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

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 |

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.

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.

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