{"name":"AI Readiness Index","market":"Amsterdam","reviewedOn":"2026-06-02","reviewedOnLabel":"June 2, 2026","reviewer":"Roast & Rise editorial review","methodology":{"summary":"Editorial AI readiness score from eight public signals: AI talent, technical depth, data maturity, live AI proof, automation surface, scale momentum, growth capital and source confidence. Company-owned sources, job/product evidence, Exa-assisted discovery, CoreSignal preview checks and TechList Amsterdam scale signals were used where available.","weights":[{"key":"aiTalent","label":"AI talent","weight":16},{"key":"technicalDepth","label":"Technical depth","weight":14},{"key":"dataMaturity","label":"Data maturity","weight":16},{"key":"liveAi","label":"Live AI","weight":16},{"key":"automationSurface","label":"Automation surface","weight":14},{"key":"scaleMomentum","label":"Scale momentum","weight":10},{"key":"growthCapital","label":"Growth capital","weight":6},{"key":"sourceConfidence","label":"Source confidence","weight":8}]},"trustSummary":{"companyCount":100,"directAiProofCount":34,"hiringSignalCount":15,"independentSourceCount":61,"highConfidenceCount":21,"techListEntries":55,"uniqueSourceHosts":124},"companies":[{"rank":1,"name":"Nebius","category":"AI & Data","sector":"AI infrastructure","domain":"nebius.com","aiReadinessScore":100,"sourceConfidence":5,"sourceConfidenceLabel":"High","description":"Amsterdam-headquartered AI infrastructure company building cloud, compute and developer tooling for intensive AI workloads.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around model work, analytics, research workflows and data products.","signals":["direct AI proof","data-rich operations","digital product platform","growth or funding signal","3 public sources"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Nebius presents itself as a full-stack AI cloud built for training, tuning and serving AI workloads.","sourceIds":["nebius-home"]},{"text":"The company describes Amsterdam as its headquarters and R&D center, with AI infrastructure as the core business.","sourceIds":["nebius-overview"]},{"text":"A 2025 Microsoft agreement commits Nebius to AI infrastructure capacity at multi-billion-dollar scale.","sourceIds":["nebius-microsoft"]}],"sources":[{"id":"nebius-home","label":"Nebius AI cloud","url":"https://nebius.com/","host":"nebius.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"nebius-overview","label":"Nebius Group overview","url":"https://assets.nebius.com/assets/5fa543b3-575f-44b0-835d-2dc158bba281/Nebius%20Group_overview_16-07-2024.pdf","host":"assets.nebius.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"nebius-microsoft","label":"Microsoft AI infrastructure agreement","url":"https://nebius.com/newsroom/nebius-announces-multi-billion-dollar-agreement-with-microsoft-for-ai-infrastructure","host":"nebius.com","checkedOn":"2026-06-02","qualityBadges":["Funding","Product proof","Company-owned"]}]},{"rank":2,"name":"Prosus","category":"AI & Data","sector":"Global consumer internet investor","domain":"prosus.com","aiReadinessScore":100,"sourceConfidence":5,"sourceConfidenceLabel":"High","description":"Amsterdam-listed technology group building an AI House and hiring for LLM engineering across its portfolio.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around model work, analytics, research workflows and data products.","signals":["direct AI proof","AI or data hiring","data-rich operations","3 public sources","source confidence 5.0/5"]},"evidenceGaps":["No independent or third-party source in this entry.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Prosus launched AI House Amsterdam to support European AI building, talent and venture creation.","sourceIds":["prosus-ai-house-launch"]},{"text":"Prosus describes its AI House as a dedicated place for builders, researchers and founders working on applied AI.","sourceIds":["prosus-ai-house"]},{"text":"Prosus has hired for LLM engineering focused on training, fine-tuning and evaluating large language models.","sourceIds":["prosus-llm-role"]}],"sources":[{"id":"prosus-ai-house-launch","label":"AI House Amsterdam launch","url":"https://www.prosus.com/news-insights/2025/prosus-launches-ai-house-amsterdam-to-power-europes-ai-future","host":"prosus.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"prosus-ai-house","label":"Prosus AI House","url":"https://www.prosus.com/ai-house","host":"prosus.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"prosus-llm-role","label":"Machine Learning Engineer, LLMs","url":"https://jobs.eu.lever.co/prosus/efae773e-7804-4fd2-939d-03a7b2d332ca","host":"jobs.eu.lever.co","checkedOn":"2026-06-02","qualityBadges":["Hiring"]}]},{"rank":3,"name":"Booking.com","category":"Mobility","sector":"Travel technology","domain":"booking.com","aiReadinessScore":99,"sourceConfidence":5,"sourceConfidenceLabel":"High","description":"Amsterdam travel platform with large-scale consumer data, ML hiring and public generative AI product work.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around routing, booking, fleet, partner and demand-forecasting workflows.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","4 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Booking.com launched an AI Trip Planner that uses generative AI inside travel planning.","sourceIds":["booking-trip-planner"]},{"text":"OpenAI documents Booking.com using AI to improve customer support, traveler planning and internal workflows.","sourceIds":["booking-openai"]},{"text":"Amsterdam roles for AI application platforms and machine learning signal active product infrastructure, not only experiments.","sourceIds":["booking-ai-platform","booking-ml-content"]}],"sources":[{"id":"booking-trip-planner","label":"AI Trip Planner launch","url":"https://news.booking.com/bookingcom-launches-new-ai-trip-planner-to-enhance-travel-planning-experience/","host":"news.booking.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"booking-openai","label":"OpenAI customer story","url":"https://openai.com/index/booking-com/","host":"openai.com","checkedOn":"2026-06-02","qualityBadges":["Product proof"]},{"id":"booking-ai-platform","label":"AI Application Platform role","url":"https://jobs.booking.com/booking/jobs/26738?lang=en-us","host":"jobs.booking.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"booking-ml-content","label":"ML Content Intelligence role","url":"https://jobs.booking.com/booking/jobs/21154?lang=en-us","host":"jobs.booking.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]}]},{"rank":4,"name":"Backbase","category":"Finance","sector":"Banking software","domain":"backbase.com","aiReadinessScore":99,"sourceConfidence":5,"sourceConfidenceLabel":"High","description":"Amsterdam banking platform company repositioning its product around AI-native banking and agentic workflows.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around risk, compliance, onboarding, payments and customer operations.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","2 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Backbase describes its platform shift as AI-native banking, with customers, employees and AI agents working across banking operations.","sourceIds":["backbase-home"]},{"text":"A Staff Machine Learning Engineer role in Amsterdam points to R&D ownership for ML systems inside the banking platform.","sourceIds":["backbase-ml-role"]},{"text":"Backbase says it powers more than 100 large banks, which gives AI work a broad enterprise deployment surface.","sourceIds":["backbase-ml-role"]}],"sources":[{"id":"backbase-home","label":"Backbase platform","url":"https://www.backbase.com/","host":"backbase.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"backbase-ml-role","label":"Staff Machine Learning Engineer","url":"https://www.backbase.com/careers/jobs/7748538-rd-staff-machine-learning-engineer","host":"backbase.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]}]},{"rank":5,"name":"TomTom","category":"Mobility","sector":"Location technology","domain":"tomtom.com","aiReadinessScore":98,"sourceConfidence":5,"sourceConfidenceLabel":"High","description":"Amsterdam map and location platform turning validated geospatial data into AI-ready products and agent integrations.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around routing, booking, fleet, partner and demand-forecasting workflows.","signals":["direct AI proof","data-rich operations","digital product platform","3 public sources","source confidence 5.0/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"TomTom documents more than a decade of AI, computer vision and machine learning in mapmaking.","sourceIds":["tomtom-map-ai"]},{"text":"TomTom positions AI as part of its map, traffic and in-vehicle product strategy.","sourceIds":["tomtom-ai-solutions"]},{"text":"Its Maps MCP Server lets AI agents use routing, traffic, maps and search through TomTom APIs.","sourceIds":["tomtom-mcp"]}],"sources":[{"id":"tomtom-map-ai","label":"AI and ML mapmaking","url":"https://www.tomtom.com/newsroom/behind-the-map/making-maps-at-scale-with-ai/","host":"tomtom.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"tomtom-ai-solutions","label":"TomTom AI solutions","url":"https://www.tomtom.com/solutions/ai-at-tomtom/","host":"tomtom.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"tomtom-mcp","label":"TomTom Maps MCP Server","url":"https://developer.tomtom.com/tomtom-maps-mcp/documentation/overview","host":"developer.tomtom.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":6,"name":"bunq","category":"Finance","sector":"Digital banking","domain":"bunq.com","aiReadinessScore":98,"sourceConfidence":5,"sourceConfidenceLabel":"High","description":"Amsterdam neobank shipping AI into customer finance, support and product navigation.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around risk, compliance, onboarding, payments and customer operations.","signals":["direct AI proof","data-rich operations","digital product platform","3 public sources","source confidence 5.0/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Top-25 source diversity needs more proof."],"evidence":[{"text":"bunq launched Finn, a GenAI financial assistant built into the banking app.","sourceIds":["bunq-finn-launch"]},{"text":"bunq later announced a stronger version of Finn, showing ongoing AI product iteration.","sourceIds":["bunq-finn-upgrade"]},{"text":"AWS describes bunq using Amazon Bedrock to handle 97 percent of support, with bunq ML engineering involved.","sourceIds":["bunq-aws-support"]}],"sources":[{"id":"bunq-finn-launch","label":"Finn launch","url":"https://press.bunq.com/233077-bunq-becomes-the-first-ai-powered-bank-in-europe-as-it-unveils-its-own-genai-platform/","host":"press.bunq.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"bunq-finn-upgrade","label":"Finn upgrade","url":"https://press.bunq.com/258930-bunq-launches-smarter-more-powerful-upgrade-to-genai-financial-assistant/","host":"press.bunq.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"bunq-aws-support","label":"AWS Bedrock support case","url":"https://aws.amazon.com/blogs/machine-learning/how-bunq-handles-97-of-support-with-amazon-bedrock/","host":"aws.amazon.com","checkedOn":"2026-06-02","qualityBadges":["Product proof"]}]},{"rank":7,"name":"Adyen","category":"Finance","sector":"Payments infrastructure","domain":"adyen.com","aiReadinessScore":98,"sourceConfidence":4.9,"sourceConfidenceLabel":"High","description":"Amsterdam payments platform with global transaction data, risk systems and active machine learning hiring.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around risk, compliance, onboarding, payments and customer operations.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","3 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Adyen describes one platform for payments, data and financial products, giving AI work a broad data surface.","sourceIds":["adyen-home"]},{"text":"Machine learning roles at Adyen cover payments and customer risk, where model quality has direct business impact.","sourceIds":["adyen-ml-scientist","adyen-risk-role"]},{"text":"Public customer references include global enterprises, which raises the bar for reliability and governance.","sourceIds":["adyen-home"]}],"sources":[{"id":"adyen-home","label":"Adyen platform","url":"https://www.adyen.com/","host":"adyen.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"adyen-ml-scientist","label":"Machine Learning Scientist","url":"https://careers.adyen.com/vacancies/7434460-machine-learning-scientist","host":"careers.adyen.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"adyen-risk-role","label":"Senior ML Engineer, Customer Risk","url":"https://builtin.com/job/senior-machine-learning-engineer-customer-risk/9268295","host":"builtin.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof"]}]},{"rank":8,"name":"ING","category":"Finance","sector":"Banking","domain":"ing.com","aiReadinessScore":98,"sourceConfidence":5,"sourceConfidenceLabel":"High","description":"Amsterdam banking group hiring for agentic AI, data science and analytics product work at enterprise scale.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around risk, compliance, onboarding, payments and customer operations.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","3 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"ING has Amsterdam roles for Senior AI Engineer focused on agentic AI and distributed agentic solutions.","sourceIds":["ing-agentic-role"]},{"text":"ING Analytics roles describe algorithmic, data-driven products built by data science, data engineering, UX and product teams.","sourceIds":["ing-analytics-role"]},{"text":"A Chapter Lead LLM and Agentic Expert role shows leadership-level ownership of generative AI capabilities.","sourceIds":["ing-llm-role"]}],"sources":[{"id":"ing-agentic-role","label":"Senior AI Engineer, Agentic AI","url":"https://careers.ing.com/en/job/amsterdam/senior-ai-engineer-agentic-ai/3121/37927478464","host":"careers.ing.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"ing-analytics-role","label":"Senior Data Scientist, ING Analytics","url":"https://careers.ing.com/en/job/amsterdam/senior-data-scientist-ing-analytics/3121/38353906752","host":"careers.ing.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"ing-llm-role","label":"Chapter Lead LLM and Agentic Expert","url":"https://careers.ing.com/en/job/amsterdam/chapter-lead-llm-agentic-expert/3121/35870385728","host":"careers.ing.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]}]},{"rank":9,"name":"DataSnipper","category":"Finance","sector":"Audit automation","domain":"datasnipper.com","aiReadinessScore":97,"sourceConfidence":4.75,"sourceConfidenceLabel":"High","description":"Amsterdam audit and finance automation company building AI agents into Excel-based assurance workflows.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around risk, compliance, onboarding, payments and customer operations.","signals":["direct AI proof","data-rich operations","digital product platform","3 public sources","source confidence 4.8/5"]},"evidenceGaps":["No public AI/data hiring signal found."],"evidence":[{"text":"DataSnipper AI puts analysis and testing agents directly inside audit and finance workflows.","sourceIds":["datasnipper-ai"]},{"text":"Its platform describes AI as part of the workflow layer, with traceable insights and Excel Online/Desktop deployment.","sourceIds":["datasnipper-platform"]},{"text":"Crunchbase lists DataSnipper as Amsterdam-based and focused on an AI-powered intelligent automation platform.","sourceIds":["datasnipper-crunchbase"]}],"sources":[{"id":"datasnipper-ai","label":"DataSnipper AI","url":"https://www.datasnipper.com/product/ai","host":"datasnipper.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"datasnipper-platform","label":"DataSnipper platform","url":"https://www.datasnipper.com/product/platform","host":"datasnipper.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"datasnipper-crunchbase","label":"Crunchbase company profile","url":"https://www.crunchbase.com/organization/datasnipper","host":"crunchbase.com","checkedOn":"2026-06-02","qualityBadges":["Funding","Product proof"]}]},{"rank":10,"name":"Cradle","category":"Health","sector":"AI biotech","domain":"cradle.bio","aiReadinessScore":96,"sourceConfidence":5,"sourceConfidenceLabel":"High","description":"Amsterdam and Zurich protein engineering company using AI models, wet-lab loops and customer R&D workflows.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around clinical, research, reimbursement and operational workflows.","signals":["direct AI proof","data-rich operations","digital product platform","4 public sources","source confidence 5.0/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Cradle uses AI to design and optimize proteins, learning from wet-lab data across research rounds.","sourceIds":["cradle-home"]},{"text":"Its Amsterdam wet lab is used to generate data and validate model improvements before customer delivery.","sourceIds":["cradle-lab","cradle-team"]},{"text":"Google Cloud profiles Cradle as an AI-driven protein engineering platform for pharmaceuticals, chemicals, food and agriculture.","sourceIds":["cradle-google"]}],"sources":[{"id":"cradle-home","label":"Cradle platform","url":"https://www.cradle.bio/","host":"cradle.bio","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"cradle-lab","label":"Cradle wet lab","url":"https://www.cradle.bio/lab","host":"cradle.bio","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"cradle-team","label":"Cradle team","url":"https://www.cradle.bio/team","host":"cradle.bio","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"cradle-google","label":"Google Cloud case study","url":"https://cloud.google.com/customers/cradlebio","host":"cloud.google.com","checkedOn":"2026-06-02","qualityBadges":["Product proof"]}]},{"rank":11,"name":"Picnic","category":"Commerce","sector":"Online grocery and logistics","domain":"picnic.app","aiReadinessScore":96,"sourceConfidence":4.9,"sourceConfidenceLabel":"High","description":"Amsterdam tech-led supermarket using machine learning and analytics across forecasting, supply chain and delivery.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around catalogue, marketplace, logistics and customer-service workflows.","signals":["direct AI proof","AI or data hiring","digital product platform","3 public sources","source confidence 4.9/5"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Picnic explains machine learning behind supplier-to-doorstep delivery, including forecasting and operational decisions.","sourceIds":["picnic-ml-delivery"]},{"text":"Amsterdam machine learning engineering roles focus on productionizing models, monitoring and integration into operations.","sourceIds":["picnic-ml-role"]},{"text":"Picnic's tech page describes deep learning models for order forecasting and a self-built supermarket stack.","sourceIds":["picnic-tech"]}],"sources":[{"id":"picnic-ml-delivery","label":"ML behind delivery","url":"https://jobs.picnic.app/en/blogs/from-supplier-to-doorstep-the-machine-learning-behind-your-delivery","host":"jobs.picnic.app","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"picnic-ml-role","label":"Machine Learning Engineer, Amsterdam","url":"https://jobs.picnic.app/en/vacancies/JUU31JEG/engineering/machine-learning-engineer/amsterdam/north-holland/netherlands","host":"jobs.picnic.app","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"picnic-tech","label":"Picnic tech","url":"https://jobs.picnic.app/en/tech","host":"jobs.picnic.app","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]}]},{"rank":12,"name":"Just Eat Takeaway.com","category":"Commerce","sector":"Food delivery marketplace","domain":"justeattakeaway.com","aiReadinessScore":96,"sourceConfidence":4.65,"sourceConfidenceLabel":"High","description":"Amsterdam marketplace company applying data science to logistics, forecasting and delivery operations.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around catalogue, marketplace, logistics and customer-service workflows.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","3 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Senior data science roles cover end-to-end AI projects from ideation through mathematical modelling and production deployment.","sourceIds":["jet-data-scientist"]},{"text":"Logistics data science leadership focuses on ETA prediction and other estimations across the delivery network.","sourceIds":["jet-logistics-lead"]},{"text":"A public AI Lab discussion points to voice agents and agentic commerce as active exploration areas.","sourceIds":["jet-ai-lab"]}],"sources":[{"id":"jet-data-scientist","label":"Senior Data Scientist","url":"https://www.welcometothejungle.com/en/companies/just-eat-takeaway-com/jobs/senior-data-scientist_amsterdam","host":"welcometothejungle.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof"]},{"id":"jet-logistics-lead","label":"Data Science Team Leader","url":"https://magnet.me/en/opportunity/1032407/data-science-team-leader","host":"magnet.me","checkedOn":"2026-06-02","qualityBadges":["Product proof"]},{"id":"jet-ai-lab","label":"Inside Just Eat's AI Lab","url":"https://getpodcast.com/podcast/mlops-community/inside-just-eats-ai-lab-voice-agents-and-agentic-commerce_7175982690","host":"getpodcast.com","checkedOn":"2026-06-02","qualityBadges":["Product proof"]}]},{"rank":13,"name":"Miro","category":"Software","sector":"Collaboration software","domain":"miro.com","aiReadinessScore":95,"sourceConfidence":4.9,"sourceConfidenceLabel":"High","description":"Amsterdam-connected collaboration platform adding AI tools, assistants and platform roles to a global product surface.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around engineering, implementation, support and product intelligence.","signals":["direct AI proof","AI or data hiring","digital product platform","3 public sources","source confidence 4.9/5"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Miro AI supports diagramming, summarization, canvas work and workflow acceleration inside the collaboration product.","sourceIds":["miro-ai"]},{"text":"Miro has hired AI engineering roles focused on agents, intelligent assistants and generative AI features.","sourceIds":["miro-ai-engineer"]},{"text":"Amsterdam AI Technical Architect hiring connects AI adoption, customer use cases and product feedback loops.","sourceIds":["miro-ai-architect"]}],"sources":[{"id":"miro-ai","label":"Miro AI","url":"https://miro.com/ai/","host":"miro.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"miro-ai-engineer","label":"AI Engineer role","url":"https://miro.com/careers/vacancy/8189372002/","host":"miro.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"miro-ai-architect","label":"AI Technical Architect, Amsterdam","url":"https://miro.com/careers/vacancy/8341440002/","host":"miro.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]}]},{"rank":14,"name":"Optiver","category":"Finance","sector":"Market making","domain":"optiver.com","aiReadinessScore":95,"sourceConfidence":4.9,"sourceConfidenceLabel":"High","description":"Amsterdam market maker with active ML research, low-latency engineering and data-rich trading environments.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around risk, compliance, onboarding, payments and customer operations.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","growth or funding signal"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Optiver describes machine learning research for capital markets, with scaling across features, models, exchanges and asset classes.","sourceIds":["optiver-ml-research"]},{"text":"ML Research Engineer roles contribute to ML infrastructure, training and inference for trading strategies.","sourceIds":["optiver-ml-engineer"]},{"text":"ML performance engineering roles point to deep production concerns around latency, throughput and model deployment.","sourceIds":["optiver-ml-performance"]}],"sources":[{"id":"optiver-ml-research","label":"ML research in capital markets","url":"https://optiver.com/working-at-optiver/career-hub/machine-learning-trading/","host":"optiver.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Funding","Product proof","Company-owned"]},{"id":"optiver-ml-engineer","label":"ML Research Engineer","url":"https://optiver.com/working-at-optiver/career-opportunities/8405287002/","host":"optiver.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]},{"id":"optiver-ml-performance","label":"ML Performance Engineer","url":"https://optiver.com/working-at-optiver/career-opportunities/8405271002/","host":"optiver.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]}]},{"rank":15,"name":"Philips","category":"Health","sector":"Health technology","domain":"philips.com","aiReadinessScore":94,"sourceConfidence":4.75,"sourceConfidenceLabel":"High","description":"Amsterdam-headquartered health technology company expanding cloud imaging and AI-enabled clinical workflows.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around clinical, research, reimbursement and operational workflows.","signals":["direct AI proof","data-rich operations","digital product platform","2 public sources","source confidence 4.8/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Philips expanded cloud-based enterprise imaging services to Europe for better access to AI-enabled workflows.","sourceIds":["philips-imaging"]},{"text":"Philips describes AI and advanced image analysis supporting faster, more confident diagnosis.","sourceIds":["philips-informatics"]},{"text":"The imaging expansion references 150+ migrated sites in the Americas, showing cloud platform experience before the European rollout.","sourceIds":["philips-imaging"]}],"sources":[{"id":"philips-imaging","label":"Cloud imaging services in Europe","url":"https://www.philips.com/a-w/about/news/archive/standard/news/press/2025/philips-expands-cloud-based-enterprise-imaging-services-to-europe-for-better-access-to-ai-enabled-workflows-and-innovation.html","host":"philips.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"philips-informatics","label":"Philips health informatics","url":"https://www.usa.philips.com/healthcare/specialty/health-informatics","host":"usa.philips.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":16,"name":"Dexter Energy","category":"Energy","sector":"Energy AI","domain":"dexterenergy.ai","aiReadinessScore":94,"sourceConfidence":4.5,"sourceConfidenceLabel":"High","description":"Amsterdam renewable energy software company using AI forecasting and trade optimization for grids and batteries.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around forecasting, asset operations, grid coordination and customer service.","signals":["direct AI proof","data-rich operations","digital product platform","growth or funding signal","3 public sources"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Dexter Energy raised Series C funding to scale AI-powered forecasting and trade optimization for renewables and batteries.","sourceIds":["dexter-series-c"]},{"text":"Google Cloud profiles Dexter using machine learning for renewable power forecasting and energy trade optimization.","sourceIds":["dexter-google"]},{"text":"Solar Nowcasting adds satellite-based short-term forecasting for power trading, a clear data product signal.","sourceIds":["dexter-nowcasting"]}],"sources":[{"id":"dexter-series-c","label":"Series C funding","url":"https://dexterenergy.ai/news/dexter-energy-raises-23-million-in-series-c-funding/","host":"dexterenergy.ai","checkedOn":"2026-06-02","qualityBadges":["Funding","Product proof","Company-owned"]},{"id":"dexter-google","label":"Google Cloud case study","url":"https://cloud.google.com/customers/dexterenergy","host":"cloud.google.com","checkedOn":"2026-06-02","qualityBadges":["Product proof"]},{"id":"dexter-nowcasting","label":"Solar Nowcasting","url":"https://dexterenergy.ai/news/solar-nowcasting-for-short-term-power-trading/","host":"dexterenergy.ai","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":17,"name":"IMC Trading","category":"Finance","sector":"Market making","domain":"imc.com","aiReadinessScore":93,"sourceConfidence":4.65,"sourceConfidenceLabel":"High","description":"Amsterdam-rooted trading firm building large-scale ML infrastructure for research, training and live trading iteration.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around risk, compliance, onboarding, payments and customer operations.","signals":["direct AI proof","AI or data hiring","data-rich operations","2 public sources","source confidence 4.7/5"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"IMC machine learning roles focus on training and deploying large-scale ML models.","sourceIds":["imc-ml-engineer"]},{"text":"Principal ML engineering work spans training, evaluation, productionization, data access and model versioning.","sourceIds":["imc-principal-ml"]},{"text":"The roles connect ML engineers, researchers, hardware experts and software engineers, which is a strong talent-density signal.","sourceIds":["imc-ml-engineer","imc-principal-ml"]}],"sources":[{"id":"imc-ml-engineer","label":"Machine Learning Engineer","url":"https://www.imc.com/in/careers/jobs/4570309101","host":"imc.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]},{"id":"imc-principal-ml","label":"Principal Machine Learning Engineer","url":"https://www.imc.com/eu/careers/jobs/4721116101","host":"imc.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]}]},{"rank":18,"name":"Catawiki","category":"Commerce","sector":"Online auctions","domain":"catawiki.com","aiReadinessScore":92,"sourceConfidence":4.65,"sourceConfidenceLabel":"High","description":"Amsterdam marketplace with a dedicated data organization spanning insights, machine learning and product analytics.","scoreBasis":{"summary":"Front-runner score: strong AI proof, technical depth and scale around catalogue, marketplace, logistics and customer-service workflows.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","3 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Catawiki's data careers page describes Insights, Machine Learning and data-driven decision support.","sourceIds":["catawiki-data"]},{"text":"Machine learning job postings indicate the data team covers ML, analysis and data engineering.","sourceIds":["catawiki-ml-role"]},{"text":"A curated marketplace with expert review creates strong automation potential around appraisal, matching and trust workflows.","sourceIds":["catawiki-home","catawiki-data"]}],"sources":[{"id":"catawiki-data","label":"Catawiki data team","url":"https://catawiki.careers/data","host":"catawiki.careers","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof"]},{"id":"catawiki-ml-role","label":"Data Scientist, Machine Learning","url":"https://relocate.me/the-netherlands/amsterdam/catawiki/data-scientist-machine-learning-8537","host":"relocate.me","checkedOn":"2026-06-02","qualityBadges":["Product proof"]},{"id":"catawiki-home","label":"Catawiki marketplace","url":"https://www.catawiki.com/","host":"catawiki.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":19,"name":"Bynder","category":"Marketing","sector":"Digital asset management","domain":"bynder.com","aiReadinessScore":89,"sourceConfidence":4.5,"sourceConfidenceLabel":"High","description":"Amsterdam enterprise DAM company productizing AI agents for content discovery, enrichment and governance.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn creative production, audience data, campaign operations and reporting into leverage.","signals":["direct AI proof","data-rich operations","digital product platform","3 public sources","source confidence 4.5/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Bynder launched AI Agents for content enrichment, discovery, transformation and governance.","sourceIds":["bynder-ai-agents"]},{"text":"Its AI product page includes natural language search, writing assistance, translation and localization capabilities.","sourceIds":["bynder-ai-product"]},{"text":"The DAM product emphasizes content governance and reuse, a strong base for enterprise AI workflows.","sourceIds":["bynder-dam"]}],"sources":[{"id":"bynder-ai-agents","label":"Bynder AI Agents","url":"https://www.bynder.com/en/press-media/bynder-launches-ai-agents/","host":"bynder.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"bynder-ai-product","label":"Bynder AI","url":"https://www.bynder.com/en/products/ai/","host":"bynder.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"bynder-dam","label":"Enterprise DAM","url":"https://www.bynder.com/en/products/digital-asset-management/","host":"bynder.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":20,"name":"Mollie","category":"Finance","sector":"Payments","domain":"mollie.com","aiReadinessScore":89,"sourceConfidence":4.15,"sourceConfidenceLabel":"Medium","description":"Amsterdam fintech with active AI application hiring and maturing data engineering for payment products.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn risk, compliance, onboarding, payments and customer operations into leverage.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","3 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Mollie has hired AI Application Engineers to build and scale AI-powered applications, workflows and agentic AI solutions.","sourceIds":["mollie-ai-role"]},{"text":"Data engineering roles emphasize pipelines, Kubernetes orchestration, data contracts and platform reliability.","sourceIds":["mollie-data-role"]},{"text":"Analytics engineering roles support data infrastructure used by product managers and analysts across the company.","sourceIds":["mollie-analytics-role"]}],"sources":[{"id":"mollie-ai-role","label":"AI Application Engineer","url":"https://jobs.mollie.com/vacancies/ai-application-engineer-i","host":"jobs.mollie.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"mollie-data-role","label":"Data Engineer","url":"https://jobs.mollie.com/vacancies/data-engineer","host":"jobs.mollie.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]},{"id":"mollie-analytics-role","label":"Analytics Engineer","url":"https://jobs.mollie.com/vacancies/analytics-engineer-0545baf5-0cb0-4494-9644-b5243d9bd023","host":"jobs.mollie.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]}]},{"rank":21,"name":"Overstory","category":"Energy","sector":"Climate and utility intelligence","domain":"overstory.com","aiReadinessScore":86,"sourceConfidence":4.25,"sourceConfidenceLabel":"High","description":"Amsterdam vegetation intelligence company using satellite and aerial imagery to help utilities reduce grid risk.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn forecasting, asset operations, grid coordination and customer service into leverage.","signals":["direct AI proof","data-rich operations","3 public sources","source confidence 4.3/5"]},"evidenceGaps":["No public AI/data hiring signal found."],"evidence":[{"text":"Overstory sells vegetation intelligence for utilities, with risk monitoring and network reporting.","sourceIds":["overstory-solutions"]},{"text":"CB Insights identifies Overstory as Amsterdam-based and AI-powered, using satellite and aerial imagery with machine learning.","sourceIds":["overstory-cbinsights"]},{"text":"A 2025 Series B announcement frames the company around AI-driven wildfire prevention and grid resilience.","sourceIds":["overstory-series-b"]}],"sources":[{"id":"overstory-solutions","label":"Overstory solutions","url":"https://www.overstory.com/solutions","host":"overstory.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"overstory-cbinsights","label":"CB Insights profile","url":"https://www.cbinsights.com/company/20treeai","host":"cbinsights.com","checkedOn":"2026-06-02","qualityBadges":["Product proof"]},{"id":"overstory-series-b","label":"Series B announcement","url":"https://www.prnewswire.com/news-releases/overstory-closes-43m-series-b-to-scale-ai-driven-wildfire-prevention-and-grid-resilience-302625561.html","host":"prnewswire.com","checkedOn":"2026-06-02","qualityBadges":["Funding","Product proof","Independent source"]}]},{"rank":22,"name":"Bird","category":"Marketing","sector":"Customer communications","domain":"bird.com","aiReadinessScore":86,"sourceConfidence":4,"sourceConfidenceLabel":"Medium","description":"Amsterdam-born communications platform using AI, data and automation across marketing, service and payments workflows.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn creative production, audience data, campaign operations and reporting into leverage.","signals":["direct AI proof","data-rich operations","digital product platform","2 public sources","source confidence 4.0/5"]},"evidenceGaps":["No public AI/data hiring signal found."],"evidence":[{"text":"Bird describes an AI-driven customer lifecycle platform across marketing, service and payments.","sourceIds":["bird-home"]},{"text":"The product emphasizes connecting data sources into one platform and automating repetitive customer work.","sourceIds":["bird-home"]},{"text":"Silicon Canals reported Amsterdam-based MessageBird rebranding as Bird, anchoring the company in the city.","sourceIds":["bird-rebrand"]}],"sources":[{"id":"bird-home","label":"Bird CRM platform","url":"https://bird.com/en-us/","host":"bird.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"bird-rebrand","label":"MessageBird rebrand","url":"https://siliconcanals.com/messagebird-rebrands-as-bird/","host":"siliconcanals.com","checkedOn":"2026-06-02","qualityBadges":["Independent source"]}]},{"rank":23,"name":"Hadrian","category":"Security","sector":"Offensive security","domain":"hadrian.io","aiReadinessScore":86,"sourceConfidence":3.7,"sourceConfidenceLabel":"Medium","description":"Hadrian is an Amsterdam security company where threat intelligence, detection and response workflows can be strengthened with AI.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn threat intelligence, detection, triage and response workflows into leverage.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","2 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"Hadrian's company-owned source anchors the offensive security business context used in this ranking.","sourceIds":["hadrian-home"]},{"text":"Hadrian publicly frames its platform as agentic pentesting and continuous external attack-surface intelligence.","sourceIds":["hadrian-careers"]},{"text":"The AI-readiness case is strongest in threat intelligence, detection, triage and response workflows where repeatable decisions and operating data already exist.","sourceIds":["hadrian-home","hadrian-careers"]}],"sources":[{"id":"hadrian-home","label":"Hadrian official site","url":"https://www.hadrian.io/","host":"hadrian.io","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"hadrian-careers","label":"Hadrian careers","url":"https://www.hadrian.io/careers","host":"hadrian.io","checkedOn":"2026-06-02","qualityBadges":["Hiring","Company-owned"]}]},{"rank":24,"name":"Sympower","category":"Energy","sector":"Energy flexibility","domain":"sympower.net","aiReadinessScore":84,"sourceConfidence":4.25,"sourceConfidenceLabel":"High","description":"Amsterdam energy flexibility platform using algorithms, forecasting and data engineering to balance grids.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn forecasting, asset operations, grid coordination and customer service into leverage.","signals":["data-rich operations","digital product platform","growth or funding signal","3 public sources","source confidence 4.3/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Sympower's platform describes algorithmic and human trading for flexibility services.","sourceIds":["sympower-platform"]},{"text":"Databricks profiles Sympower using data infrastructure to optimize grid stability and manage flexible capacity.","sourceIds":["sympower-databricks"]},{"text":"The Next Web reported Sympower as an Amsterdam startup using an AI-enabled platform to analyze data and optimize power trading.","sourceIds":["sympower-tnw"]}],"sources":[{"id":"sympower-platform","label":"Sympower platform","url":"https://sympower.net/our-platform","host":"sympower.net","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"sympower-databricks","label":"Databricks case study","url":"https://www.databricks.com/customers/sympower","host":"databricks.com","checkedOn":"2026-06-02","qualityBadges":["Product proof"]},{"id":"sympower-tnw","label":"TNW funding coverage","url":"https://thenextweb.com/news/dutch-startup-sympower-secures-e21m-to-balance-out-the-energy-grid","host":"thenextweb.com","checkedOn":"2026-06-02","qualityBadges":["Funding","Independent source"]}]},{"rank":25,"name":"EclecticIQ","category":"Security","sector":"Cyber threat intelligence","domain":"eclecticiq.com","aiReadinessScore":84,"sourceConfidence":4,"sourceConfidenceLabel":"Medium","description":"Amsterdam cybersecurity platform embedding AI assistance into intelligence investigation and analyst workflows.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn threat intelligence, detection, triage and response workflows into leverage.","signals":["direct AI proof","data-rich operations","digital product platform","3 public sources","source confidence 4.0/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources.","Top-25 source diversity needs more proof."],"evidence":[{"text":"EclecticIQ launched AI-embedded investigations and an AI Assistant for threat intelligence workflows.","sourceIds":["eclecticiq-ai-embedded"]},{"text":"An earlier platform release introduced AI features into Intelligence Center, showing staged product adoption.","sourceIds":["eclecticiq-platform-ai"]},{"text":"The platform ingests and normalizes multiple intelligence sources, which gives AI work a structured data base.","sourceIds":["eclecticiq-platform"]}],"sources":[{"id":"eclecticiq-ai-embedded","label":"AI-embedded solution","url":"https://www.eclecticiq.com/news/businesses-empowered-to-combat-cybersecurity-threats-through-launch-of-eclecticiqs-ai-embedded-solution","host":"eclecticiq.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"eclecticiq-platform-ai","label":"AI threat intelligence platform","url":"https://www.eclecticiq.com/news/eclecticiq-paves-the-way-for-its-ai-embedded-threat-intelligence-platform","host":"eclecticiq.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"eclecticiq-platform","label":"Threat Intelligence Platform","url":"https://www.eclecticiq.com/threat-intelligence-platform","host":"eclecticiq.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":26,"name":"ABN AMRO","category":"Finance","sector":"Banking","domain":"abnamro.com","aiReadinessScore":83,"sourceConfidence":3.7,"sourceConfidenceLabel":"Medium","description":"ABN AMRO is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn risk, compliance, onboarding, payments and customer operations into leverage.","signals":["direct AI proof","AI or data hiring","data-rich operations","2 public sources","source confidence 3.7/5"]},"evidenceGaps":["No independent or third-party source in this entry."],"evidence":[{"text":"ABN AMRO's company-owned source anchors the banking business context used in this ranking.","sourceIds":["abn-amro-home"]},{"text":"ABN AMRO has advertised machine-learning engineering work focused on robust, production-ready models for banking.","sourceIds":["abn-amro-ml-role"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["abn-amro-home","abn-amro-ml-role"]}],"sources":[{"id":"abn-amro-home","label":"ABN AMRO official site","url":"https://www.abnamro.com/","host":"abnamro.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"abn-amro-ml-role","label":"Machine learning engineer role","url":"https://www.werkenbijabnamro.nl/en/vacancy/9109/machine-learning-engineer-6","host":"werkenbijabnamro.nl","checkedOn":"2026-06-02","qualityBadges":["Product proof"]}]},{"rank":27,"name":"Framer","category":"Software","sector":"Website creation software","domain":"framer.com","aiReadinessScore":82,"sourceConfidence":3.75,"sourceConfidenceLabel":"Medium","description":"Amsterdam product company with native AI website generation and design acceleration features.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn engineering, implementation, support and product intelligence into leverage.","signals":["direct AI proof","digital product platform","2 public sources","source confidence 3.8/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Framer AI can generate responsive pages, starter content and layouts from conversational prompts.","sourceIds":["framer-ai"]},{"text":"Framer's main product page promotes AI-generated layouts and advanced components in seconds.","sourceIds":["framer-home"]},{"text":"The product bundles CMS, analytics, localization and SEO, which gives AI-created sites a full publishing surface.","sourceIds":["framer-home"]}],"sources":[{"id":"framer-ai","label":"Framer AI","url":"https://www.framer.com/ai/","host":"framer.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"framer-home","label":"Framer product","url":"https://www.framer.com/","host":"framer.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":28,"name":"ThreatFabric","category":"Security","sector":"Fraud and threat intelligence","domain":"threatfabric.com","aiReadinessScore":82,"sourceConfidence":3.45,"sourceConfidenceLabel":"Thin","description":"ThreatFabric is an Amsterdam security company where threat intelligence, detection and response workflows can be strengthened with AI.","scoreBasis":{"summary":"High-readiness score: visible AI or data signals plus enough scale to turn threat intelligence, detection, triage and response workflows into leverage.","signals":["direct AI proof","data-rich operations","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"ThreatFabric's company-owned source anchors the fraud and threat intelligence business context used in this ranking.","sourceIds":["threatfabric-home"]},{"text":"ThreatFabric presents fraud prevention built on threat intelligence, a strong data and automation signal.","sourceIds":["threatfabric-home"]},{"text":"The AI-readiness case is strongest in threat intelligence, detection, triage and response workflows where repeatable decisions and operating data already exist.","sourceIds":["threatfabric-home","threatfabric-home"]}],"sources":[{"id":"threatfabric-home","label":"ThreatFabric official site","url":"https://www.threatfabric.com/","host":"threatfabric.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"threatfabric-home","label":"ThreatFabric intelligence","url":"https://www.threatfabric.com/","host":"threatfabric.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":29,"name":"ESOMAR","category":"AI & Data","sector":"Data and research","domain":"esomar.org","aiReadinessScore":81,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"ESOMAR is an Amsterdam data-centric company with research, analytics or platform workflows that can compound quickly with AI.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around model work, analytics, research workflows and data products, with uneven public AI proof.","signals":["data-rich operations","218 employees / $24.5M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"ESOMAR's company-owned source anchors the data and research business context used in this ranking.","sourceIds":["esomar-home"]},{"text":"TechList's Amsterdam directory lists ESOMAR with category Research, 218 employees, $24.5M revenue estimate.","sourceIds":["esomar-techlist"]},{"text":"The AI-readiness case is strongest in research, analytics, model operations and repeatable data products where repeatable decisions and operating data already exist.","sourceIds":["esomar-home","esomar-techlist"]}],"sources":[{"id":"esomar-home","label":"ESOMAR official site","url":"https://esomar.org/","host":"esomar.org","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"esomar-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":30,"name":"Mambu","category":"Finance","sector":"Banking software","domain":"mambu.com","aiReadinessScore":81,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Mambu is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["data-rich operations","digital product platform","growth or funding signal","858 employees / $159.5M revenue signal","2 public sources"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Mambu's company-owned source anchors the banking software business context used in this ranking.","sourceIds":["mambu-home"]},{"text":"TechList's Amsterdam directory lists Mambu with category FinTech, 858 employees, $159.5M revenue estimate, 119K/mo monthly traffic, €387M funding signal.","sourceIds":["mambu-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["mambu-home","mambu-techlist"]}],"sources":[{"id":"mambu-home","label":"Mambu official site","url":"https://mambu.com/en","host":"mambu.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"mambu-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":31,"name":"Funda","category":"Software","sector":"Technology services","domain":"funda.nl","aiReadinessScore":81,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Funda is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["data-rich operations","digital product platform","242 employees / $38.6M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Funda's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["funda-home"]},{"text":"TechList's Amsterdam directory lists Funda with category Tech Services, 242 employees, $38.6M revenue estimate, 23.4M/mo monthly traffic.","sourceIds":["funda-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["funda-home","funda-techlist"]}],"sources":[{"id":"funda-home","label":"Funda official site","url":"https://www.funda.nl/","host":"funda.nl","checkedOn":"2026-06-02","qualityBadges":["Funding","Company-owned"]},{"id":"funda-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Funding","Third-party directory","Product proof"]}]},{"rank":32,"name":"Vio.com","category":"Software","sector":"Software platform","domain":"vio.com","aiReadinessScore":81,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Vio.com is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["data-rich operations","digital product platform","201 employees / $35.4M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Vio.com's company-owned source anchors the software platform business context used in this ranking.","sourceIds":["vio-com-home"]},{"text":"TechList's Amsterdam directory lists Vio.com with category SaaS, 201 employees, $35.4M revenue estimate, 5.2M/mo monthly traffic.","sourceIds":["vio-com-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["vio-com-home","vio-com-techlist"]}],"sources":[{"id":"vio-com-home","label":"Vio.com official site","url":"https://www.vio.com/","host":"vio.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"vio-com-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":33,"name":"Akvo","category":"AI & Data","sector":"Data nonprofit","domain":"akvo.org","aiReadinessScore":80,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Akvo is an Amsterdam data-centric company with research, analytics or platform workflows that can compound quickly with AI.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around model work, analytics, research workflows and data products, with uneven public AI proof.","signals":["data-rich operations","140 employees / $7.5M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Akvo's company-owned source anchors the data nonprofit business context used in this ranking.","sourceIds":["akvo-home"]},{"text":"TechList's Amsterdam directory lists Akvo with category NonProfit, 140 employees, $7.5M revenue estimate.","sourceIds":["akvo-techlist"]},{"text":"The AI-readiness case is strongest in research, analytics, model operations and repeatable data products where repeatable decisions and operating data already exist.","sourceIds":["akvo-home","akvo-techlist"]}],"sources":[{"id":"akvo-home","label":"Akvo official site","url":"https://akvo.org/","host":"akvo.org","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"akvo-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":34,"name":"Volt","category":"Finance","sector":"Financial technology","domain":"volt.io","aiReadinessScore":80,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Volt is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["data-rich operations","growth or funding signal","213 employees / $29.8M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Volt's company-owned source anchors the financial technology business context used in this ranking.","sourceIds":["volt-home"]},{"text":"TechList's Amsterdam directory lists Volt with category Fintech, 213 employees, $29.8M revenue estimate, 1.2M/mo monthly traffic, $86.8M funding signal.","sourceIds":["volt-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["volt-home","volt-techlist"]}],"sources":[{"id":"volt-home","label":"Volt official site","url":"https://www.volt.io/","host":"volt.io","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"volt-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":35,"name":"DEPT","category":"Software","sector":"Technology services","domain":"deptagency.com","aiReadinessScore":79,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"DEPT is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["data-rich operations","digital product platform","4.4K employees / $902.9M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"DEPT's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["dept-home"]},{"text":"TechList's Amsterdam directory lists DEPT with category Tech Services, 4.4K employees, $902.9M revenue estimate, 201K/mo monthly traffic.","sourceIds":["dept-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["dept-home","dept-techlist"]}],"sources":[{"id":"dept-home","label":"DEPT official site","url":"https://www.deptagency.com/en-nl/","host":"deptagency.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"dept-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":36,"name":"Temper","category":"Software","sector":"Technology services","domain":"temper.works","aiReadinessScore":79,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Temper is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["data-rich operations","digital product platform","1.6K employees / $317.3M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Temper's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["temper-home"]},{"text":"TechList's Amsterdam directory lists Temper with category Tech Services, 1.6K employees, $317.3M revenue estimate, 173K/mo monthly traffic.","sourceIds":["temper-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["temper-home","temper-techlist"]}],"sources":[{"id":"temper-home","label":"Temper official site","url":"https://go.temper.works/en-nl","host":"go.temper.works","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"temper-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":37,"name":"ZEN.COM","category":"Finance","sector":"Financial services","domain":"zen.com","aiReadinessScore":79,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"ZEN.COM is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["data-rich operations","422 employees / $110.8M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"ZEN.COM's company-owned source anchors the financial services business context used in this ranking.","sourceIds":["zen-com-home"]},{"text":"TechList's Amsterdam directory lists ZEN.COM with category Finance, 422 employees, $110.8M revenue estimate, 4.0M/mo monthly traffic.","sourceIds":["zen-com-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["zen-com-home","zen-com-techlist"]}],"sources":[{"id":"zen-com-home","label":"ZEN.COM official site","url":"https://www.zen.com/","host":"zen.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"zen-com-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":38,"name":"Swapfiets","category":"Mobility","sector":"Mobility operations","domain":"swapfiets.nl","aiReadinessScore":78,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Swapfiets is an Amsterdam mobility or travel company with operational, booking, fleet or route data that can become smarter.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around routing, booking, fleet, partner and demand-forecasting workflows, with uneven public AI proof.","signals":["data-rich operations","788 employees / $361.8M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Swapfiets's company-owned source anchors the mobility operations business context used in this ranking.","sourceIds":["swapfiets-home"]},{"text":"TechList's Amsterdam directory lists Swapfiets with category Transportation, 788 employees, $361.8M revenue estimate, 150K/mo monthly traffic.","sourceIds":["swapfiets-techlist"]},{"text":"The AI-readiness case is strongest in routing, demand forecasting, booking, fleet and partner operations where repeatable decisions and operating data already exist.","sourceIds":["swapfiets-home","swapfiets-techlist"]}],"sources":[{"id":"swapfiets-home","label":"Swapfiets official site","url":"https://swapfiets.nl/","host":"swapfiets.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"swapfiets-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":39,"name":"FINOM","category":"Finance","sector":"Financial technology","domain":"finom.co","aiReadinessScore":78,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"FINOM is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["growth or funding signal","595 employees / $138.7M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"FINOM's company-owned source anchors the financial technology business context used in this ranking.","sourceIds":["finom-home"]},{"text":"TechList's Amsterdam directory lists FINOM with category Fintech, 595 employees, $138.7M revenue estimate, $111M funding signal.","sourceIds":["finom-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["finom-home","finom-techlist"]}],"sources":[{"id":"finom-home","label":"FINOM official site","url":"https://finom.co/","host":"finom.co","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"finom-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":40,"name":"Otrium","category":"Software","sector":"Technology services","domain":"otrium.com","aiReadinessScore":78,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Otrium is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["data-rich operations","digital product platform","213 employees / $34M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Otrium's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["otrium-home"]},{"text":"TechList's Amsterdam directory lists Otrium with category Tech Services, 213 employees, $34.0M revenue estimate, 216K/mo monthly traffic.","sourceIds":["otrium-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["otrium-home","otrium-techlist"]}],"sources":[{"id":"otrium-home","label":"Otrium official site","url":"https://www.otrium.com/women","host":"otrium.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"otrium-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":41,"name":"Levi9","category":"Software","sector":"Technology services","domain":"levi9.com","aiReadinessScore":77,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Levi9 is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["digital product platform","1.1K employees / $225.1M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Levi9's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["levi9-home"]},{"text":"TechList's Amsterdam directory lists Levi9 with category Tech Services, 1.1K employees, $225.1M revenue estimate.","sourceIds":["levi9-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["levi9-home","levi9-techlist"]}],"sources":[{"id":"levi9-home","label":"Levi9 official site","url":"https://www.levi9.com/","host":"levi9.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"levi9-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":42,"name":"BUX","category":"Finance","sector":"Financial technology","domain":"getbux.com","aiReadinessScore":77,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"BUX is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["data-rich operations","381 employees / $61.9M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"BUX's company-owned source anchors the financial technology business context used in this ranking.","sourceIds":["bux-home"]},{"text":"TechList's Amsterdam directory lists BUX with category Fintech, 381 employees, $61.9M revenue estimate, 30K/mo monthly traffic.","sourceIds":["bux-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["bux-home","bux-techlist"]}],"sources":[{"id":"bux-home","label":"BUX official site","url":"https://bux.com/","host":"bux.com","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"bux-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":43,"name":"Anyone.com","category":"Software","sector":"Software platform","domain":"anyone.com","aiReadinessScore":77,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Anyone.com is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["data-rich operations","digital product platform","206 employees / $36.3M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Anyone.com's company-owned source anchors the software platform business context used in this ranking.","sourceIds":["anyone-com-home"]},{"text":"TechList's Amsterdam directory lists Anyone.com with category SaaS, 206 employees, $36.3M revenue estimate.","sourceIds":["anyone-com-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["anyone-com-home","anyone-com-techlist"]}],"sources":[{"id":"anyone-com-home","label":"Anyone.com official site","url":"https://anyone.com/","host":"anyone.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"anyone-com-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":44,"name":"TestGorilla","category":"People","sector":"Skills assessment software","domain":"testgorilla.com","aiReadinessScore":77,"sourceConfidence":3.45,"sourceConfidenceLabel":"Thin","description":"TestGorilla is an Amsterdam people, learning or talent company with skills, matching and admin workflows that AI can accelerate.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around skills mapping, matching, recruiting, learning and admin workflows, with uneven public AI proof.","signals":["direct AI proof","AI or data hiring","data-rich operations","digital product platform","2 public sources"]},"evidenceGaps":["No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"TestGorilla's company-owned source anchors the skills assessment software business context used in this ranking.","sourceIds":["testgorilla-home"]},{"text":"TestGorilla presents an AI-powered talent sourcing and skills assessment platform for hiring teams.","sourceIds":["testgorilla-ai"]},{"text":"The AI-readiness case is strongest in skills mapping, matching, coaching, recruiting and learning operations where repeatable decisions and operating data already exist.","sourceIds":["testgorilla-home","testgorilla-ai"]}],"sources":[{"id":"testgorilla-home","label":"TestGorilla official site","url":"https://www.testgorilla.com/","host":"testgorilla.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"testgorilla-ai","label":"TestGorilla AI hiring platform","url":"https://www.testgorilla.com/","host":"testgorilla.com","checkedOn":"2026-06-02","qualityBadges":["Hiring","Product proof","Company-owned"]}]},{"rank":45,"name":"Blender","category":"Media","sector":"3D creation software","domain":"blender.org","aiReadinessScore":76,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Blender is an Amsterdam media company where audience, content and production workflows create practical AI leverage.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around content production, audience intelligence, search and recommendation, with uneven public AI proof.","signals":["data-rich operations","digital product platform","893 employees / $3.5M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Blender's company-owned source anchors the 3d creation software business context used in this ranking.","sourceIds":["blender-home"]},{"text":"TechList's Amsterdam directory lists Blender with category Movies, 893 employees, $3.5M revenue estimate, 5.5M/mo monthly traffic.","sourceIds":["blender-techlist"]},{"text":"The AI-readiness case is strongest in content production, audience intelligence, search and recommendation workflows where repeatable decisions and operating data already exist.","sourceIds":["blender-home","blender-techlist"]}],"sources":[{"id":"blender-home","label":"Blender official site","url":"https://www.blender.org/","host":"blender.org","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"blender-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":46,"name":"Knab","category":"Finance","sector":"Financial services","domain":"knab.nl","aiReadinessScore":76,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Knab is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["810 employees / $238.1M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Knab's company-owned source anchors the financial services business context used in this ranking.","sourceIds":["knab-home"]},{"text":"TechList's Amsterdam directory lists Knab with category Finance, 810 employees, $238.1M revenue estimate.","sourceIds":["knab-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["knab-home","knab-techlist"]}],"sources":[{"id":"knab-home","label":"Knab official site","url":"https://www.knab.nl/zakelijk","host":"knab.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"knab-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":47,"name":"DPW","category":"Software","sector":"Technology services","domain":"dpw.ai","aiReadinessScore":76,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"DPW is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["digital product platform","366 employees / $66.3M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"DPW's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["dpw-home"]},{"text":"TechList's Amsterdam directory lists DPW with category Tech Services, 366 employees, $66.3M revenue estimate.","sourceIds":["dpw-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["dpw-home","dpw-techlist"]}],"sources":[{"id":"dpw-home","label":"DPW official site","url":"https://dpw.ai/","host":"dpw.ai","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"dpw-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":48,"name":"Arcwide","category":"Software","sector":"Technology services","domain":"arcwide.com","aiReadinessScore":76,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Arcwide is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["digital product platform","353 employees / $64M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Arcwide's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["arcwide-home"]},{"text":"TechList's Amsterdam directory lists Arcwide with category Tech Services, 353 employees, $64.0M revenue estimate.","sourceIds":["arcwide-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["arcwide-home","arcwide-techlist"]}],"sources":[{"id":"arcwide-home","label":"Arcwide official site","url":"https://www.arcwide.com/en/","host":"arcwide.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"arcwide-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":49,"name":"Virtuagym","category":"Health","sector":"Health and fitness software","domain":"virtuagym.com","aiReadinessScore":76,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Virtuagym is an Amsterdam health or life-sciences company where data, operations, research or care workflows can be improved with AI.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around clinical, research, reimbursement and operational workflows, with uneven public AI proof.","signals":["data-rich operations","digital product platform","281 employees / $83.5M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Virtuagym's company-owned source anchors the health and fitness software business context used in this ranking.","sourceIds":["virtuagym-home"]},{"text":"TechList's Amsterdam directory lists Virtuagym with category Health, 281 employees, $83.5M revenue estimate, 2.1M/mo monthly traffic.","sourceIds":["virtuagym-techlist"]},{"text":"The AI-readiness case is strongest in clinical, research, reimbursement and operational workflows where repeatable decisions and operating data already exist.","sourceIds":["virtuagym-home","virtuagym-techlist"]}],"sources":[{"id":"virtuagym-home","label":"Virtuagym official site","url":"https://virtuagym.com/","host":"virtuagym.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"virtuagym-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":50,"name":"Roamler","category":"Software","sector":"Technology services","domain":"roamler.nl","aiReadinessScore":76,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Roamler is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["digital product platform","269 employees / $42.9M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Roamler's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["roamler-home"]},{"text":"TechList's Amsterdam directory lists Roamler with category Tech Services, 269 employees, $42.9M revenue estimate.","sourceIds":["roamler-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["roamler-home","roamler-techlist"]}],"sources":[{"id":"roamler-home","label":"Roamler official site","url":"https://www.roamler.com/","host":"roamler.com","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"roamler-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":51,"name":"Bitfury","category":"Finance","sector":"Financial technology","domain":"bitfury.org","aiReadinessScore":76,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Bitfury is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["growth or funding signal","186 employees / $26M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Bitfury's company-owned source anchors the financial technology business context used in this ranking.","sourceIds":["bitfury-home"]},{"text":"TechList's Amsterdam directory lists Bitfury with category Fintech, 186 employees, $26.0M revenue estimate, $170M funding signal.","sourceIds":["bitfury-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["bitfury-home","bitfury-techlist"]}],"sources":[{"id":"bitfury-home","label":"Bitfury official site","url":"https://bitfury.com/","host":"bitfury.com","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"bitfury-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":52,"name":"NRC","category":"Media","sector":"News media","domain":"nrc.nl","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"NRC is an Amsterdam media company where audience, content and production workflows create practical AI leverage.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around content production, audience intelligence, search and recommendation, with uneven public AI proof.","signals":["data-rich operations","2K employees / $15M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"NRC's company-owned source anchors the news media business context used in this ranking.","sourceIds":["nrc-home"]},{"text":"TechList's Amsterdam directory lists NRC with category Newspapers, 2.0K employees, $15.0M revenue estimate, 7.9M/mo monthly traffic.","sourceIds":["nrc-techlist"]},{"text":"The AI-readiness case is strongest in content production, audience intelligence, search and recommendation workflows where repeatable decisions and operating data already exist.","sourceIds":["nrc-home","nrc-techlist"]}],"sources":[{"id":"nrc-home","label":"NRC official site","url":"https://www.nrc.nl/","host":"nrc.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"nrc-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":53,"name":"Fastned","category":"Mobility","sector":"Electric mobility","domain":"fastned.nl","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Fastned is an Amsterdam mobility or travel company with operational, booking, fleet or route data that can become smarter.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around routing, booking, fleet, partner and demand-forecasting workflows, with uneven public AI proof.","signals":["453 employees / $186.9M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Fastned's company-owned source anchors the electric mobility business context used in this ranking.","sourceIds":["fastned-home"]},{"text":"TechList's Amsterdam directory lists Fastned with category Automotive, 453 employees, $186.9M revenue estimate.","sourceIds":["fastned-techlist"]},{"text":"The AI-readiness case is strongest in routing, demand forecasting, booking, fleet and partner operations where repeatable decisions and operating data already exist.","sourceIds":["fastned-home","fastned-techlist"]}],"sources":[{"id":"fastned-home","label":"Fastned official site","url":"https://www.fastnedcharging.com/nl","host":"fastnedcharging.com","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"fastned-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":54,"name":"Vattenfall","category":"Energy","sector":"Energy and climate","domain":"group.vattenfall.com","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Vattenfall is an Amsterdam energy and climate company with forecasting, asset, customer and compliance workflows suited to AI.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around forecasting, asset operations, grid coordination and customer service, with uneven public AI proof.","signals":["16.2K employees / $4774M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Vattenfall's company-owned source anchors the energy and climate business context used in this ranking.","sourceIds":["vattenfall-home"]},{"text":"TechList's Amsterdam directory lists Vattenfall with category Environmental, 16.2K employees, $4774.0M revenue estimate.","sourceIds":["vattenfall-techlist"]},{"text":"The AI-readiness case is strongest in forecasting, asset operations, grid coordination and customer service where repeatable decisions and operating data already exist.","sourceIds":["vattenfall-home","vattenfall-techlist"]}],"sources":[{"id":"vattenfall-home","label":"Vattenfall official site","url":"https://group.vattenfall.com/","host":"group.vattenfall.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"vattenfall-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":55,"name":"CarePay","category":"Finance","sector":"Financial technology","domain":"carepay.com","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"CarePay is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["443 employees / $72M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"CarePay's company-owned source anchors the financial technology business context used in this ranking.","sourceIds":["carepay-home"]},{"text":"TechList's Amsterdam directory lists CarePay with category Fintech, 443 employees, $72.0M revenue estimate.","sourceIds":["carepay-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["carepay-home","carepay-techlist"]}],"sources":[{"id":"carepay-home","label":"CarePay official site","url":"https://www.carepay.com/","host":"carepay.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"carepay-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":56,"name":"ClickDealer","category":"Marketing","sector":"Performance 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traffic.","sourceIds":["clickdealer-techlist"]},{"text":"The AI-readiness case is strongest in creative production, audience insight, campaign operations and reporting where repeatable decisions and operating data already exist.","sourceIds":["clickdealer-home","clickdealer-techlist"]}],"sources":[{"id":"clickdealer-home","label":"ClickDealer official site","url":"https://clickdealer.com/","host":"clickdealer.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"clickdealer-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":57,"name":"BrightPensioen","category":"Finance","sector":"Financial technology","domain":"brightpensioen.nl","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"BrightPensioen is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["251 employees / $35.9M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"BrightPensioen's company-owned source anchors the financial technology business context used in this ranking.","sourceIds":["brightpensioen-home"]},{"text":"TechList's Amsterdam directory lists BrightPensioen with category Fintech, 251 employees, $35.9M revenue estimate.","sourceIds":["brightpensioen-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["brightpensioen-home","brightpensioen-techlist"]}],"sources":[{"id":"brightpensioen-home","label":"BrightPensioen official site","url":"https://brightpensioen.nl/","host":"brightpensioen.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"brightpensioen-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":58,"name":"New10","category":"Finance","sector":"Financial technology","domain":"new10.com","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"New10 is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["212 employees / $30.3M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"New10's company-owned source anchors the financial technology business context used in this ranking.","sourceIds":["new10-home"]},{"text":"TechList's Amsterdam directory lists New10 with category Fintech, 212 employees, $30.3M revenue estimate.","sourceIds":["new10-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["new10-home","new10-techlist"]}],"sources":[{"id":"new10-home","label":"New10 official site","url":"https://new10.com/","host":"new10.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"new10-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":59,"name":"ICRON","category":"Software","sector":"Technology services","domain":"icrontech.com","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"ICRON is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["digital product platform","187 employees / $29.8M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"ICRON's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["icron-home"]},{"text":"TechList's Amsterdam directory lists ICRON with category Tech Services, 187 employees, $29.8M revenue estimate.","sourceIds":["icron-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["icron-home","icron-techlist"]}],"sources":[{"id":"icron-home","label":"ICRON official site","url":"https://www.icrontech.com/","host":"icrontech.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"icron-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":60,"name":"Klimaatroute","category":"Software","sector":"Technology services","domain":"klimaatroute.nl","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Klimaatroute is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["digital product platform","180 employees / $28.7M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Klimaatroute's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["klimaatroute-home"]},{"text":"TechList's Amsterdam directory lists Klimaatroute with category Tech Services, 180 employees, $28.7M revenue estimate.","sourceIds":["klimaatroute-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["klimaatroute-home","klimaatroute-techlist"]}],"sources":[{"id":"klimaatroute-home","label":"Klimaatroute official site","url":"https://www.klimaatroute.nl/","host":"klimaatroute.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"klimaatroute-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":61,"name":"Geodan","category":"Software","sector":"Technology services","domain":"geodan.com","aiReadinessScore":75,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Geodan is an Amsterdam software company with engineering, customer and delivery workflows that can absorb AI fast.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around engineering, implementation, support and product intelligence, with uneven public AI proof.","signals":["digital product platform","153 employees / $24.4M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Geodan's company-owned source anchors the technology services business context used in this ranking.","sourceIds":["geodan-home"]},{"text":"TechList's Amsterdam directory lists Geodan with category Tech Services, 153 employees, $24.4M revenue estimate.","sourceIds":["geodan-techlist"]},{"text":"The AI-readiness case is strongest in engineering delivery, support, implementation and product intelligence where repeatable decisions and operating data already exist.","sourceIds":["geodan-home","geodan-techlist"]}],"sources":[{"id":"geodan-home","label":"Geodan official site","url":"https://www.sogelink.com/en/","host":"sogelink.com","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"geodan-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":62,"name":"Nouryon","category":"Energy","sector":"Specialty chemicals","domain":"nouryon.com","aiReadinessScore":74,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Nouryon is an Amsterdam energy and climate company with forecasting, asset, customer and compliance workflows suited to AI.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around forecasting, asset operations, grid coordination and customer service, with uneven public AI proof.","signals":["6.4K employees / $300M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Nouryon's company-owned source anchors the specialty chemicals business context used in this ranking.","sourceIds":["nouryon-home"]},{"text":"TechList's Amsterdam directory lists Nouryon with category Chemicals, 6.4K employees, $300.0M revenue estimate.","sourceIds":["nouryon-techlist"]},{"text":"The AI-readiness case is strongest in forecasting, asset operations, grid coordination and customer service where repeatable decisions and operating data already exist.","sourceIds":["nouryon-home","nouryon-techlist"]}],"sources":[{"id":"nouryon-home","label":"Nouryon official site","url":"https://www.nouryon.com/","host":"nouryon.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"nouryon-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":63,"name":"Upfield","category":"Commerce","sector":"Food and consumer goods","domain":"upfield.com","aiReadinessScore":74,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Upfield is an Amsterdam commerce company with product, logistics, service or marketplace data that can become more intelligent.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around catalogue, marketplace, logistics and customer-service workflows, with uneven public AI proof.","signals":["4.9K employees / $1708.2M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Upfield's company-owned source anchors the food and consumer goods business context used in this ranking.","sourceIds":["upfield-home"]},{"text":"TechList's Amsterdam directory lists Upfield with category Consumer, 4.9K employees, $1708.2M revenue estimate.","sourceIds":["upfield-techlist"]},{"text":"The AI-readiness case is strongest in catalogue operations, marketplace decisions, logistics and customer service where repeatable decisions and operating data already exist.","sourceIds":["upfield-home","upfield-techlist"]}],"sources":[{"id":"upfield-home","label":"Upfield official site","url":"https://www.florafoodgroup.com/","host":"florafoodgroup.com","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"upfield-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":64,"name":"Mozo","category":"Mobility","sector":"Hospitality technology","domain":"trymozo.com","aiReadinessScore":74,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Mozo is an Amsterdam mobility or travel company with operational, booking, fleet or route data that can become smarter.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around routing, booking, fleet, partner and demand-forecasting workflows, with uneven public AI proof.","signals":["195 employees / $54.5M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Mozo's company-owned source anchors the hospitality technology business context used in this ranking.","sourceIds":["mozo-home"]},{"text":"TechList's Amsterdam directory lists Mozo with category Hospitality, 195 employees, $54.5M revenue estimate.","sourceIds":["mozo-techlist"]},{"text":"The AI-readiness case is strongest in routing, demand forecasting, booking, fleet and partner operations where repeatable decisions and operating data already exist.","sourceIds":["mozo-home","mozo-techlist"]}],"sources":[{"id":"mozo-home","label":"Mozo official site","url":"https://trymozo.com/","host":"trymozo.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"mozo-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":65,"name":"BridgeFund","category":"Finance","sector":"Financial services","domain":"bridgefund.nl","aiReadinessScore":74,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"BridgeFund is an Amsterdam finance company where risk, onboarding, payments and service workflows create real automation potential.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around risk, compliance, onboarding, payments and customer operations, with uneven public AI proof.","signals":["157 employees / $36.3M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"BridgeFund's company-owned source anchors the financial services business context used in this ranking.","sourceIds":["bridgefund-home"]},{"text":"TechList's Amsterdam directory lists BridgeFund with category Finance, 157 employees, $36.3M revenue estimate.","sourceIds":["bridgefund-techlist"]},{"text":"The AI-readiness case is strongest in risk decisions, onboarding, compliance, payments and customer service where repeatable decisions and operating data already exist.","sourceIds":["bridgefund-home","bridgefund-techlist"]}],"sources":[{"id":"bridgefund-home","label":"BridgeFund official site","url":"https://www.bridgefund.nl/","host":"bridgefund.nl","checkedOn":"2026-06-02","qualityBadges":["Funding","Company-owned"]},{"id":"bridgefund-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Funding","Third-party directory","Product proof"]}]},{"rank":66,"name":"Azerion","category":"Marketing","sector":"Digital advertising","domain":"azerion.com","aiReadinessScore":74,"sourceConfidence":3.3,"sourceConfidenceLabel":"Thin","description":"Azerion is an Amsterdam marketing company where content, campaign, audience and creative operations can be reshaped by AI.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around creative production, audience data, campaign operations and reporting, with uneven public AI proof.","signals":["data-rich operations","digital product platform","2 public sources","source confidence 3.3/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Azerion's company-owned source anchors the digital advertising business context used in this ranking.","sourceIds":["azerion-home"]},{"text":"Azerion presents a digital advertising platform with omnichannel reach for advertisers and publishers.","sourceIds":["azerion-home"]},{"text":"The AI-readiness case is strongest in creative production, audience insight, campaign operations and reporting where repeatable decisions and operating data already exist.","sourceIds":["azerion-home","azerion-home"]}],"sources":[{"id":"azerion-home","label":"Azerion official site","url":"https://www.azerion.com/","host":"azerion.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"azerion-home","label":"Azerion platform","url":"https://www.azerion.com/","host":"azerion.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":67,"name":"Kaiko AI","category":"Health","sector":"Clinical AI","domain":"kaiko.ai","aiReadinessScore":74,"sourceConfidence":3.45,"sourceConfidenceLabel":"Thin","description":"Kaiko AI is an Amsterdam health or life-sciences company where data, operations, research or care workflows can be improved with AI.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around clinical, research, reimbursement and operational workflows, with uneven public AI proof.","signals":["direct AI proof","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Kaiko AI's company-owned source anchors the clinical ai business context used in this ranking.","sourceIds":["kaiko-ai-home"]},{"text":"Kaiko AI presents a clinical AI assistant that reduces workload and supports patient-care teams.","sourceIds":["kaiko-home"]},{"text":"The AI-readiness case is strongest in clinical, research, reimbursement and operational workflows where repeatable decisions and operating data already exist.","sourceIds":["kaiko-ai-home","kaiko-home"]}],"sources":[{"id":"kaiko-ai-home","label":"Kaiko AI official site","url":"https://kaiko.ai/","host":"kaiko.ai","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"kaiko-home","label":"Kaiko clinical AI","url":"https://kaiko.ai/","host":"kaiko.ai","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":68,"name":"Glass Medical AI","category":"Health","sector":"AI oncology development","domain":"glassmedical.ai","aiReadinessScore":74,"sourceConfidence":3.45,"sourceConfidenceLabel":"Thin","description":"Glass Medical AI is an Amsterdam health or life-sciences company where data, operations, research or care workflows can be improved with AI.","scoreBasis":{"summary":"Strong operator score: useful data and workflow surface around clinical, research, reimbursement and operational workflows, with uneven public AI proof.","signals":["direct AI proof","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Glass Medical AI's company-owned source anchors the ai oncology development business context used in this ranking.","sourceIds":["glass-medical-ai-home"]},{"text":"Glass Medical AI presents predictive AI pipelines for accelerating clinical development in cancer therapy.","sourceIds":["glassmedical-home"]},{"text":"The AI-readiness case is strongest in clinical, research, reimbursement and operational workflows where repeatable decisions and operating data already exist.","sourceIds":["glass-medical-ai-home","glassmedical-home"]}],"sources":[{"id":"glass-medical-ai-home","label":"Glass Medical AI official site","url":"https://www.glassmedical.ai/","host":"glassmedical.ai","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"glassmedical-home","label":"Glass Medical AI","url":"https://www.glassmedical.ai/","host":"glassmedical.ai","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":69,"name":"LOGEX","category":"Health","sector":"Healthcare data","domain":"logex.nl","aiReadinessScore":73,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"LOGEX is an Amsterdam health or life-sciences company where data, operations, research or care workflows can be improved with AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around clinical, research, reimbursement and operational workflows, but fewer public AI or hiring signals.","signals":["data-rich operations","784 employees / $296.4M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"LOGEX's company-owned source anchors the healthcare data business context used in this ranking.","sourceIds":["logex-home"]},{"text":"TechList's Amsterdam directory lists LOGEX with category Hospital/Healthcare, 784 employees, $296.4M revenue estimate.","sourceIds":["logex-techlist"]},{"text":"The AI-readiness case is strongest in clinical, research, reimbursement and operational workflows where repeatable decisions and operating data already exist.","sourceIds":["logex-home","logex-techlist"]}],"sources":[{"id":"logex-home","label":"LOGEX official site","url":"https://www.logex.com/nl-nl/home","host":"logex.com","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"logex-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":70,"name":"uniQure","category":"Health","sector":"Biotechnology","domain":"uniqure.com","aiReadinessScore":73,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"uniQure is an Amsterdam health or life-sciences company where data, operations, research or care workflows can be improved with AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around clinical, research, reimbursement and operational workflows, but fewer public AI or hiring signals.","signals":["856 employees / $500.4M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"uniQure's company-owned source anchors the biotechnology business context used in this ranking.","sourceIds":["uniqure-home"]},{"text":"TechList's Amsterdam directory lists uniQure with category Biotech, 856 employees, $500.4M revenue estimate.","sourceIds":["uniqure-techlist"]},{"text":"The AI-readiness case is strongest in clinical, research, reimbursement and operational workflows where repeatable decisions and operating data already exist.","sourceIds":["uniqure-home","uniqure-techlist"]}],"sources":[{"id":"uniqure-home","label":"uniQure official site","url":"https://www.uniqure.com/","host":"uniqure.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"uniqure-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":71,"name":"Metyis","category":"Consulting","sector":"Digital consulting","domain":"metyis.com","aiReadinessScore":73,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Metyis is an Amsterdam consulting company with transformation delivery, client operations and knowledge workflows suited to AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around research, delivery knowledge and operating-model change, but fewer public AI or hiring signals.","signals":["digital product platform","835 employees / $257.2M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Metyis's company-owned source anchors the digital consulting business context used in this ranking.","sourceIds":["metyis-home"]},{"text":"TechList's Amsterdam directory lists Metyis with category Consulting, 835 employees, $257.2M revenue estimate.","sourceIds":["metyis-techlist"]},{"text":"The AI-readiness case is strongest in research, operating-model design, delivery knowledge and change execution where repeatable decisions and operating data already exist.","sourceIds":["metyis-home","metyis-techlist"]}],"sources":[{"id":"metyis-home","label":"Metyis official site","url":"https://metyis.com/","host":"metyis.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"metyis-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":72,"name":"INDG","category":"Marketing","sector":"3D content technology","domain":"indg.com","aiReadinessScore":73,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"INDG is an Amsterdam marketing company where content, campaign, audience and creative operations can be reshaped by AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around creative production, audience data, campaign operations and reporting, but fewer public AI or hiring signals.","signals":["336 employees / $71.4M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"INDG's company-owned source anchors the 3d content technology business context used in this ranking.","sourceIds":["indg-home"]},{"text":"TechList's Amsterdam directory lists INDG with category 3D, 336 employees, $71.4M revenue estimate.","sourceIds":["indg-techlist"]},{"text":"The AI-readiness case is strongest in creative production, audience insight, campaign operations and reporting where repeatable decisions and operating data already exist.","sourceIds":["indg-home","indg-techlist"]}],"sources":[{"id":"indg-home","label":"INDG official site","url":"https://www.indg.com/","host":"indg.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"indg-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":73,"name":"Milence","category":"Energy","sector":"Charging infrastructure","domain":"milence.com","aiReadinessScore":73,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Milence is an Amsterdam energy and climate company with forecasting, asset, customer and compliance workflows suited to AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around forecasting, asset operations, grid coordination and customer service, but fewer public AI or hiring signals.","signals":["digital product platform","244 employees / $59M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Milence's company-owned source anchors the charging infrastructure business context used in this ranking.","sourceIds":["milence-home"]},{"text":"TechList's Amsterdam directory lists Milence with category Utilities, 244 employees, $59.0M revenue estimate.","sourceIds":["milence-techlist"]},{"text":"The AI-readiness case is strongest in forecasting, asset operations, grid coordination and customer service where repeatable decisions and operating data already exist.","sourceIds":["milence-home","milence-techlist"]}],"sources":[{"id":"milence-home","label":"Milence official site","url":"https://milence.com/","host":"milence.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"milence-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":74,"name":"Media.Monks","category":"Marketing","sector":"Media and marketing technology","domain":"media.monks.com","aiReadinessScore":73,"sourceConfidence":3.3,"sourceConfidenceLabel":"Thin","description":"Media.Monks is an Amsterdam marketing company where content, campaign, audience and creative operations can be reshaped by AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around creative production, audience data, campaign operations and reporting, but fewer public AI or hiring signals.","signals":["data-rich operations","2 public sources","source confidence 3.3/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Media.Monks's company-owned source anchors the media and marketing technology business context used in this ranking.","sourceIds":["media-monks-home"]},{"text":"Media.Monks presents itself around content, data, media and technology services for global brands.","sourceIds":["media-monks-home"]},{"text":"The AI-readiness case is strongest in creative production, audience insight, campaign operations and reporting where repeatable decisions and operating data already exist.","sourceIds":["media-monks-home","media-monks-home"]}],"sources":[{"id":"media-monks-home","label":"Media.Monks official site","url":"https://media.monks.com/","host":"media.monks.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"media-monks-home","label":"Media.Monks home","url":"https://media.monks.com/","host":"media.monks.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":75,"name":"Pera","category":"People","sector":"AI recruitment software","domain":"getpera.com","aiReadinessScore":73,"sourceConfidence":3.45,"sourceConfidenceLabel":"Thin","description":"Pera is an Amsterdam people, learning or talent company with skills, matching and admin workflows that AI can accelerate.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around skills mapping, matching, recruiting, learning and admin workflows, but fewer public AI or hiring signals.","signals":["direct AI proof","digital product platform","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Pera's company-owned source anchors the ai recruitment software business context used in this ranking.","sourceIds":["pera-home"]},{"text":"Pera explicitly presents AI recruitment software for finding hidden talent and improving candidate decisions.","sourceIds":["pera-ai-recruitment"]},{"text":"The AI-readiness case is strongest in skills mapping, matching, coaching, recruiting and learning operations where repeatable decisions and operating data already exist.","sourceIds":["pera-home","pera-ai-recruitment"]}],"sources":[{"id":"pera-home","label":"Pera official site","url":"https://getpera.com/en/","host":"getpera.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"pera-ai-recruitment","label":"Pera AI recruitment","url":"https://getpera.com/en/","host":"getpera.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":76,"name":"Norgine","category":"Health","sector":"Pharmaceuticals","domain":"norgine.com","aiReadinessScore":72,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Norgine is an Amsterdam health or life-sciences company where data, operations, research or care workflows can be improved with AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around clinical, research, reimbursement and operational workflows, but fewer public AI or hiring signals.","signals":["1.3K employees / $251.3M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Norgine's company-owned source anchors the pharmaceuticals business context used in this ranking.","sourceIds":["norgine-home"]},{"text":"TechList's Amsterdam directory lists Norgine with category Pharma, 1.3K employees, $251.3M revenue estimate.","sourceIds":["norgine-techlist"]},{"text":"The AI-readiness case is strongest in clinical, research, reimbursement and operational workflows where repeatable decisions and operating data already exist.","sourceIds":["norgine-home","norgine-techlist"]}],"sources":[{"id":"norgine-home","label":"Norgine official site","url":"https://norgine.com/","host":"norgine.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"norgine-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":77,"name":"Ahrend","category":"Commerce","sector":"Workspace design","domain":"ahrend.com","aiReadinessScore":72,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Ahrend is an Amsterdam commerce company with product, logistics, service or marketplace data that can become more intelligent.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around catalogue, marketplace, logistics and customer-service workflows, but fewer public AI or hiring signals.","signals":["923 employees / $370.9M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Ahrend's company-owned source anchors the workspace design business context used in this ranking.","sourceIds":["ahrend-home"]},{"text":"TechList's Amsterdam directory lists Ahrend with category Furniture, 923 employees, $370.9M revenue estimate.","sourceIds":["ahrend-techlist"]},{"text":"The AI-readiness case is strongest in catalogue operations, marketplace decisions, logistics and customer service where repeatable decisions and operating data already exist.","sourceIds":["ahrend-home","ahrend-techlist"]}],"sources":[{"id":"ahrend-home","label":"Ahrend official site","url":"https://www.ahrend.com/","host":"ahrend.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"ahrend-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":78,"name":"Highberg","category":"Consulting","sector":"Digital consulting","domain":"highberg.com","aiReadinessScore":72,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Highberg is an Amsterdam consulting company with transformation delivery, client operations and knowledge workflows suited to AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around research, delivery knowledge and operating-model change, but fewer public AI or hiring signals.","signals":["digital product platform","275 employees / $83.3M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Highberg's company-owned source anchors the digital consulting business context used in this ranking.","sourceIds":["highberg-home"]},{"text":"TechList's Amsterdam directory lists Highberg with category Consulting, 275 employees, $83.3M revenue estimate.","sourceIds":["highberg-techlist"]},{"text":"The AI-readiness case is strongest in research, operating-model design, delivery knowledge and change execution where repeatable decisions and operating data already exist.","sourceIds":["highberg-home","highberg-techlist"]}],"sources":[{"id":"highberg-home","label":"Highberg official site","url":"https://highberg.com/","host":"highberg.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"highberg-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":79,"name":"Recent","category":"Marketing","sector":"Performance marketing","domain":"recent.co","aiReadinessScore":72,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Recent is an Amsterdam marketing company where content, campaign, audience and creative operations can be reshaped by AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around creative production, audience data, campaign operations and reporting, but fewer public AI or hiring signals.","signals":["160 employees / $44.8M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Recent's company-owned source anchors the performance marketing business context used in this ranking.","sourceIds":["recent-home"]},{"text":"TechList's Amsterdam directory lists Recent with category Marketing, 160 employees, $44.8M revenue estimate.","sourceIds":["recent-techlist"]},{"text":"The AI-readiness case is strongest in creative production, audience insight, campaign operations and reporting where repeatable decisions and operating data already exist.","sourceIds":["recent-home","recent-techlist"]}],"sources":[{"id":"recent-home","label":"Recent official site","url":"https://www.recent.co/","host":"recent.co","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"recent-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":80,"name":"Yacht","category":"People","sector":"Talent and staffing","domain":"yacht.nl","aiReadinessScore":71,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Yacht is an Amsterdam people, learning or talent company with skills, matching and admin workflows that AI can accelerate.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around skills mapping, matching, recruiting, learning and admin workflows, but fewer public AI or hiring signals.","signals":["1.4K employees / $230.5M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Yacht's company-owned source anchors the talent and staffing business context used in this ranking.","sourceIds":["yacht-home"]},{"text":"TechList's Amsterdam directory lists Yacht with category Recruiting, 1.4K employees, $230.5M revenue estimate.","sourceIds":["yacht-techlist"]},{"text":"The AI-readiness case is strongest in skills mapping, matching, coaching, recruiting and learning operations where repeatable decisions and operating data already exist.","sourceIds":["yacht-home","yacht-techlist"]}],"sources":[{"id":"yacht-home","label":"Yacht official site","url":"https://www.randstadprofessional.nl/","host":"randstadprofessional.nl","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"yacht-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":81,"name":"EW","category":"Media","sector":"Publishing","domain":"ewmagazine.nl","aiReadinessScore":71,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"EW is an Amsterdam media company where audience, content and production workflows create practical AI leverage.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around content production, audience intelligence, search and recommendation, but fewer public AI or hiring signals.","signals":["744 employees / $104.2M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"EW's company-owned source anchors the publishing business context used in this ranking.","sourceIds":["ew-home"]},{"text":"TechList's Amsterdam directory lists EW with category Book and Periodical Publishing, 744 employees, $104.2M revenue estimate.","sourceIds":["ew-techlist"]},{"text":"The AI-readiness case is strongest in content production, audience intelligence, search and recommendation workflows where repeatable decisions and operating data already exist.","sourceIds":["ew-home","ew-techlist"]}],"sources":[{"id":"ew-home","label":"EW official site","url":"https://sso.roularta.nl/login","host":"sso.roularta.nl","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"ew-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":82,"name":"Guerrilla","category":"Media","sector":"Game studio","domain":"guerrilla-games.com","aiReadinessScore":71,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Guerrilla is an Amsterdam media company where audience, content and production workflows create practical AI leverage.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around content production, audience intelligence, search and recommendation, but fewer public AI or hiring signals.","signals":["485 employees / $122.5M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Guerrilla's company-owned source anchors the game studio business context used in this ranking.","sourceIds":["guerrilla-home"]},{"text":"TechList's Amsterdam directory lists Guerrilla with category Gaming, 485 employees, $122.5M revenue estimate.","sourceIds":["guerrilla-techlist"]},{"text":"The AI-readiness case is strongest in content production, audience intelligence, search and recommendation workflows where repeatable decisions and operating data already exist.","sourceIds":["guerrilla-home","guerrilla-techlist"]}],"sources":[{"id":"guerrilla-home","label":"Guerrilla official site","url":"https://www.guerrilla-games.com/","host":"guerrilla-games.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"guerrilla-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":83,"name":"GroupM / WPP Media Netherlands","category":"Marketing","sector":"Media investment and buying","domain":"groupm.com","aiReadinessScore":71,"sourceConfidence":3.6,"sourceConfidenceLabel":"Medium","description":"Amsterdam media investment group connecting planning, buying, data and technology across WPP media agencies.","scoreBasis":{"summary":"Developing-readiness score: deep media-buying, data and campaign-operations surface, with public AI proof strongest through platform and automation workflows rather than named products.","signals":["media buying operator","data-rich operations","digital campaign platform","2 public sources","source confidence 3.6/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Marketing Associatie Amsterdam describes GroupM Netherlands as 850+ marketing, communications and data professionals across Mindshare, MediaCom, Wavemaker and Greenhouse.","sourceIds":["groupm-maa"]},{"text":"The same Amsterdam partner profile states that GroupM is responsible for media buying, technology services and data that support agency campaign execution and strategy.","sourceIds":["groupm-maa"]},{"text":"A GroupM Amsterdam digital video and audio advertising role points to digital media, data and campaign execution around partners including Google, Amazon and DPG.","sourceIds":["groupm-digital-role"]}],"sources":[{"id":"groupm-maa","label":"MAA GroupM profile","url":"https://ma-amsterdam.nl/maa-partners/groupm-2/","host":"ma-amsterdam.nl","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"groupm-digital-role","label":"GroupM digital advertising role","url":"https://www.werkenbijgroupm.nl/vacatures/digital-video-audio-advertising-specialist-amsterdam-amsterdam-20149","host":"werkenbijgroupm.nl","checkedOn":"2026-06-02","qualityBadges":["External source"]}]},{"rank":84,"name":"Publicis Groupe Nederland","category":"Marketing","sector":"Media agency network","domain":"publicisgroupe.nl","aiReadinessScore":71,"sourceConfidence":3.6,"sourceConfidenceLabel":"Medium","description":"Amsterdam agency group with media investment, performance marketing, data, technology and consumer-journey operations.","scoreBasis":{"summary":"Developing-readiness score: strong media, data and performance workflow surface, with clear automation potential in planning, activation, reporting and optimization.","signals":["media buying operator","data-rich operations","performance marketing surface","2 public sources","source confidence 3.6/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Publicis Media lists investment, strategy, insights and analytics, data and technology, performance marketing, social advertising, search and investment capabilities.","sourceIds":["publicis-media"]},{"text":"Its media practice says it uses robust data sets, marketplace connections and buying scale, with an Amsterdam office integrating capabilities around consumer journeys.","sourceIds":["publicis-media"]},{"text":"The contact page places Publicis Groupe Nederland at Wilgenweg 12a in Amsterdam.","sourceIds":["publicis-contact"]}],"sources":[{"id":"publicis-media","label":"Publicis media practice","url":"https://publicisgroupe.nl/expertise/media/","host":"publicisgroupe.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"publicis-contact","label":"Publicis Amsterdam contact","url":"https://publicisgroupe.nl/contact/","host":"publicisgroupe.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":85,"name":"dentsu Benelux","category":"Marketing","sector":"Media, CXM and creative network","domain":"dentsu.com","aiReadinessScore":71,"sourceConfidence":3.55,"sourceConfidenceLabel":"Thin","description":"Amsterdam-based Benelux agency network joining media, CXM, creative and retail-media buying capabilities.","scoreBasis":{"summary":"Developing-readiness score: broad media and retail-media operations, with useful data, analytics and buy-side workflows but limited local public AI product proof.","signals":["media buying operator","retail media workflow","data and analytics surface","3 public sources","source confidence 3.6/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"dentsu Benelux describes end-to-end experience transformation across Media, CXM and Creative.","sourceIds":["dentsu-home"]},{"text":"dentsu Retail Media lists buy-side retail media planning, strategy, media buying, media mix modeling and insights.","sourceIds":["dentsu-retail-media"]},{"text":"The dentsu contact page lists its Netherlands location at Moermanskkade 85 in Amsterdam.","sourceIds":["dentsu-contact"]}],"sources":[{"id":"dentsu-home","label":"dentsu Benelux home","url":"https://www.dentsu.com/nl/en","host":"dentsu.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"dentsu-retail-media","label":"dentsu retail media","url":"https://www.dentsu.com/nl/en/retail-media","host":"dentsu.com","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]},{"id":"dentsu-contact","label":"dentsu Amsterdam contact","url":"https://www.dentsu.com/nl/en/contact-us","host":"dentsu.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":86,"name":"KINESSO Netherlands","category":"Marketing","sector":"Performance marketing and data technology","domain":"kinesso.nl","aiReadinessScore":70,"sourceConfidence":3.6,"sourceConfidenceLabel":"Medium","description":"Technology-driven Amsterdam performance agency using media, data, technology, AI services and retail-media workflows.","scoreBasis":{"summary":"Developing-readiness score: explicit AI-services, data and performance-media surface, with strong automation leverage across activation, reporting and optimization.","signals":["direct AI proof","performance marketing surface","data-rich operations","2 public sources","source confidence 3.6/5"]},"evidenceGaps":["No public AI/data hiring signal found."],"evidence":[{"text":"KINESSO Netherlands presents itself as a technology-driven performance agency and the engine behind IPG Mediabrands and direct clients.","sourceIds":["kinesso-home"]},{"text":"Its services include data and tech, AI services, paid search, paid social, addressable activation and retail media.","sourceIds":["kinesso-home"]},{"text":"HouseOfChallengers lists IPG Mediabrands Amsterdam at Peter van Anrooystraat 7 and names KINESSO among its labels.","sourceIds":["ipg-houseofchallengers"]}],"sources":[{"id":"kinesso-home","label":"KINESSO Netherlands","url":"https://kinesso.nl/","host":"kinesso.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"ipg-houseofchallengers","label":"IPG Mediabrands Amsterdam labels","url":"https://houseofchallengers.nl/","host":"houseofchallengers.nl","checkedOn":"2026-06-02","qualityBadges":["External source"]}]},{"rank":87,"name":"Havas Media Netherlands","category":"Marketing","sector":"Media agency","domain":"nl.havas.com","aiReadinessScore":70,"sourceConfidence":3.55,"sourceConfidenceLabel":"Thin","description":"Amsterdam media agency with buying, investment planning, programmatic, performance marketing, analytics and AI capabilities.","scoreBasis":{"summary":"Developing-readiness score: clear media buying, data and programmatic workflows, with public AI proof strongest at capability level.","signals":["media buying operator","programmatic workflow","data-rich operations","2 public sources","source confidence 3.6/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Havas Media lists Investment Planning and Buying, Media Buying, Performance Marketing, Programmatic and Predictive Modelling among its capabilities.","sourceIds":["havas-media"]},{"text":"The same capability list includes Audience Data and Insights, Data Analytics, Decision Sciences, Emerging Tech, AI and Voice.","sourceIds":["havas-media"]},{"text":"Havas Media lists its Amsterdam location at Koivistokade 3.","sourceIds":["havas-media"]}],"sources":[{"id":"havas-media","label":"Havas Media Netherlands","url":"https://nl.havas.com/havas-media/","host":"nl.havas.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"havas-home","label":"Havas Netherlands","url":"https://nl.havas.com/","host":"nl.havas.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":88,"name":"Advertimize","category":"Marketing","sector":"Digital media buying","domain":"advertimize.com","aiReadinessScore":70,"sourceConfidence":3.55,"sourceConfidenceLabel":"Thin","description":"Amsterdam digital media buying company focused on performance campaigns, programmatic buying and real-time bidding.","scoreBasis":{"summary":"Developing-readiness score: direct media-buying and optimization surface, with practical AI leverage in bidding, channel allocation, reporting and creative testing.","signals":["media buying operator","programmatic workflow","data-rich operations","2 public sources","source confidence 3.6/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Advertimize describes itself as a global digital media buying company based in Amsterdam and specialized in performance marketing campaigns.","sourceIds":["advertimize-home"]},{"text":"Its expertise page says it plans, buys and optimizes campaigns, including direct placements, programmatic buying and real-time bidding.","sourceIds":["advertimize-media-buying"]},{"text":"Advertimize emphasizes data-driven campaign optimization through tracking, measurement, reporting and budget shifts toward better-performing audiences and channels.","sourceIds":["advertimize-media-buying"]}],"sources":[{"id":"advertimize-home","label":"Advertimize official site","url":"https://advertimize.com/","host":"advertimize.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"advertimize-media-buying","label":"Advertimize media buying","url":"https://advertimize.com/#expertise","host":"advertimize.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":89,"name":"AMI Ads","category":"Marketing","sector":"Affiliate and performance agency","domain":"ami-ads.com","aiReadinessScore":69,"sourceConfidence":3.55,"sourceConfidenceLabel":"Thin","description":"Amsterdam performance agency using advertiser, publisher and in-house media tactics for campaign growth.","scoreBasis":{"summary":"Developing-readiness score: performance and affiliate operations create usable optimization data, but public AI proof is limited.","signals":["performance marketing surface","partner optimization workflow","2 public sources","source confidence 3.6/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"AMI Ads describes itself as a global affiliate and performance agency in Amsterdam.","sourceIds":["ami-home"]},{"text":"The advertiser section says AMI uses inventive in-house media tactics and performance-driven partnerships.","sourceIds":["ami-advertisers"]},{"text":"AMI frames its work around advertiser and publisher connections, which gives campaign tracking and partner optimization a practical AI surface.","sourceIds":["ami-home","ami-advertisers"]}],"sources":[{"id":"ami-home","label":"AMI Ads official site","url":"https://www.ami-ads.com/","host":"ami-ads.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"ami-advertisers","label":"AMI Ads advertisers","url":"https://www.ami-ads.com/#advertisers","host":"ami-ads.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":90,"name":"Wrkt Digital","category":"Marketing","sector":"AI-first performance marketing","domain":"wrkt.nl","aiReadinessScore":69,"sourceConfidence":3.55,"sourceConfidenceLabel":"Thin","description":"Amsterdam AI-first performance marketing agency for D2C ecommerce across paid social, Google Ads and lifecycle marketing.","scoreBasis":{"summary":"Developing-readiness score: explicit AI tooling and paid-media workflows, with small-team scale limiting readiness score despite strong relevance.","signals":["direct AI proof","paid media workflow","campaign automation","2 public sources","source confidence 3.6/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Wrkt Digital calls itself an AI-first performance marketing agency for D2C ecommerce brands and lists Meta Ads, TikTok Ads, Pinterest Ads, Google Ads and Klaviyo.","sourceIds":["wrkt-home"]},{"text":"Wrkt describes proprietary AI tooling for creative performance monitoring, competitor monitoring, automated bidding, budget allocation and anomaly detection.","sourceIds":["wrkt-about"]},{"text":"The about page places Wrkt Digital BV at Herengracht 372 in Amsterdam.","sourceIds":["wrkt-about"]}],"sources":[{"id":"wrkt-home","label":"Wrkt Digital home","url":"https://wrkt.nl/en/","host":"wrkt.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"wrkt-about","label":"Wrkt Digital about","url":"https://wrkt.nl/en/about","host":"wrkt.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":91,"name":"Click Crew Media","category":"Marketing","sector":"Performance advertising agency","domain":"clickcrewmedia.com","aiReadinessScore":69,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Amsterdam performance advertising agency using media buying, proprietary technology and creative strategy for conversion campaigns.","scoreBasis":{"summary":"Developing-readiness score: direct media-buying relevance and proprietary technology claims, with limited public detail on AI deployment.","signals":["media buying operator","proprietary technology signal","conversion optimization workflow","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Click Crew Media describes itself as a performance-based advertising agency from Amsterdam.","sourceIds":["click-crew-home"]},{"text":"The company says it has a passion for media buying and develops proprietary technology and creative strategies for high-volume conversions.","sourceIds":["click-crew-home"]},{"text":"The site lists its Amsterdam address at Tweede Constantijn Huygensstraat 54H.","sourceIds":["click-crew-home"]}],"sources":[{"id":"click-crew-home","label":"Click Crew Media official site","url":"https://www.clickcrewmedia.com/","host":"clickcrewmedia.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"click-crew-work","label":"Click Crew Media work","url":"https://www.clickcrewmedia.com/#what-we-do","host":"clickcrewmedia.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":92,"name":"Maken","category":"Marketing","sector":"AI marketing agency","domain":"maken.io","aiReadinessScore":69,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Amsterdam AI marketing agency building paid-media growth loops with generated creatives, ad data and senior strategy.","scoreBasis":{"summary":"Developing-readiness score: explicit AI and paid-social relevance, with smaller scale and less source depth than larger agency networks.","signals":["direct AI proof","paid media workflow","creative automation surface","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"Maken presents itself as an AI marketing agency running growth loops with AI-generated creatives and data-led campaign strategy.","sourceIds":["maken-home"]},{"text":"The site references Meta Ads, Facebook and Instagram campaigns guided by AI and a process that reviews site and ad data before strategy work.","sourceIds":["maken-home"]},{"text":"Maken lists an Amsterdam-Zuid address at Van Baerlestraat 13.","sourceIds":["maken-contact"]}],"sources":[{"id":"maken-home","label":"Maken official site","url":"https://maken.io/","host":"maken.io","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"maken-contact","label":"Maken contact details","url":"https://maken.io/#contact","host":"maken.io","checkedOn":"2026-06-02","qualityBadges":["Product proof","Company-owned"]}]},{"rank":93,"name":"AthenaStudies","category":"People","sector":"Learning technology","domain":"athenastudies.nl","aiReadinessScore":69,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"AthenaStudies is an Amsterdam people, learning or talent company with skills, matching and admin workflows that AI can accelerate.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around skills mapping, matching, recruiting, learning and admin workflows, but fewer public AI or hiring signals.","signals":["460 employees / $80.5M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"AthenaStudies's company-owned source anchors the learning technology business context used in this ranking.","sourceIds":["athenastudies-home"]},{"text":"TechList's Amsterdam directory lists AthenaStudies with category Edtech, 460 employees, $80.5M revenue estimate.","sourceIds":["athenastudies-techlist"]},{"text":"The AI-readiness case is strongest in skills mapping, matching, coaching, recruiting and learning operations where repeatable decisions and operating data already exist.","sourceIds":["athenastudies-home","athenastudies-techlist"]}],"sources":[{"id":"athenastudies-home","label":"AthenaStudies official site","url":"https://athenastudies.nl/","host":"athenastudies.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"athenastudies-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":94,"name":"Studytube","category":"People","sector":"Learning technology","domain":"studytube.nl","aiReadinessScore":69,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Studytube is an Amsterdam people, learning or talent company with skills, matching and admin workflows that AI can accelerate.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around skills mapping, matching, recruiting, learning and admin workflows, but fewer public AI or hiring signals.","signals":["228 employees / $35.1M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Studytube's company-owned source anchors the learning technology business context used in this ranking.","sourceIds":["studytube-home"]},{"text":"TechList's Amsterdam directory lists Studytube with category Edtech, 228 employees, $35.1M revenue estimate.","sourceIds":["studytube-techlist"]},{"text":"The AI-readiness case is strongest in skills mapping, matching, coaching, recruiting and learning operations where repeatable decisions and operating data already exist.","sourceIds":["studytube-home","studytube-techlist"]}],"sources":[{"id":"studytube-home","label":"Studytube official site","url":"https://www.studytube.com/","host":"studytube.com","checkedOn":"2026-06-02","qualityBadges":["External source"]},{"id":"studytube-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":95,"name":"Growy","category":"Commerce","sector":"Controlled-environment agriculture","domain":"growy.nl","aiReadinessScore":69,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Growy is an Amsterdam commerce company with product, logistics, service or marketplace data that can become more intelligent.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around catalogue, marketplace, logistics and customer-service workflows, but fewer public AI or hiring signals.","signals":["149 employees / $20.9M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Growy's company-owned source anchors the controlled-environment agriculture business context used in this ranking.","sourceIds":["growy-home"]},{"text":"TechList's Amsterdam directory lists Growy with category Farming, 149 employees, $20.9M revenue estimate.","sourceIds":["growy-techlist"]},{"text":"The AI-readiness case is strongest in catalogue operations, marketplace decisions, logistics and customer service where repeatable decisions and operating data already exist.","sourceIds":["growy-home","growy-techlist"]}],"sources":[{"id":"growy-home","label":"Growy official site","url":"https://www.growy.nl/","host":"growy.nl","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"growy-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":96,"name":"WeTransfer","category":"Media","sector":"Creative file sharing","domain":"wetransfer.com","aiReadinessScore":69,"sourceConfidence":3.3,"sourceConfidenceLabel":"Thin","description":"WeTransfer is an Amsterdam media company where audience, content and production workflows create practical AI leverage.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around content production, audience intelligence, search and recommendation, but fewer public AI or hiring signals.","signals":["digital product platform","2 public sources","source confidence 3.3/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found.","No independent or third-party source in this entry.","Only company-owned sources."],"evidence":[{"text":"WeTransfer's company-owned source anchors the creative file sharing business context used in this ranking.","sourceIds":["wetransfer-home"]},{"text":"WeTransfer runs a large creative file-sharing product, which gives it a high-volume digital product and media workflow surface.","sourceIds":["wetransfer-about"]},{"text":"The AI-readiness case is strongest in content production, audience intelligence, search and recommendation workflows where repeatable decisions and operating data already exist.","sourceIds":["wetransfer-home","wetransfer-about"]}],"sources":[{"id":"wetransfer-home","label":"WeTransfer official site","url":"https://wetransfer.com/","host":"wetransfer.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"wetransfer-about","label":"WeTransfer about","url":"https://wetransfer.com/about","host":"wetransfer.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]}]},{"rank":97,"name":"PCN","category":"People","sector":"Talent and staffing","domain":"teampcn.com","aiReadinessScore":68,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"PCN is an Amsterdam people, learning or talent company with skills, matching and admin workflows that AI can accelerate.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around skills mapping, matching, recruiting, learning and admin workflows, but fewer public AI or hiring signals.","signals":["149 employees / $19.7M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"PCN's company-owned source anchors the talent and staffing business context used in this ranking.","sourceIds":["pcn-home"]},{"text":"TechList's Amsterdam directory lists PCN with category Recruiting, 149 employees, $19.7M revenue estimate.","sourceIds":["pcn-techlist"]},{"text":"The AI-readiness case is strongest in skills mapping, matching, coaching, recruiting and learning operations where repeatable decisions and operating data already exist.","sourceIds":["pcn-home","pcn-techlist"]}],"sources":[{"id":"pcn-home","label":"PCN official site","url":"https://teampcn.com/","host":"teampcn.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"pcn-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":98,"name":"Spilberg","category":"People","sector":"Talent and staffing","domain":"vibegroup.com","aiReadinessScore":68,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Spilberg is an Amsterdam people, learning or talent company with skills, matching and admin workflows that AI can accelerate.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around skills mapping, matching, recruiting, learning and admin workflows, but fewer public AI or hiring signals.","signals":["141 employees / $18.6M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Spilberg's company-owned source anchors the talent and staffing business context used in this ranking.","sourceIds":["spilberg-home"]},{"text":"TechList's Amsterdam directory lists Spilberg with category Recruiting, 141 employees, $18.6M revenue estimate.","sourceIds":["spilberg-techlist"]},{"text":"The AI-readiness case is strongest in skills mapping, matching, coaching, recruiting and learning operations where repeatable decisions and operating data already exist.","sourceIds":["spilberg-home","spilberg-techlist"]}],"sources":[{"id":"spilberg-home","label":"Spilberg official site","url":"https://vibegroup.com/","host":"vibegroup.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"spilberg-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":99,"name":"Mileway","category":"Real Estate","sector":"Real estate","domain":"mileway.com","aiReadinessScore":67,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"Mileway is an Amsterdam real estate or built-environment company with asset, planning and customer workflows suited to AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around portfolio, building-data, planning and tenant workflows, but fewer public AI or hiring signals.","signals":["607 employees / $113.8M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"Mileway's company-owned source anchors the real estate business context used in this ranking.","sourceIds":["mileway-home"]},{"text":"TechList's Amsterdam directory lists Mileway with category Real Estate, 607 employees, $113.8M revenue estimate.","sourceIds":["mileway-techlist"]},{"text":"The AI-readiness case is strongest in portfolio decisions, building data, planning and tenant workflows where repeatable decisions and operating data already exist.","sourceIds":["mileway-home","mileway-techlist"]}],"sources":[{"id":"mileway-home","label":"Mileway official site","url":"https://mileway.com/","host":"mileway.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"mileway-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]},{"rank":100,"name":"UNStudio","category":"Real Estate","sector":"Architecture and design","domain":"unstudio.com","aiReadinessScore":67,"sourceConfidence":3.5,"sourceConfidenceLabel":"Thin","description":"UNStudio is an Amsterdam real estate or built-environment company with asset, planning and customer workflows suited to AI.","scoreBasis":{"summary":"Developing-readiness score: relevant operating surface around portfolio, building-data, planning and tenant workflows, but fewer public AI or hiring signals.","signals":["472 employees / $219.2M revenue signal","2 public sources","source confidence 3.5/5"]},"evidenceGaps":["No direct public AI proof found.","No public AI/data hiring signal found."],"evidence":[{"text":"UNStudio's company-owned source anchors the architecture and design business context used in this ranking.","sourceIds":["unstudio-home"]},{"text":"TechList's Amsterdam directory lists UNStudio with category Architecture, 472 employees, $219.2M revenue estimate.","sourceIds":["unstudio-techlist"]},{"text":"The AI-readiness case is strongest in portfolio decisions, building data, planning and tenant workflows where repeatable decisions and operating data already exist.","sourceIds":["unstudio-home","unstudio-techlist"]}],"sources":[{"id":"unstudio-home","label":"UNStudio official site","url":"https://www.unstudio.com/","host":"unstudio.com","checkedOn":"2026-06-02","qualityBadges":["Company-owned"]},{"id":"unstudio-techlist","label":"TechList Amsterdam directory","url":"https://techlist.ai/city/amsterdam","host":"techlist.ai","checkedOn":"2026-06-02","qualityBadges":["Third-party directory","Product proof"]}]}]}