Which startups have raised the most funding in the AI governance market?

Last updated: 13 July 2026

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market research pitch 2026 statistics AI governance market

In our AI governance market deck, you will find everything you need to understand the market

The AI governance market is growing fast as companies need better tools to test, monitor, secure, and control AI systems.

This list is refreshed every month, so investors and operators can track which AI governance startups are raising the most capital.

The ranking is based on cumulative funding raised, which helps show where investor conviction is strongest across AI security, evaluation, observability, compliance, and risk management.

And if you want to better understand this new industry, you can download our pitch covering the AI governance market.

A quick summary table

Metric Value
Most funded startup Arize AI, $131M raised
Second most funded startup Braintrust, $121M raised
Largest funding round Braintrust, $80M Series B in February 2026
Median funding About $12.5M
Share of funding captured by the top 10 About 61%
Median time since last round About 18 months
Startups that raised funding in the last 12 months 13 startups
AI governance startups with acquired status 11 startups
AI governance funding captured by security-focused startups About $293M across key security names
AI governance startups with $50M or more raised 8 startups
Chart showing annual venture capital investment in AI governance startups

This chart, featured in our AI governance market deck, shows annual venture capital investment in AI governance startups

Top startups in the AI governance market ranked by total funding raised

Here is an updated table that ranks the top startups in the AI governance market based on the total amount of funding they have raised to date.

The table also includes the total number of funding rounds, the date and size of the latest round, the financing type (e.g. Series A, equity financing), key investors, the startup’s current status (active, IPO, acquired, or shut down), and a confidence score based on the data collected (we excluded startups with very low data confidence, to make sure everything is reliable).

If you're interested in knowing how much these startups are worth, you can check our list of the top startups in the AI governance market ranked by valuation.

# Startup What They Do Total Raised ($) Total Rounds Last Round Date Last Round Amount ($) Last Round Type Key Investors Current Stage Confidence
1 Arize AI AI observability and evaluation $131M 4 February 2025 $70M Series C Adams Street Partners, M12, OMERS Ventures Active Strong
2 Braintrust AI observability and evaluations $121M 3 February 2026 $80M Series B ICONIQ Capital, Andreessen Horowitz, Greylock Active Strong
3 Protect AI Secures AI and ML systems $109M 3 August 2024 $60M Series B Evolution Equity Partners, 01 Advisors, StepStone Group Acquired Strong
4 Fiddler AI observability and governance platform $100M 8 January 2026 $30M Series C RPS Ventures, Lightspeed, Lux Capital Active Strong
5 Patronus AI AI agent evaluation simulations $70M 3 June 2026 $50M Series B Greenfield Partners, Notable Capital, Lightspeed Active Strong
6 Galileo GenAI evaluation and observability $68M 3 October 2024 $45M Series B Scale Venture Partners, Databricks Ventures, Premji Invest Active Full
7 Arthur AI monitoring and governance platform $60M 3 September 2022 $42M Series B Acrew Capital, Greycroft, Index Ventures Active Full
8 HiddenLayer Protects AI models from attacks $56M 2 September 2023 $50M Series A M12, Moore Strategic Ventures, Booz Allen Ventures Active Full
9 Mind Foundry High-stakes AI decision systems $44M 4 October 2023 $22M Series B Aioi Nissay Dowa Insurance, Parkwalk Advisors, University of Oxford Active Partial
10 Robust Intelligence AI model security testing $44M 3 December 2021 $30M Series B Tiger Global, Sequoia Capital, Harpoon Ventures Acquired Strong
11 Credo AI Responsible AI governance platform $41M 4 July 2024 $21M Series B CrimsoNox Capital, Mozilla Ventures, FPV Ventures Active Strong
12 CalypsoAI AI security guardrails platform $41M 3 April 2025 $5M Series A extension Paladin Capital Group, Lockheed Martin Ventures, ADS Ventures Acquired Strong
13 JetStream Security Enterprise AI governance security $34M 1 March 2026 $34M Seed Redpoint Ventures, CrowdStrike Falcon Fund, George Kurtz Active Full
14 Seldon Enterprise ML deployment governance $33M 3 March 2023 $20M Series B Bright Pixel Capital, AlbionVC, Cambridge Innovation Capital Acquired Strong
15 Cranium Enterprise AI security governance $32M 2 October 2023 $25M Series A Titanium Ventures, KPMG, SYN Ventures Active Partial
16 Aporia AI observability and guardrails $30M 2 February 2022 $25M Series A Tiger Global, TLV Partners, Vertex Ventures Acquired Full
17 Virtue AI AI safety and security $30M 2 April 2025 $30M Series A Lightspeed Venture Partners, Walden Catalyst Ventures, Prosperity7 Active Partial
18 Distributional AI testing and evaluation $30M 2 October 2024 $19M Series A Two Sigma Ventures, Andreessen Horowitz, Operator Collective Active Full
19 Lakera Secures agentic AI applications $30M 2 July 2024 $20M Series A Atomico, Citi Ventures, Dropbox Ventures Acquired Full
20 Harmonic Security Prevents AI data leaks $24M 2 October 2024 $18M Series A Next47, Ten Eleven Ventures Active Strong
21 Prompt Security Secures enterprise GenAI usage $23M 2 November 2024 $18M Series A Jump Capital, Hetz Ventures, Ridge Ventures Acquired Full
22 Vijil Trust infrastructure for AI agents $23M 2 November 2025 $17M Series A / Seed extension BrightMind Partners, Mayfield, Gradient Ventures Active Strong
23 Kolena AI model testing platform $21M 2 September 2023 $15M Series A Lobby Capital, SignalFire, Bloomberg Beta Active Strong
24 Openlayer AI testing and governance $19M 3 May 2025 $14M Series A Race Capital, NXTP, KPN Ventures Active Full
25 Dynamo AI Enterprise AI compliance platform $19M 2 August 2023 $15M Series A Nexus Venture Partners, Canapi Ventures, Soma Capital Active Full
26 ModelOp Enterprise AI governance software $16M 2 August 2024 $10M Series B Baird Capital, Valley Capital Partners, Silicon Valley Data Capital Active Strong
27 Portal26 GenAI adoption management platform $15M 2 November 2025 $9M Series A Shasta Ventures, Fusion Fund, Refinery Ventures Active Full
28 LatticeFlow AI Trustworthy AI testing platform $15M 2 October 2022 $12M Series A Atlantic Bridge, OpenOcean, FPV Ventures Active Full
29 Deepchecks AI testing and evaluation platform $14M 1 June 2023 $14M Seed Alpha Wave, Hetz Ventures, Grove Ventures Acquired Strong
30 WhyLabs AI observability for model health $14M 2 November 2021 $10M Series A Defy Partners, AI Fund, Madrona Acquired Full
31 Monitaur Model governance for regulated industries $13M 3 May 2024 $6M Series A Cultivation Capital, Rockmont Partners, Defy VC Active Full
32 Mindgard AI security testing platform $12M 2 December 2024 $8M Series A .406 Ventures, Atlantic Bridge, IQ Capital Active Full
33 Modulos AI compliance governance platform $11M 1 July 2025 $11M Pre-Series A Existing investors Active Partial
34 Singulr AI Enterprise AI governance platform $10M 1 February 2025 $10M Seed Nexus Venture Partners, Dell Technologies Capital Active Full
35 DeepKeep AI-native TRiSM security $10M 1 May 2024 $10M Seed Awz Ventures, 5G Open Innovation Lab Active Partial
36 ValidMind Financial AI risk management $8M 1 March 2024 $8M Seed Point72 Ventures, AI Fund, FJ Labs Active Partial
37 Deeploy AI governance and MLOps platform $8M 2 February 2025 $5M Series A EIC Fund, SI3 Fund, Curiosity VC Active Partial
38 TrojAI AI application security testing $8M 3 April 2024 $6M Seed extension Flying Fish Ventures, Build Ventures, Flybridge Capital Partners Acquired Partial
39 Guardrails AI LLM guardrails and assurance $8M 1 February 2024 $8M Seed Zetta Venture Partners, Bloomberg Beta, Pear VC Active Full
40 HoneyHive AI agent observability platform $7M 2 April 2025 $6M Seed Insight Partners, Zero Prime Ventures Active Strong
41 Armilla AI AI assurance and insurance $7M 3 June 2025 $1M Seed extension Mistral Venture Partners, MS&AD Ventures, Y Combinator Active Partial
42 Numalis AI validation and explainability $6M 2 January 2026 $1M Venture equity 574 Invest Active Partial
43 Trustible Enterprise AI governance platform $6M 2 June 2025 $5M Series Seed Lookout Ventures, Office of Eric Schmidt, Tau Ventures Active Strong
44 Lasso Security LLM security and governance $6M 1 November 2023 $6M Seed Entrée Capital, Samsung Next Active Full
45 Atla AI AI agent evaluation engine $6M 2 December 2023 $5M Seed Creandum, Y Combinator Active Partial
46 Calvin Risk Quantitative AI risk management $5M 2 November 2024 $4M Seed Join Capital, seed + speed Ventures, b2venture Active Partial
47 CitrusX AI validation and explainability $4M 1 December 2023 $4M Seed Awz Ventures, angel investors Active Full
48 Hamming Voice agent QA platform $4M 2 December 2024 $4M Seed Mischief, Y Combinator, AI Grant Active Strong
49 BreezeML AI governance for ML workflows $4M 1 December 2022 $4M Seed BlueRun Venture, Embark Ventures, UpHonest Capital Active Strong
50 Athina AI LLM evaluation and monitoring $4M 3 November 2024 $3M Seed Y Combinator, Kleiner Perkins Scout Fund, Alex Ratner Active Strong
51 Enzai AI governance and risk platform $4M 1 September 2023 $4M Seed Cavalry Ventures, Techstart Ventures, Seedcamp Active Strong
52 2021.AI Responsible AI governance platform $4M 1 August 2024 $4M Bridge DNV Ventures, existing investors Active Low
53 Mona AI monitoring and observability $4M 1 June 2020 $4M Seed Not publicly detailed Active Low
54 Scorecard AI agent evaluation platform $4M 1 September 2025 $4M Seed Kindred Ventures, Neo, Inception Studio Active Full
55 FairNow AI governance software platform $4M 1 June 2024 $4M Seed Somen Mondal, Shaun Ricci Acquired Strong
56 Fairly AI AI governance risk compliance $3M 5 April 2023 $2M Seed Techstars, Flying Fish Partners, XFactor Ventures Active Partial
57 Themis AI AI uncertainty and debiasing $3M 2 July 2024 $1M Seed extension E14 Fund, E62 Ventures, Mozilla Ventures Active Partial
58 Vera AI policy enforcement assistant $3M 1 October 2023 $3M Pre-seed Differential Venture Partners, Betaworks, Everywhere VC Active Strong
59 Confident AI LLM evaluation platform $3M 2 April 2025 $2M Seed Y Combinator, Flex Capital, Liquid 2 Ventures Active Strong
60 Datatron MLOps and AI governance $3M 2 July 2017 $3M Seed StartX, Credence Partners, 500 Startups Active Strong
61 QuantPi AI risk management platform $2M 1 September 2022 $2M Pre-seed Capnamic Ventures, First Momentum Ventures, NewForge VC Active Strong
62 Enkrypt AI GenAI safety control layer $2M 1 February 2024 $2M Seed BoldCap, Berkeley SkyDeck, Kubera VC Active Full
63 Saidot AI governance SaaS platform $2M 1 October 2023 $2M Seed Crowberry Capital, Ventic, Business Finland Active Strong
64 Zetane Complex document AI platform $2M 1 December 2025 $2M Seed Sam Ramadori, Dario Pietrantonio Active Full
65 Giskard AI model security testing $2M 1 December 2022 $2M Seed Elaia, Bessemer Venture Partners Active Strong
66 trail AI governance GRC platform $2M 1 July 2024 $2M Pre-Seed CapitalT, NP-Hard Ventures, Mozilla Ventures Active Strong
67 Mithril Security Privacy layer for AI data $1M 1 May 2023 $1M Pre-seed / Seed Auriga Cyber Ventures, Polytechnique Ventures, ITFarm Active Strong
68 NannyML ML monitoring and drift detection $1M 1 October 2020 $1M Pre-seed Volta Ventures, Lunar Ventures, Jonathan Cornelissen Acquired Full
69 Etiq AI ML testing and debugging copilot $1M 1 April 2025 $1M Seed GapMinder VC Active Partial
70 Aligned AI Human-aligned AI research $1M 1 September 2023 $1M Angel Not disclosed Active Low
Market map chart showing top companies and startups in the AI governance market

This market map, featured in our AI governance market deck, highlights top companies and startups in the AI governance market

Key funding trends in the AI governance market

Insights

  • The top ten AI governance startups account for about $800M, or roughly 61% of disclosed funding, which shows a market already led by a small group of capital-rich platforms.
  • AI evaluation and observability are the clearest funding magnets, with Arize AI, Braintrust, Fiddler, Patronus AI, Galileo, and Arthur raising about $551M combined.
  • Security has become a major AI governance theme, with Protect AI, HiddenLayer, JetStream Security, CalypsoAI, Lakera, and Prompt Security raising about $293M together.
  • Acquisitions are already shaping the AI governance market, with 11 acquired companies representing about $342M in funding and showing strong buyer interest in technical governance assets.
  • JetStream Security’s $34M seed round stands out because the round is larger than the total funding of many multi-round AI governance startups.
  • Recent funding momentum is strong, as companies with last rounds in 2024 or later represent about $976M, or roughly 74% of the stronger funding base.
  • The market has a steep funding curve, with Arize AI at $131M while the median startup in the ranking raised only about $12.5M.
Google Trends chart showing rising interest in AI governance

As this chart shows, and as featured in our AI governance market deck, search interest in AI governance has been growing steadily

A few word about our methodology

As you can see, we built a database that ranks startups in the AI governance market based on their total cumulative fundraising. To create this ranking, we reviewed many sources and cross-checked information across multiple places.

Whenever possible, we prioritized official company communications, since they are the most reliable source for funding amounts. When those were not available, we relied on reputable industry sources such as TechCrunch, Crunchbase, Financial Times or Forbes (to name a few).

We excluded random blogs, unverified websites, and any sources that could not be validated.

When funding rounds were announced in other currencies such as euros, Swiss francs, Singapore dollars, Australian dollars, or rupees, we converted them into approximate USD equivalents for consistency.

Sometimes different sources report slightly different numbers, or the exact round size is not fully disclosed. In those cases, we flag the uncertainty and assign a confidence label to each startup, visible in the last column.

Here is what they mean.

Full confidence: The company’s equity fundraising history can be reconstructed completely from public sources. The rounds, dates, amounts, and key investors are clearly identified, with no meaningful gaps.

Strong confidence: The fundraising history is largely complete and reliable. There may be a small missing detail, such as incomplete investor information or a minor round with limited data, but the overall record is clear.

Partial confidence: The main fundraising rounds can be identified, but the record is incomplete or somewhat mixed. Some rounds may be missing or certain funding events may be difficult to separate clearly.

Low confidence: Public information is too limited, inconsistent, or ambiguous to reliably reconstruct the company’s equity fundraising history.

When the confidence level is too low, we take a conservative approach and exclude the company from the ranking. We don’t want to include data that cannot be reliably verified.

This reflects how we conduct all our research, including the work behind our report covering the AI governance market.

In a world where LLMs hallucinate and unreliable information is everywhere, our goal is simple: provide data you can trust.

If you want the full detail on a specific calculation, feel free to contact us and we will gladly explain.

Finally, know that we update the dataset once per month, so come back here if you need fresh information.

Chart showing Credo

This chart, featured in our AI governance market deck, looks at Credo's strategy in AI governance

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