USA startups / top 60

USA Startup AI Readiness Index

The ranked list of 60 privately held US startups with the clearest public proof of AI inside the product or operating layer.

Top 60 / 15 categories / reviewed June 12, 2026

60 with direct AI proof10 high-confidence entriesJSON export CSV export

60 shown

#01

100

AI readiness

Confidence 5/5

Frontier AI

OpenAI

San Francisco AI lab and product company behind ChatGPT, GPT models, Codex and the OpenAI API platform.

High source confidence / 6 sources / checked June 12, 2026

Evidence and confidence

OpenAI's API platform exposes frontier models, agent workflows and multimodal tools for developers building AI products.
OpenAI API platformProduct proofCompany-ownedchecked June 12, 2026
OpenAI released GPT-5.4 across ChatGPT, the API and Codex, positioning it for professional work across coding, documents, spreadsheets and presentations.
Introducing GPT-5.4Product proofCompany-ownedchecked June 12, 2026
OpenAI's 2026 financing and infrastructure announcements point to exceptional compute, distribution and capital scale.
2026 funding updateFundingProduct proofCompany-ownedchecked June 12, 2026
OpenAI compute infrastructureProduct proofCompany-ownedchecked June 12, 2026
Bloomberg OpenAI funding reportFundingProduct proofIndependent sourcechecked June 12, 2026
OpenAI's careers page describes active hiring for safe, beneficial AI systems across research, product and engineering.
OpenAI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Maximum score: direct AI proof, frontier model depth, developer platform scale, enterprise surface, capital and hiring evidence all show up in current public sources.

AI talent: 5
Technical depth: 5
Data maturity: 5
Live AI: 5
Automation surface: 5
Scale momentum: 5
Growth capital: 5
Source confidence: 5

#02

100

AI readiness

Confidence 5/5

Frontier AI

Anthropic

San Francisco frontier AI company building Claude, Claude Code, Claude Enterprise and agentic work systems.

High source confidence / 6 sources / checked June 12, 2026

Evidence and confidence

Anthropic's Claude Code product page describes an agentic coding system that reads codebases, edits files, runs tests and supports large engineering deployments.
Claude Code productProduct proofCompany-ownedchecked June 12, 2026
Claude Enterprise gives organizations governance, data controls, admin infrastructure and secure access to internal knowledge.
Claude EnterpriseProduct proofCompany-ownedchecked June 12, 2026
Anthropic's latest funding announcement shows exceptional enterprise demand, compute expansion and growth capital.
Series H fundingFundingCompany-ownedchecked June 12, 2026
Axios Anthropic funding reportFundingProduct proofIndependent sourcechecked June 12, 2026
Anthropic's careers page signals active AI research and engineering talent work around Claude and safe AI systems.
Anthropic careersHiringCompany-ownedchecked June 12, 2026

Score signals

Maximum-adjacent score: Anthropic has direct model proof, strong enterprise and coding surfaces, deep AI talent signals, current capital and high source confidence.

AI talent: 5
Technical depth: 5
Data maturity: 5
Live AI: 5
Automation surface: 5
Scale momentum: 4.95
Growth capital: 5
Source confidence: 5

#03

AI readiness

Confidence 4.9/5

Data & AI Platform

Databricks

San Francisco data and AI company building the Databricks Data Intelligence Platform and Mosaic AI for enterprise model and agent workflows.

High source confidence / 4 sources / checked June 12, 2026

Evidence and confidence

Databricks documents Mosaic AI as an integrated platform for building, deploying and managing AI and machine learning applications.
Mosaic AI documentationProduct proofCompany-ownedchecked June 12, 2026
The company positions its core platform around data, AI, governance and production enterprise workloads.
Databricks platformProduct proofCompany-ownedchecked June 12, 2026
The Series J financing announcement shows major scale momentum, revenue run-rate context and growth capital.
Series J financingFundingProduct proofIndependent sourcechecked June 12, 2026
Databricks' careers page adds a hiring signal for the data and AI operating layer behind the platform.
Databricks careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Front-runner score: Databricks has rare data maturity, production AI tooling, enterprise platform depth, capital scale and strong public documentation.

AI talent: 4.80
Technical depth: 5
Data maturity: 5
Live AI: 4.85
Automation surface: 4.85
Scale momentum: 4.90
Growth capital: 5
Source confidence: 4.90

#04

AI readiness

Confidence 4.7/5

Frontier AI

xAI

US frontier AI company building Grok models, API products, voice agents and enterprise AI offerings.

High source confidence / 5 sources / checked June 12, 2026

Evidence and confidence

xAI launched Grok Business and Grok Enterprise with admin, privacy and enterprise workflow controls.
Grok Business and EnterpriseProduct proofCompany-ownedchecked June 12, 2026
xAI's voice agent announcement describes API availability for complex, multi-step workflows across customer support, sales and enterprise scenarios.
Grok voice agent APIProduct proofCompany-ownedchecked June 12, 2026
xAI has raised large late-stage funding rounds, with official Series C backing and reported Series E capital for continued model and infrastructure expansion.
xAI Series CFundingProduct proofCompany-ownedchecked June 12, 2026
Reported xAI Series EFundingProduct proofIndependent sourcechecked June 12, 2026
xAI's careers page signals active hiring for AI systems that advance the company's model and product work.
xAI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Frontier score: xAI shows direct model and enterprise product proof, strong talent and capital signals, with slightly lower source confidence because its newest financing signal is third-party reported.

AI talent: 5
Technical depth: 4.90
Data maturity: 4.75
Live AI: 4.90
Automation surface: 4.75
Scale momentum: 4.85
Growth capital: 5
Source confidence: 4.65

#05

AI readiness

Confidence 4.8/5

AI Infrastructure

Scale AI

San Francisco AI infrastructure company providing data, evaluation and applied AI systems for frontier labs, enterprises and government.

High source confidence / 5 sources / checked June 12, 2026

Evidence and confidence

Scale describes itself as providing data and full-stack technologies that power leading models and help organizations deploy AI applications.
Scale AI about and valuationFundingProduct proofCompany-ownedchecked June 12, 2026
Scale's GenerativeAI Platform supports enterprise agents, data connection, execution, evaluation and production oversight.
Scale GenAI PlatformProduct proofCompany-ownedchecked June 12, 2026
The company reports a 2026 Pentagon agreement expansion covering Scale products, services and classified generative AI deployment.
Pentagon AI partnership expansionFundingProduct proofCompany-ownedchecked June 12, 2026
Scale's public valuation and AI hiring signals support its growth capital and talent scores.
Scale AI about and valuationFundingProduct proofCompany-ownedchecked June 12, 2026
TechCrunch Scale investment reportFundingProduct proofIndependent sourcechecked June 12, 2026
Scale AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Infrastructure score: Scale is strongest on data maturity, enterprise/government AI deployment and automation surface, with a small confidence haircut for leadership and ownership changes after Meta's investment.

AI talent: 4.85
Technical depth: 4.75
Data maturity: 5
Live AI: 4.75
Automation surface: 4.90
Scale momentum: 4.70
Growth capital: 5
Source confidence: 4.80

#06

AI readiness

Confidence 4.8/5

Defense AI

Anduril

Costa Mesa defense technology startup building autonomous systems, Lattice command-and-control software and software-defined manufacturing.

High source confidence / 5 sources / checked June 12, 2026

Evidence and confidence

Anduril's 2026 Series H announcement ties its strategy to AI, autonomy, Lattice and high-rate defense production.
Anduril Series HFundingProduct proofCompany-ownedchecked June 12, 2026
TechCrunch Anduril funding reportFundingProduct proofIndependent sourcechecked June 12, 2026
The Arsenal strategy describes software-defined manufacturing for autonomous systems and a large-scale production platform.
Rebuild the ArsenalCompany-ownedchecked June 12, 2026
The JIATF-401 announcement shows Lattice selected as a tactical command-and-control platform for counter-UAS operations.
Lattice C-UAS selectionProduct proofCompany-ownedchecked June 12, 2026
Anduril's careers page supports the AI and autonomy talent signal behind its technical depth.
Anduril careersHiringCompany-ownedchecked June 12, 2026

Score signals

Applied AI score: Anduril has unusually strong technical depth, live autonomy proof, capital and production momentum, with less general-purpose enterprise automation than the top frontier labs.

AI talent: 4.75
Technical depth: 4.90
Data maturity: 4.75
Live AI: 4.80
Automation surface: 4.80
Scale momentum: 4.80
Growth capital: 5
Source confidence: 4.75

#07

AI readiness

Confidence 4.5/5

AI Search

Perplexity

San Francisco AI answer and research company building Perplexity Enterprise, Computer and Comet for cited work, internal knowledge and agentic browsing.

High source confidence / 4 sources / checked June 12, 2026

Evidence and confidence

Perplexity Enterprise combines model orchestration, files, tools, tasks, deep research and complex projects for teams.
Perplexity EnterpriseProduct proofCompany-ownedchecked June 12, 2026
Internal Knowledge Search connects organizational files with web search and supports source-cited enterprise answers.
Internal Knowledge SearchProduct proofCompany-ownedchecked June 12, 2026
Perplexity's enterprise page shows broad organizational adoption and live product surfaces across research, browser and computer workflows.
Perplexity EnterpriseProduct proofCompany-ownedchecked June 12, 2026
Third-party market research points to strong revenue, user and valuation momentum for the startup.
Perplexity revenue and valuationFundingIndependent sourcechecked June 12, 2026

Score signals

Product score: Perplexity has direct AI product proof and strong automation surface around research and browsing, with source confidence slightly lower because the strongest valuation signal is third-party.

AI talent: 4.70
Technical depth: 4.65
Data maturity: 4.65
Live AI: 4.80
Automation surface: 4.75
Scale momentum: 4.75
Growth capital: 4.75
Source confidence: 4.50

#08

AI readiness

Confidence 4.8/5

Enterprise AI

Glean

Palo Alto enterprise AI startup building search, assistant and agents grounded in company knowledge and enterprise context.

High source confidence / 6 sources / checked June 12, 2026

Evidence and confidence

Glean's product overview describes an enterprise context platform that connects data, search, enterprise graph and memory for AI automation.
Glean product overviewProduct proofCompany-ownedchecked June 12, 2026
Glean Agents gives teams governed, permission-aware agents that reason and take action using enterprise context.
Glean AgentsProduct proofCompany-ownedchecked June 12, 2026
Glean's 2026 funding and ARR announcements show rapid enterprise adoption, partner expansion and agent action volume.
Glean Series FFundingCompany-ownedchecked June 12, 2026
Glean ARR milestoneProduct proofCompany-ownedchecked June 12, 2026
TechCrunch Glean ARR reportProduct proofIndependent sourcechecked June 12, 2026
Glean's careers page supports an AI talent signal for building the work AI platform.
Glean careersHiringCompany-ownedchecked June 12, 2026

Score signals

Enterprise score: Glean is strong on data maturity and automation surface because it sits across company knowledge, permissions, search, memory and agents.

AI talent: 4.55
Technical depth: 4.60
Data maturity: 4.80
Live AI: 4.65
Automation surface: 4.85
Scale momentum: 4.55
Growth capital: 4.60
Source confidence: 4.75

#09

AI readiness

Confidence 4.5/5

AI Coding

Anysphere / Cursor

San Francisco startup behind Cursor, an AI-native code editor and agentic software development environment.

High source confidence / 4 sources / checked June 12, 2026

Evidence and confidence

Cursor's product page presents AI agents for building software, codebase indexing and long-running autonomous coding research.
Cursor productProduct proofCompany-ownedchecked June 12, 2026
Cursor documentation describes an AI-powered code editor that understands a codebase and supports natural-language coding workflows.
Cursor documentationProduct proofCompany-ownedchecked June 12, 2026
Public market data reports Anysphere's late-stage funding and valuation momentum.
Anysphere valuation and fundingFundingchecked June 12, 2026
Cursor's careers page supports the AI talent signal behind the product's developer tooling depth.
Cursor careersHiringCompany-ownedchecked June 12, 2026

Score signals

Coding-agent score: Cursor has direct AI proof and technical product depth, with a confidence haircut because the strongest funding evidence is third-party.

AI talent: 4.55
Technical depth: 4.70
Data maturity: 4.50
Live AI: 4.70
Automation surface: 4.60
Scale momentum: 4.50
Growth capital: 4.75
Source confidence: 4.45

#10

AI readiness

Confidence 4.7/5

Legal AI

Harvey

San Francisco legal AI startup building agentic workflows for law firms, in-house teams and professional services.

High source confidence / 5 sources / checked June 12, 2026

Evidence and confidence

Harvey's funding announcement describes legal agents running work across M&A, due diligence, contract drafting and document review.
Harvey funding and scaleFundingProduct proofCompany-ownedchecked June 12, 2026
TechCrunch Harvey funding reportFundingIndependent sourcechecked June 12, 2026
Harvey's Agent Builder announcement shows customers creating custom agents for complex legal work with governance and control.
Harvey Agent BuilderProduct proofCompany-ownedchecked June 12, 2026
Harvey's agentic platform article reports daily task execution and weekly term extraction volume, pointing to live usage and data maturity.
Harvey agentic platformProduct proofCompany-ownedchecked June 12, 2026
Harvey's product site positions the company as AI software for legal and professional services.
Harvey product siteProduct proofCompany-ownedchecked June 12, 2026

Score signals

Vertical AI score: Harvey has strong workflow automation and data maturity in a regulated domain, with slightly lower technical breadth than infrastructure or frontier model companies.

AI talent: 4.35
Technical depth: 4.35
Data maturity: 4.65
Live AI: 4.60
Automation surface: 4.75
Scale momentum: 4.40
Growth capital: 4.60
Source confidence: 4.70

#11

AI readiness

Confidence 4.1/5

Robotics AI

Figure AI

California robotics startup building general-purpose humanoid robots for commercial work.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Figure AI's company-owned source presents humanoid robots built for autonomous workplace tasks.
Figure AI product siteProduct proofCompany-ownedchecked June 12, 2026
Figure AI's careers source supports an active AI talent signal behind robotics AI, perception and systems engineering work.
Figure AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Robotics AI score: Figure AI has direct AI proof through embodied AI robotics, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.80
Technical depth: 4.75
Data maturity: 4.65
Live AI: 4.85
Automation surface: 4.80
Scale momentum: 4.65
Growth capital: 2.20
Source confidence: 4.10

#12

AI readiness

Confidence 4/5

Customer AI

Sierra

San Francisco startup building conversational AI agents for customer experience teams.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Sierra's company-owned source presents AI agents for customer service and enterprise workflows.
Sierra product siteProduct proofCompany-ownedchecked June 12, 2026
Sierra's careers source supports an active AI talent signal behind agent product, engineering and customer deployment work.
Sierra careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Customer AI score: Sierra has direct AI proof through customer-facing AI agents, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.55
Technical depth: 4.55
Data maturity: 4.65
Live AI: 4.75
Automation surface: 4.80
Scale momentum: 4.55
Growth capital: 3
Source confidence: 4.05

#13

AI readiness

Confidence 4/5

AI Coding

Cognition

Applied AI startup behind Devin, an autonomous software engineering agent.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Cognition's company-owned source presents Devin as an AI software engineer for planning and executing coding tasks.
Cognition product siteProduct proofCompany-ownedchecked June 12, 2026
Cognition's careers source supports an active AI talent signal behind agentic software engineering and applied AI work.
Cognition careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

AI Coding score: Cognition has direct AI proof through autonomous coding agents, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.75
Technical depth: 4.70
Data maturity: 4.60
Live AI: 4.80
Automation surface: 4.75
Scale momentum: 4.60
Growth capital: 2.15
Source confidence: 4.05

#14

AI readiness

Confidence 4/5

AI Infrastructure

Together AI

San Francisco AI cloud company for training, fine-tuning and serving open models.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Together AI's company-owned source presents cloud infrastructure for training, fine-tuning and running generative AI models.
Together AI product siteProduct proofCompany-ownedchecked June 12, 2026
Together AI's careers source supports an active AI talent signal behind distributed systems and model infrastructure work.
Together AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Together AI has direct AI proof through model training and inference infrastructure, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.65
Technical depth: 4.85
Data maturity: 4.80
Live AI: 4.65
Automation surface: 4.75
Scale momentum: 4.60
Growth capital: 1.93
Source confidence: 4.05

#15

AI readiness

Confidence 4/5

AI Infrastructure

Lambda

San Francisco company providing GPU cloud infrastructure for AI teams.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Lambda's company-owned source presents GPU cloud and AI compute infrastructure for model builders.
Lambda product siteProduct proofCompany-ownedchecked June 12, 2026
Lambda's careers source supports an active AI talent signal behind AI infrastructure, cloud and systems engineering work.
Lambda careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Lambda has direct AI proof through GPU cloud infrastructure, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.60
Technical depth: 4.80
Data maturity: 4.75
Live AI: 4.60
Automation surface: 4.70
Scale momentum: 4.55
Growth capital: 1.88
Source confidence: 4

#16

AI readiness

Confidence 4/5

AI Infrastructure

Crusoe

Denver infrastructure company building energy-aware compute for AI workloads.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Crusoe's company-owned source presents AI infrastructure and cloud capacity for compute-intensive workloads.
Crusoe product siteProduct proofCompany-ownedchecked June 12, 2026
Crusoe's careers source supports an active AI talent signal behind data center, cloud and AI infrastructure execution.
Crusoe careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Crusoe has direct AI proof through AI data center infrastructure, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.60
Technical depth: 4.80
Data maturity: 4.75
Live AI: 4.60
Automation surface: 4.70
Scale momentum: 4.55
Growth capital: 1.88
Source confidence: 4

#17

AI readiness

Confidence 4/5

AI Infrastructure

Groq

California AI inference company building LPU systems and hosted inference.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Groq's company-owned source presents fast AI inference infrastructure through its LPU and cloud products.
Groq product siteProduct proofCompany-ownedchecked June 12, 2026
Groq's careers source supports an active AI talent signal behind compiler, silicon and AI infrastructure engineering work.
Groq careersHiringCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Groq has direct AI proof through AI inference infrastructure, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.55
Technical depth: 4.75
Data maturity: 4.70
Live AI: 4.55
Automation surface: 4.65
Scale momentum: 4.50
Growth capital: 1.77
Source confidence: 4

#18

AI readiness

Confidence 4/5

AI Infrastructure

Cerebras

Sunnyvale AI systems company building wafer-scale AI accelerators and inference services.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Cerebras's company-owned source presents AI accelerator systems and inference services for large model workloads.
Cerebras product siteProduct proofCompany-ownedchecked June 12, 2026
Cerebras's careers source supports an active AI talent signal behind AI hardware, systems software and infrastructure work.
Cerebras careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Cerebras has direct AI proof through AI accelerator systems, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.55
Technical depth: 4.75
Data maturity: 4.70
Live AI: 4.55
Automation surface: 4.65
Scale momentum: 4.50
Growth capital: 1.77
Source confidence: 4

#19

AI readiness

Confidence 4/5

AI Infrastructure

SambaNova

Palo Alto company building full-stack AI systems for enterprise generative AI.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

SambaNova's company-owned source presents full-stack AI platform products for enterprise model deployment.
SambaNova product siteProduct proofCompany-ownedchecked June 12, 2026
SambaNova's careers source supports an active AI talent signal behind AI systems, platform and customer deployment work.
SambaNova careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: SambaNova has direct AI proof through enterprise AI systems, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.50
Technical depth: 4.70
Data maturity: 4.65
Live AI: 4.50
Automation surface: 4.60
Scale momentum: 4.45
Growth capital: 1.72
Source confidence: 3.95

#20

AI readiness

Confidence 4/5

AI Infrastructure

Fireworks AI

Redwood City AI infrastructure startup providing fast model inference and fine-tuning tools.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Fireworks AI's company-owned source presents a generative AI platform for inference, fine-tuning and model deployment.
Fireworks AI product siteProduct proofCompany-ownedchecked June 12, 2026
Fireworks AI's careers source supports an active AI talent signal behind model serving, infrastructure and applied AI engineering work.
Fireworks AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Fireworks AI has direct AI proof through model inference infrastructure, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.50
Technical depth: 4.70
Data maturity: 4.65
Live AI: 4.50
Automation surface: 4.60
Scale momentum: 4.45
Growth capital: 1.72
Source confidence: 3.95

#21

AI readiness

Confidence 4/5

AI Infrastructure

Modal

New York infrastructure startup for running AI, data and batch workloads in the cloud.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Modal's company-owned source presents cloud infrastructure for running AI jobs, model inference and data workloads.
Modal product siteProduct proofCompany-ownedchecked June 12, 2026
Modal's careers source supports an active AI talent signal behind cloud runtime, developer tooling and AI infrastructure work.
Modal careersHiringCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Modal has direct AI proof through serverless AI compute, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.40
Technical depth: 4.50
Data maturity: 4.50
Live AI: 4.50
Automation surface: 4.50
Scale momentum: 4.35
Growth capital: 2.42
Source confidence: 3.95

#22

AI readiness

Confidence 4/5

AI Infrastructure

Baseten

San Francisco startup helping teams deploy, serve and monitor machine learning models.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Baseten's company-owned source presents model deployment infrastructure for production AI applications.
Baseten product siteProduct proofCompany-ownedchecked June 12, 2026
Baseten's careers source supports an active AI talent signal behind model serving, infrastructure and applied ML platform work.
Baseten careersHiringCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Baseten has direct AI proof through production model deployment, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.40
Technical depth: 4.50
Data maturity: 4.50
Live AI: 4.50
Automation surface: 4.50
Scale momentum: 4.35
Growth capital: 2.42
Source confidence: 3.95

#23

AI readiness

Confidence 3.9/5

AI Infrastructure

Replicate

San Francisco developer platform for running and deploying open-source AI models.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Replicate's company-owned source presents hosted APIs for running and deploying open AI models.
Replicate product siteProduct proofCompany-ownedchecked June 12, 2026
Replicate's careers source supports an active AI talent signal behind developer tooling, model serving and infrastructure work.
Replicate careersHiringCompany-ownedchecked June 12, 2026

Score signals

AI Infrastructure score: Replicate has direct AI proof through hosted open model APIs, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.35
Technical depth: 4.45
Data maturity: 4.45
Live AI: 4.45
Automation surface: 4.45
Scale momentum: 4.30
Growth capital: 2.37
Source confidence: 3.90

#24

AI readiness

Confidence 3.9/5

Data & AI Platform

Hugging Face

New York AI platform company hosting models, datasets, spaces and enterprise AI tooling.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Hugging Face's company-owned source presents a large model, dataset and application platform for AI builders.
Hugging Face product siteProduct proofCompany-ownedchecked June 12, 2026
Hugging Face's careers source supports an active AI talent signal behind open-source AI, platform and infrastructure work.
Hugging Face careersHiringCompany-ownedchecked June 12, 2026

Score signals

Data & AI Platform score: Hugging Face has direct AI proof through model and dataset platform depth, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.40
Technical depth: 4.50
Data maturity: 4.60
Live AI: 4.30
Automation surface: 4.40
Scale momentum: 4.25
Growth capital: 2.32
Source confidence: 3.90

#25

AI readiness

Confidence 3.9/5

Agentic AI

LangChain

San Francisco startup building developer tools for LLM applications, agents and observability.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

LangChain's company-owned source presents framework and platform tooling for LLM applications and agents.
LangChain product siteProduct proofCompany-ownedchecked June 12, 2026
LangChain's careers source supports an active AI talent signal behind agent tooling, observability and developer platform work.
LangChain careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Agentic AI score: LangChain has direct AI proof through LLM agent developer tooling, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.
Top-25 source diversity needs more proof.

AI talent: 4.45
Technical depth: 4.40
Data maturity: 4.30
Live AI: 4.50
Automation surface: 4.45
Scale momentum: 4.30
Growth capital: 1.65
Source confidence: 3.90

#26

AI readiness

Confidence 3.9/5

Data & AI Platform

Pinecone

New York vector database company used for retrieval and memory in AI applications.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Pinecone's company-owned source presents vector database infrastructure for AI search, retrieval and memory.
Pinecone product siteProduct proofCompany-ownedchecked June 12, 2026
Pinecone's careers source supports an active AI talent signal behind database, distributed systems and AI application infrastructure work.
Pinecone careersHiringCompany-ownedchecked June 12, 2026

Score signals

Data & AI Platform score: Pinecone has direct AI proof through AI retrieval infrastructure, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.35
Technical depth: 4.45
Data maturity: 4.55
Live AI: 4.25
Automation surface: 4.35
Scale momentum: 4.20
Growth capital: 2.20
Source confidence: 3.90

#27

AI readiness

Confidence 3.9/5

Data & AI Platform

Chroma

San Francisco startup building an open-source database for embeddings and AI applications.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Chroma's company-owned source presents embedding database infrastructure for AI-native applications.
Chroma product siteProduct proofCompany-ownedchecked June 12, 2026
Chroma's careers source supports an active AI talent signal behind database, developer tooling and AI infrastructure work.
Chroma careersHiringCompany-ownedchecked June 12, 2026

Score signals

Data & AI Platform score: Chroma has direct AI proof through embedding database infrastructure, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.30
Technical depth: 4.40
Data maturity: 4.50
Live AI: 4.20
Automation surface: 4.30
Scale momentum: 4.15
Growth capital: 2.15
Source confidence: 3.85

#28

AI readiness

Confidence 3.9/5

Data & AI Platform

LlamaIndex

San Francisco startup building data frameworks and workflow tools for LLM applications.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

LlamaIndex's company-owned source presents data framework and platform tooling for connecting private data to LLM applications.
LlamaIndex product siteProduct proofCompany-ownedchecked June 12, 2026
LlamaIndex's careers source supports an active AI talent signal behind LLM data, agent workflow and developer platform work.
LlamaIndex careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Data & AI Platform score: LlamaIndex has direct AI proof through LLM data orchestration, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.30
Technical depth: 4.40
Data maturity: 4.50
Live AI: 4.20
Automation surface: 4.30
Scale momentum: 4.15
Growth capital: 2.15
Source confidence: 3.85

#29

AI readiness

Confidence 3.9/5

AI Coding

Replit

San Francisco development platform adding AI agents to software creation and deployment.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Replit's company-owned source presents AI coding tools and agents for building software in the browser.
Replit product siteProduct proofCompany-ownedchecked June 12, 2026
Replit's careers source supports an active AI talent signal behind developer experience, AI agents and cloud runtime work.
Replit careersHiringCompany-ownedchecked June 12, 2026

Score signals

AI Coding score: Replit has direct AI proof through AI software creation workflows, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.40
Technical depth: 4.35
Data maturity: 4.25
Live AI: 4.45
Automation surface: 4.40
Scale momentum: 4.25
Growth capital: 1.60
Source confidence: 3.85

#30

AI readiness

Confidence 3.9/5

AI Coding

Magic

San Francisco AI coding startup building models and agents for software development.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Magic's company-owned source presents AI systems for software engineering automation.
Magic product siteProduct proofCompany-ownedchecked June 12, 2026
Magic's careers source supports an active AI talent signal behind model research and AI coding infrastructure work.
Magic careersHiringCompany-ownedchecked June 12, 2026

Score signals

AI Coding score: Magic has direct AI proof through AI coding model development, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.35
Technical depth: 4.30
Data maturity: 4.20
Live AI: 4.40
Automation surface: 4.35
Scale momentum: 4.20
Growth capital: 1.48
Source confidence: 3.85

#31

AI readiness

Confidence 3.9/5

Enterprise AI

Hebbia

New York enterprise AI company building agents for document-heavy knowledge work.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Hebbia's company-owned source presents AI agents for financial, legal and enterprise research workflows.
Hebbia product siteProduct proofCompany-ownedchecked June 12, 2026
Hebbia's careers source supports an active AI talent signal behind agent product, retrieval and enterprise deployment work.
Hebbia careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Enterprise AI score: Hebbia has direct AI proof through enterprise research agents, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.35
Technical depth: 4.30
Data maturity: 4.20
Live AI: 4.40
Automation surface: 4.35
Scale momentum: 4.20
Growth capital: 1.48
Source confidence: 3.85

#32

AI readiness

Confidence 3.9/5

Enterprise AI

Writer

San Francisco company building generative AI applications and agents for enterprise teams.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Writer's company-owned source presents enterprise generative AI applications, agents and governance tools.
Writer product siteProduct proofCompany-ownedchecked June 12, 2026
Writer's careers source supports an active AI talent signal behind enterprise AI platform and applied model work.
Writer careersHiringCompany-ownedchecked June 12, 2026

Score signals

Enterprise AI score: Writer has direct AI proof through enterprise generative AI platform, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.15
Technical depth: 4.15
Data maturity: 4.25
Live AI: 4.35
Automation surface: 4.40
Scale momentum: 4.15
Growth capital: 2.33
Source confidence: 3.85

#33

AI readiness

Confidence 3.8/5

Enterprise AI

Jasper

Austin company building AI tools for marketing content, brand governance and campaign workflows.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Jasper's company-owned source presents AI marketing tools for content and brand workflows.
Jasper product siteProduct proofCompany-ownedchecked June 12, 2026
Jasper's careers source supports an active AI talent signal behind applied AI, product and go-to-market workflow development.
Jasper careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Enterprise AI score: Jasper has direct AI proof through AI marketing workflow automation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.10
Technical depth: 4.10
Data maturity: 4.20
Live AI: 4.30
Automation surface: 4.35
Scale momentum: 4.10
Growth capital: 2.28
Source confidence: 3.80

#34

AI readiness

Confidence 3.8/5

Creative AI

Typeface

San Francisco startup building generative AI content tools for enterprise brands.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Typeface's company-owned source presents brand-safe generative AI content tooling for enterprise teams.
Typeface product siteProduct proofCompany-ownedchecked June 12, 2026
Typeface's careers source supports an active AI talent signal behind creative AI, enterprise product and applied model work.
Typeface careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Creative AI score: Typeface has direct AI proof through enterprise creative generation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.10
Technical depth: 4.15
Data maturity: 3.95
Live AI: 4.40
Automation surface: 4.30
Scale momentum: 4.20
Growth capital: 2.52
Source confidence: 3.80

#35

AI readiness

Confidence 3.8/5

Creative AI

Runway

New York creative AI company building generative video and media production tools.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Runway's company-owned source presents generative video and creative production AI tools.
Runway product siteProduct proofCompany-ownedchecked June 12, 2026
Runway's careers source supports an active AI talent signal behind AI research, media tooling and model product work.
Runway careersHiringCompany-ownedchecked June 12, 2026

Score signals

Creative AI score: Runway has direct AI proof through generative video products, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.10
Technical depth: 4.15
Data maturity: 3.95
Live AI: 4.40
Automation surface: 4.30
Scale momentum: 4.20
Growth capital: 2.52
Source confidence: 3.80

#36

AI readiness

Confidence 3.8/5

Creative AI

Luma AI

California AI company building generative video and 3D creation models.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Luma AI's company-owned source presents generative video and 3D AI products for creators.
Luma AI product siteProduct proofCompany-ownedchecked June 12, 2026
Luma AI's careers source supports an active AI talent signal behind AI research, graphics and product engineering work.
Luma AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Creative AI score: Luma AI has direct AI proof through video and 3D generation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.05
Technical depth: 4.10
Data maturity: 3.90
Live AI: 4.35
Automation surface: 4.25
Scale momentum: 4.15
Growth capital: 2.40
Source confidence: 3.80

#37

AI readiness

Confidence 3.8/5

Creative AI

Pika

California creative AI startup building text-to-video and video editing tools.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Pika's company-owned source presents AI video generation and editing tools for creators.
Pika product siteProduct proofCompany-ownedchecked June 12, 2026
Pika's careers source supports an active AI talent signal behind generative video research and product work.
Pika careersHiringCompany-ownedchecked June 12, 2026

Score signals

Creative AI score: Pika has direct AI proof through AI video creation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.05
Technical depth: 4.10
Data maturity: 3.90
Live AI: 4.35
Automation surface: 4.25
Scale momentum: 4.15
Growth capital: 2.40
Source confidence: 3.80

#38

AI readiness

Confidence 3.8/5

Creative AI

Suno

Massachusetts AI music startup building generative audio tools for creators.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Suno's company-owned source presents generative music and audio creation tools.
Suno product siteProduct proofCompany-ownedchecked June 12, 2026
Suno's careers source supports an active AI talent signal behind audio model, product and applied AI work.
Suno careersHiringCompany-ownedchecked June 12, 2026

Score signals

Creative AI score: Suno has direct AI proof through generative music products, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.05
Technical depth: 4.10
Data maturity: 3.90
Live AI: 4.35
Automation surface: 4.25
Scale momentum: 4.15
Growth capital: 2.40
Source confidence: 3.80

#39

AI readiness

Confidence 3.8/5

Voice AI

ElevenLabs

New York voice AI company building speech synthesis, dubbing and audio generation tools.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

ElevenLabs's company-owned source presents AI voice generation, dubbing and speech tools.
ElevenLabs product siteProduct proofCompany-ownedchecked June 12, 2026
ElevenLabs's careers source supports an active AI talent signal behind voice model, audio product and infrastructure work.
ElevenLabs careersHiringCompany-ownedchecked June 12, 2026

Score signals

Voice AI score: ElevenLabs has direct AI proof through AI voice generation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4
Technical depth: 4.05
Data maturity: 3.85
Live AI: 4.30
Automation surface: 4.20
Scale momentum: 4.10
Growth capital: 2.35
Source confidence: 3.75

#40

AI readiness

Confidence 3.8/5

Consumer AI

Character.AI

California consumer AI company building conversational character experiences.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Character.AI's company-owned source presents consumer conversational AI characters and companion workflows.
Character.AI product siteProduct proofCompany-ownedchecked June 12, 2026
Character.AI's careers source supports an active AI talent signal behind model, safety and consumer AI product work.
Character.AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Consumer AI score: Character.AI has direct AI proof through consumer conversational agents, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4.20
Technical depth: 4.15
Data maturity: 4.05
Live AI: 4.25
Automation surface: 4.20
Scale momentum: 4.05
Growth capital: 1.27
Source confidence: 3.75

#41

AI readiness

Confidence 3.8/5

Creative AI

Gamma

San Francisco startup using AI to generate presentations, documents and websites.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Gamma's company-owned source presents AI-generated presentations, documents and web pages.
Gamma product siteProduct proofCompany-ownedchecked June 12, 2026
Gamma's careers source supports an active AI talent signal behind creative tooling and AI product development.
Gamma careersHiringCompany-ownedchecked June 12, 2026

Score signals

Creative AI score: Gamma has direct AI proof through AI presentation creation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4
Technical depth: 4.05
Data maturity: 3.85
Live AI: 4.30
Automation surface: 4.20
Scale momentum: 4.10
Growth capital: 2.35
Source confidence: 3.75

#42

AI readiness

Confidence 3.8/5

Creative AI

Descript

San Francisco company building AI-assisted video, podcast and transcription workflows.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Descript's company-owned source presents AI-assisted editing, transcription and media production tools.
Descript product siteProduct proofCompany-ownedchecked June 12, 2026
Descript's careers source supports an active AI talent signal behind media AI, product engineering and creator workflow work.
Descript careersHiringCompany-ownedchecked June 12, 2026

Score signals

Creative AI score: Descript has direct AI proof through AI media editing workflows, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.95
Technical depth: 4
Data maturity: 3.80
Live AI: 4.25
Automation surface: 4.15
Scale momentum: 4.05
Growth capital: 2.23
Source confidence: 3.75

#43

AI readiness

Confidence 3.8/5

Healthcare AI

Abridge

Pittsburgh healthcare AI company automating clinical documentation from medical conversations.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Abridge's company-owned source presents AI clinical documentation tools for healthcare providers.
Abridge product siteProduct proofCompany-ownedchecked June 12, 2026
Abridge's careers source supports an active AI talent signal behind clinical AI, language models and health system deployment work.
Abridge careersHiringCompany-ownedchecked June 12, 2026

Score signals

Healthcare AI score: Abridge has direct AI proof through clinical documentation automation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4
Technical depth: 4
Data maturity: 4.20
Live AI: 4.10
Automation surface: 4.15
Scale momentum: 3.85
Growth capital: 1.77
Source confidence: 3.75

#44

AI readiness

Confidence 3.8/5

Healthcare AI

Ambience Healthcare

San Francisco startup building ambient AI documentation and coding tools for clinicians.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Ambience Healthcare's company-owned source presents ambient AI tools for clinical documentation and medical coding.
Ambience Healthcare product siteProduct proofCompany-ownedchecked June 12, 2026
Ambience Healthcare's careers source supports an active AI talent signal behind clinical AI, health product and deployment work.
Ambience Healthcare careersHiringCompany-ownedchecked June 12, 2026

Score signals

Healthcare AI score: Ambience Healthcare has direct AI proof through ambient clinical AI workflows, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 4
Technical depth: 4
Data maturity: 4.20
Live AI: 4.10
Automation surface: 4.15
Scale momentum: 3.85
Growth capital: 1.77
Source confidence: 3.75

#45

AI readiness

Confidence 3.7/5

Healthcare AI

Hippocratic AI

California healthcare AI startup building safety-focused generative agents for patient-facing workflows.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Hippocratic AI's company-owned source presents healthcare AI agents for patient and care team workflows.
Hippocratic AI product siteProduct proofCompany-ownedchecked June 12, 2026
Hippocratic AI's careers source supports an active AI talent signal behind clinical safety, model and healthcare deployment work.
Hippocratic AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Healthcare AI score: Hippocratic AI has direct AI proof through healthcare AI agents, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.95
Technical depth: 3.95
Data maturity: 4.15
Live AI: 4.05
Automation surface: 4.10
Scale momentum: 3.80
Growth capital: 1.72
Source confidence: 3.70

#46

AI readiness

Confidence 3.7/5

Healthcare AI

OpenEvidence

Cambridge medical AI company building evidence retrieval and answer tools for clinicians.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

OpenEvidence's company-owned source presents AI medical evidence search and answer workflows for clinicians.
OpenEvidence product siteProduct proofCompany-ownedchecked June 12, 2026
OpenEvidence's careers source supports an active AI talent signal behind medical AI, retrieval and product engineering work.
OpenEvidence careersHiringCompany-ownedchecked June 12, 2026

Score signals

Healthcare AI score: OpenEvidence has direct AI proof through medical evidence answer workflows, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.95
Technical depth: 3.95
Data maturity: 4.15
Live AI: 4.05
Automation surface: 4.10
Scale momentum: 3.80
Growth capital: 1.72
Source confidence: 3.70

#47

AI readiness

Confidence 3.7/5

Healthcare AI

PathAI

Boston company applying AI to pathology, diagnostics and biopharma research workflows.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

PathAI's company-owned source presents AI pathology and diagnostic workflow products.
PathAI product siteProduct proofCompany-ownedchecked June 12, 2026
PathAI's careers source supports an active AI talent signal behind machine learning, pathology and health product work.
PathAI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Healthcare AI score: PathAI has direct AI proof through AI pathology workflows, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.95
Technical depth: 3.95
Data maturity: 4.15
Live AI: 4.05
Automation surface: 4.10
Scale momentum: 3.80
Growth capital: 1.72
Source confidence: 3.70

#48

AI readiness

Confidence 3.7/5

Healthcare AI

Paige

New York healthcare AI company building pathology and oncology diagnostic products.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Paige's company-owned source presents AI products for pathology and cancer diagnostics.
Paige product siteProduct proofCompany-ownedchecked June 12, 2026
Paige's careers source supports an active AI talent signal behind computational pathology and healthcare AI work.
Paige careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Healthcare AI score: Paige has direct AI proof through AI pathology diagnostics, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.95
Technical depth: 3.95
Data maturity: 4.15
Live AI: 4.05
Automation surface: 4.10
Scale momentum: 3.80
Growth capital: 1.72
Source confidence: 3.70

#49

AI readiness

Confidence 3.7/5

Healthcare AI

Viz.ai

San Francisco healthcare AI company using algorithms to detect disease and coordinate care.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Viz.ai's company-owned source presents AI-powered disease detection and care coordination workflows.
Viz.ai product siteProduct proofCompany-ownedchecked June 12, 2026
Viz.ai's careers source supports an active AI talent signal behind clinical AI, imaging and health platform work.
Viz.ai careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Healthcare AI score: Viz.ai has direct AI proof through AI care coordination, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.90
Technical depth: 3.90
Data maturity: 4.10
Live AI: 4
Automation surface: 4.05
Scale momentum: 3.75
Growth capital: 1.60
Source confidence: 3.70

#50

AI readiness

Confidence 3.7/5

Healthcare AI

Regard

Los Angeles healthcare AI company helping clinicians synthesize patient data and documentation.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Regard's company-owned source presents AI clinical intelligence tools for patient data and documentation.
Regard product siteProduct proofCompany-ownedchecked June 12, 2026
Regard's careers source supports an active AI talent signal behind clinical AI, healthcare product and deployment work.
Regard careersHiringCompany-ownedchecked June 12, 2026

Score signals

Healthcare AI score: Regard has direct AI proof through clinical intelligence automation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.90
Technical depth: 3.90
Data maturity: 4.10
Live AI: 4
Automation surface: 4.05
Scale momentum: 3.75
Growth capital: 1.60
Source confidence: 3.70

#51

AI readiness

Confidence 3.7/5

Customer AI

EliseAI

New York company building AI assistants for housing, healthcare and service operations.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

EliseAI's company-owned source presents AI assistants for leasing, resident and customer operations.
EliseAI product siteProduct proofCompany-ownedchecked June 12, 2026
EliseAI's careers source supports an active AI talent signal behind applied AI, automation and customer workflow engineering.
EliseAI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Customer AI score: EliseAI has direct AI proof through operational AI assistants, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.85
Technical depth: 3.85
Data maturity: 3.95
Live AI: 4.05
Automation surface: 4.10
Scale momentum: 3.85
Growth capital: 1.83
Source confidence: 3.70

#52

AI readiness

Confidence 3.7/5

Customer AI

Decagon

San Francisco startup building AI agents for enterprise customer support teams.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Decagon's company-owned source presents AI agents for customer support and service workflows.
Decagon product siteProduct proofCompany-ownedchecked June 12, 2026
Decagon's careers source supports an active AI talent signal behind agent product, support automation and AI infrastructure work.
Decagon careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Customer AI score: Decagon has direct AI proof through customer support agents, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.85
Technical depth: 3.85
Data maturity: 3.95
Live AI: 4.05
Automation surface: 4.10
Scale momentum: 3.85
Growth capital: 1.83
Source confidence: 3.70

#53

AI readiness

Confidence 3.6/5

Customer AI

Forethought

San Francisco company applying AI to customer support ticketing and service workflows.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Forethought's company-owned source presents AI automation for customer support, triage and service resolution.
Forethought product siteProduct proofCompany-ownedchecked June 12, 2026
Forethought's careers source supports an active AI talent signal behind applied AI and customer support workflow product work.
Forethought careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Customer AI score: Forethought has direct AI proof through AI customer support automation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.80
Technical depth: 3.80
Data maturity: 3.90
Live AI: 4
Automation surface: 4.05
Scale momentum: 3.80
Growth capital: 1.78
Source confidence: 3.65

#54

AI readiness

Confidence 3.6/5

Customer AI

Cresta

Palo Alto company building AI assistance and automation for contact centers.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Cresta's company-owned source presents AI tools for contact center assistance, coaching and automation.
Cresta product siteProduct proofCompany-ownedchecked June 12, 2026
Cresta's careers source supports an active AI talent signal behind conversation AI, product and enterprise deployment work.
Cresta careersHiringCompany-ownedchecked June 12, 2026

Score signals

Customer AI score: Cresta has direct AI proof through contact center AI workflows, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.80
Technical depth: 3.80
Data maturity: 3.90
Live AI: 4
Automation surface: 4.05
Scale momentum: 3.80
Growth capital: 1.78
Source confidence: 3.65

#55

AI readiness

Confidence 3.6/5

Customer AI

Observe.AI

San Francisco company building AI analytics and automation for customer contact centers.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Observe.AI's company-owned source presents AI contact center intelligence and workflow automation products.
Observe.AI product siteProduct proofCompany-ownedchecked June 12, 2026
Observe.AI's careers source supports an active AI talent signal behind speech AI, analytics and enterprise product work.
Observe.AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Customer AI score: Observe.AI has direct AI proof through contact center intelligence, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.80
Technical depth: 3.80
Data maturity: 3.90
Live AI: 4
Automation surface: 4.05
Scale momentum: 3.80
Growth capital: 1.78
Source confidence: 3.65

#56

AI readiness

Confidence 3.6/5

Customer AI

Uniphore

Palo Alto company building conversation AI and automation for enterprise customer operations.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Uniphore's company-owned source presents enterprise conversation AI products for service and sales workflows.
Uniphore product siteProduct proofCompany-ownedchecked June 12, 2026
Uniphore's careers source supports an active AI talent signal behind speech AI, automation and enterprise platform work.
Uniphore careersHiringCompany-ownedchecked June 12, 2026

Score signals

Customer AI score: Uniphore has direct AI proof through enterprise conversation AI, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.80
Technical depth: 3.80
Data maturity: 3.90
Live AI: 4
Automation surface: 4.05
Scale momentum: 3.80
Growth capital: 1.78
Source confidence: 3.65

#57

AI readiness

Confidence 3.6/5

Enterprise AI

Aisera

Palo Alto company building AI service desk and enterprise automation tools.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Aisera's company-owned source presents AI service management and enterprise workflow automation products.
Aisera product siteProduct proofCompany-ownedchecked June 12, 2026
Aisera's careers source supports an active AI talent signal behind enterprise AI, service automation and product engineering work.
Aisera careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Enterprise AI score: Aisera has direct AI proof through enterprise service automation, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.75
Technical depth: 3.75
Data maturity: 3.85
Live AI: 3.95
Automation surface: 4
Scale momentum: 3.75
Growth capital: 1.67
Source confidence: 3.65

#58

AI readiness

Confidence 3.6/5

Data & AI Platform

DataRobot

Boston company building enterprise AI lifecycle, governance and model operations software.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

DataRobot's company-owned source presents enterprise AI lifecycle and model operations products.
DataRobot product siteProduct proofCompany-ownedchecked June 12, 2026
DataRobot's careers source supports an active AI talent signal behind AI platform, MLOps and enterprise product work.
DataRobot careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Data & AI Platform score: DataRobot has direct AI proof through enterprise AI lifecycle platform, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.85
Technical depth: 3.95
Data maturity: 4.05
Live AI: 3.75
Automation surface: 3.85
Scale momentum: 3.70
Growth capital: 1.37
Source confidence: 3.65

#59

AI readiness

Confidence 3.6/5

Data & AI Platform

Snorkel AI

Redwood City company building data development tooling for AI and machine learning teams.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Snorkel AI's company-owned source presents AI data development tooling for labeling, evaluation and model improvement.
Snorkel AI product siteProduct proofCompany-ownedchecked June 12, 2026
Snorkel AI's careers source supports an active AI talent signal behind data-centric AI, platform and enterprise deployment work.
Snorkel AI careersHiringProduct proofCompany-ownedchecked June 12, 2026

Score signals

Data & AI Platform score: Snorkel AI has direct AI proof through data-centric AI platform, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.85
Technical depth: 3.95
Data maturity: 4.05
Live AI: 3.75
Automation surface: 3.85
Scale momentum: 3.70
Growth capital: 1.37
Source confidence: 3.65

#60

AI readiness

Confidence 3.6/5

Data & AI Platform

Labelbox

San Francisco company building data labeling, curation and evaluation tools for AI teams.

Medium source confidence / 2 sources / checked June 12, 2026

Evidence and confidence

Labelbox's company-owned source presents AI data labeling, curation and model evaluation products.
Labelbox product siteProduct proofCompany-ownedchecked June 12, 2026
Labelbox's careers source supports an active AI talent signal behind AI data platform and machine learning workflow work.
Labelbox careersHiringCompany-ownedchecked June 12, 2026

Score signals

Data & AI Platform score: Labelbox has direct AI proof through AI data platform workflows, with source confidence limited by a compact public source set.

Evidence gaps

No independent or third-party source in this entry.
Only company-owned sources.

AI talent: 3.85
Technical depth: 3.95
Data maturity: 4.05
Live AI: 3.75
Automation surface: 3.85
Scale momentum: 3.70
Growth capital: 1.37
Source confidence: 3.65

Scoring model

Same model. New market.

The score rewards visible proof that AI is already inside the product, workflow or operating layer. Source confidence stays separate so weak evidence remains visible.

Compare Amsterdam

AI talent

16%

Technical depth

14%

Data maturity

16%

Live AI

16%

Automation surface

14%

Scale momentum

10%

Growth capital

Source confidence