What are the current funding trends in AI TRiSM?

Whether you're building or investing in the AI TRiSM market, our report covers everything you need to know: the players, the money, and what's coming next.
Summary
AI TRiSM funding has accelerated sharply this year: we tracked 95 deals across 86 companies and at least $2.3B in capital. Arena raised the most in the period, with $350M across 2 rounds.
Against the same period last year, deal count is up 40%, funded companies are up 34% and capital is up 183%. Against the same period two years ago, the increases are 94%, 83% and 300% respectively.
The rise remains strong after removing the biggest checks. Capital excluding rounds above $50M is up 146% against the same period last year, while capital excluding rounds above $100M is up 95%.
The typical financing is bigger too. The median round is well above the same months of the last two years.
Seed is taking a smaller share than last year, although the longer comparison is less dramatic. Series A now takes a much bigger slice of the deals.
The clearest change is what investors are funding. Runtime guardrails and policy enforcement now lead both deals and disclosed capital by a wide margin.
AI agents sit behind much of that change. Zenity, HiddenLayer, WitnessAI, Straiker, Arcade.dev, Neo and Bay all describe products that control agent permissions, runtime behavior, security or governance rather than simply documenting AI policies.
Follow-on capital has become more important. Follow-ons account for 54% of deals and 80% of disclosed capital this year, while first financings account for 42% of deals and 14% of disclosed capital.
The map is changing too. The United States still leads, but its deal share is 57% this year versus 71% in the same period last year, while Israel has risen to 21% of deals and 31% of disclosed capital.
The trend goes beyond a bigger total. AI TRiSM is moving toward larger rounds, more Series A and Series B activity, more repeat investors and much more funding for runtime controls around autonomous AI systems.
Written by the New Market Pitch teamWe track new markets so founders and investors can move faster. About us

In our report covering the AI TRiSM market, you will always find fresh funding data, taken straight from our own verified funding database.
All funding deals in the AI TRiSM market over the last years
Below is the table listing all the deals. You can find our methodology at the end of this page.
If you want a deeper understanding of the market and its current dynamics, get our AI TRiSM market report.
| Company | Category | Date | Stage | Deal size | What they do | Region | Lead investors | Country | Rank |
|---|---|---|---|---|---|---|---|---|---|
| Bay | Runtime Guardrails & Policy Enforcement | November 2026 | Series A | $37M | Provides enterprise AI-agent discovery, session-level observability, adaptive guardrails and real-time action enforcement across endpoints, cloud and SaaS. | Middle East | Battery Ventures | Israel | |
| WhiteMatter | Runtime Guardrails & Policy Enforcement | November 2026 | Series A | $20M | Secures and governs enterprise AI agents, models and MCP servers from pre-production validation through policy enforcement and runtime control. | North America | Blumberg Capital | United States | |
| Bay | Runtime Guardrails & Policy Enforcement | November 2026 | Seed | $13M | Provides enterprise AI-agent discovery, session-level observability, adaptive guardrails and real-time action enforcement across endpoints, cloud and SaaS. | Middle East | YL Ventures, Striker Venture Partners | Israel | |
| Mintive | AI Governance & Inventory | October 2026 | Seed | $7M | Governs enterprise AI-agent identities, permitted tools, model access and auditable actions through security gateways. | North America | Cowboy Ventures | United States | |
| Crux Labs | AI Monitoring & Observability | October 2026 | Unknown | $6M+ | Evaluates and monitors enterprise AI-agent behavior against expert judgment across production interactions. | North America | Benchstrength, Misneach | United States | |
| Opsin | Data & Privacy Controls | October 2026 | Unknown | $21M | AI agent runtime security controls | North America | SYN Ventures, Race Capital | United States | |
| Harmonic Security | Data & Privacy Controls | October 2026 | Series B | $50M | Enterprise generative AI data protection | North America | Crosspoint Capital Partners | United States | |
| Pluto Security | Runtime Guardrails & Policy Enforcement | October 2026 | Series A | ~$34M | Employee AI usage security platform | Middle East | Jump Capital | Israel | |
| Arena | Model Risk & Evaluation | October 2026 | Series B | $200M | Independently evaluates frontier models and AI agents for alignment, unauthorized actions, deception and real-world risks. | North America | Lightspeed Venture Partners, Khosla Ventures | United States | |
| Rein Security | Runtime Guardrails & Policy Enforcement | October 2026 | Series A | $25M | Real-time AI agent runtime protection | North America | Glilot Capital Partners, Sienna Venture Capital | United States | |
| Beltic | Compliance & Audit Management | September 2026 | Seed | $7.3M | Verifies and authorizes autonomous agents | North America | Norwest | United States | |
| Rig Security | AI Security & Red Teaming | September 2026 | Seed | $12M | AI agent identity threat protection | Middle East | Ten Eleven Ventures, Brightmind Partners | Israel | |
| Kontext | Runtime Guardrails & Policy Enforcement | September 2026 | Seed | $4M | Runtime security for autonomous AI agents | Europe | 42CAP | Germany | |
| Palma.ai | Runtime Guardrails & Policy Enforcement | September 2026 | Seed | $1.8M | Security controls for enterprise AI usage | North America | D11Z | United States | |
| Outerlimit | Runtime Guardrails & Policy Enforcement | September 2026 | Seed | $16M | Decentralized AI agent authorization security | Europe | AlbionVC, Evolution Equity Partners, Crane Venture Partners | United Kingdom | |
| Raindrop | AI Monitoring & Observability | September 2026 | Series A | $35M | AI agent observability and issue detection | North America | CRV | United States | |
| AIUC | Model Risk & Evaluation | September 2026 | Series A | $40M | AI safety standards and insurance | North America | Ribbit Capital | United States | |
| Eve Security | Runtime Guardrails & Policy Enforcement | September 2026 | Seed | $4.5M | Runtime security for AI agents | North America | Run Ventures | United States | |
| Resect AI | Runtime Guardrails & Policy Enforcement | September 2026 | Unknown | $25M | Runtime AI hallucination detection and auditing | North America | Not disclosed | United States | |
| AI Score | AI Governance & Inventory | September 2026 | Seed | $5.4M | Real-time enterprise AI governance | Europe | Fuel Ventures | United Kingdom | |
| HiddenLayer | AI Security & Red Teaming | September 2026 | Series B | $100M | AI model and agent security | North America | Delta-v Capital | United States | |
| Lasso Security | Runtime Guardrails & Policy Enforcement | September 2026 | Series A | $30M | LLM and AI agent protection | Middle East | ClearSky | Israel | |
| Arcade.dev | Runtime Guardrails & Policy Enforcement | September 2026 | Series A | Undisclosed | Tool-calling infrastructure for AI agents | North America | Cisco Investments | United States | |
| Alice | Runtime Guardrails & Policy Enforcement | August 2026 | Unknown | $140M | AI trust, safety and security | Middle East | Apax Digital Funds | Israel | |
| Velatir | Runtime Guardrails & Policy Enforcement | August 2026 | Seed | $5.8M | AI governance and usage control platform | Europe | Spintop Ventures, Ugly Duckling Ventures | Denmark | |
| Kyvvu | Runtime Guardrails & Policy Enforcement | August 2026 | Seed | ~$1.2M | Security kernel for autonomous AI agents | Europe | Volta Ventures, Brabant Development Agency (BOM) | Netherlands | |
| Lemma | AI Monitoring & Observability | August 2026 | Seed | $2.3M | AI agent monitoring and testing | North America | Not disclosed | United States | |
| Mindgard | AI Security & Red Teaming | August 2026 | Series A | $30M | Automated adversarial AI security testing | Europe | Album VC | United Kingdom | |
| Attestable | AI Security & Red Teaming | August 2026 | Seed | $20M | Cryptographic AI integrity verification | Middle East | TLV Partners, Altimeter Capital | Israel | |
| Molt AI | Model Risk & Evaluation | August 2026 | Seed | $1M | Adversarial testing for AI models | North America | Not disclosed | United States | |
| FriskAI | AI Monitoring & Observability | August 2026 | Seed | $3.6M | AI agent trace monitoring and debugging | North America | MaC Venture Capital | United States | |
| Zenity | Runtime Guardrails & Policy Enforcement | August 2026 | Series C | $125M | AI agent security and governance | Middle East | Norwest | Israel | |
| Arrakis Security | Runtime Guardrails & Policy Enforcement | August 2026 | Seed | $8M | Security testing and monitoring for AI systems | Middle East | Hetz Ventures | Israel | |
| AIR Security | Runtime Guardrails & Policy Enforcement | August 2026 | Seed | $40M | Security for enterprise AI agents | Middle East | Greenoaks | Israel | |
| Onyx Security | Runtime Guardrails & Policy Enforcement | July 2026 | Series B | $113M | AI agent security and governance | Middle East | Bessemer Venture Partners | Israel | |
| CopySight | Compliance & Audit Management | July 2026 | Seed | $3M | AI copyright and content protection | North America | Mucker Capital | United States | |
| Hush Security | Runtime Guardrails & Policy Enforcement | July 2026 | Series A | $30M | AI agent identity access security | Middle East | Not disclosed | Israel | |
| Naaia | AI Governance & Inventory | July 2026 | Series A | ~$6.8M | AI governance and regulatory compliance | Europe | Ventech | France | |
| Neo Security | Runtime Guardrails & Policy Enforcement | July 2026 | Series A | $75M+ | Agentic software discovery and control | North America | Bessemer Venture Partners, Andreessen Horowitz | United States | |
| Cranium AI | AI Security & Red Teaming | July 2026 | Unknown | $20M | Enterprise AI security and governance | North America | Not disclosed | United States | |
| Straiker | AI Security & Red Teaming | June 2026 | Series A | $64M | Autonomous AI agent threat protection | North America | Marathon Management Partners, Citi Ventures, Illuminate Financial, Workday Ventures | United States | |
| Arato | Model Risk & Evaluation | June 2026 | Seed | $10M | AI application testing and assurance | Middle East | TLV Partners | Israel | |
| Patronus AI | Model Risk & Evaluation | June 2026 | Series B | $50M | AI evaluation and agent simulation | North America | Greenfield Partners | United States | |
| Runlayer | Runtime Guardrails & Policy Enforcement | June 2026 | Series A | $30M | Enterprise AI agent access security | North America | Felicis | United States | |
| Coval | Model Risk & Evaluation | June 2026 | Series A | $28M | Voice and chat agent evaluation | North America | Norwest | United States | |
| Pramaana Labs | Model Risk & Evaluation | June 2026 | Seed | $27M | Formal verification for AI reliability | North America | Khosla Ventures | United States | |
| NeuralTrust | Runtime Guardrails & Policy Enforcement | June 2026 | Seed | $20M | AI agent protection and governance | Europe | Alstin Capital | Spain | |
| Tenet Security | Runtime Guardrails & Policy Enforcement | June 2026 | Seed | $6M | AI security posture and risk management | North America | The Westly Group, MizMaa Ventures | United States | |
| Arcade.dev | Runtime Guardrails & Policy Enforcement | June 2026 | Series A | $60M | Tool-calling infrastructure for AI agents | North America | SYN Ventures | United States | |
| ChatSee.ai | AI Monitoring & Observability | June 2026 | Seed | $6.5M | AI agent observability and governance software | North America | True Ventures | United States | |
| Willow | Runtime Guardrails & Policy Enforcement | June 2026 | Seed | $7M | Enterprise AI agent access governance | North America | Hetz Ventures | United States | |
| Archestra | Runtime Guardrails & Policy Enforcement | June 2026 | Seed | $10M | Security infrastructure for enterprise AI agents | Europe | 20VC | United Kingdom | |
| ZeroDrift | Runtime Guardrails & Policy Enforcement | June 2026 | Seed | $10M | Policy enforcement runtime for AI systems | North America | a16z speedrun | United States | |
| Gray Swan | AI Security & Red Teaming | May 2026 | Series A | $40M | AI red teaming and safety testing | North America | Wing Venture Capital, Madrona Venture Group | United States | |
| Geordie AI | AI Governance & Inventory | May 2026 | Series A | $30M | AI agent security and governance | Europe | Balderton Capital | United Kingdom | |
| CodeIntegrity | Runtime Guardrails & Policy Enforcement | May 2026 | Seed | $5M | Runtime security controls for AI agents | North America | SYN Ventures | United States | |
| Secludy | Data & Privacy Controls | May 2026 | Seed | $4M | Synthetic datasets for privacy sensitive AI training | North America | Impression Ventures | United States | |
| Pillar Security | AI Security & Red Teaming | May 2026 | Seed | $13M | AI software lifecycle security platform | Middle East | Earlybird Venture Capital | Israel | |
| White Circle | Runtime Guardrails & Policy Enforcement | May 2026 | Seed | $11M | AI safety guardrails and monitoring | North America | Not disclosed | United States | |
| Modicus Prime | Compliance & Audit Management | May 2026 | Seed | $4.5M | AI compliance management for pharmaceutical companies | North America | Frist Cressey Ventures | United States | |
| General Analysis | AI Security & Red Teaming | April 2026 | Seed | $10M | AI agent security and testing | North America | Altos Ventures | United States | |
| Aigentsphere | AI Governance & Inventory | April 2026 | Seed | ~$2.6M | Governance and management for enterprise AI agents | Asia-Pacific | Main Sequence | Australia | |
| Iridius | Compliance & Audit Management | April 2026 | Seed | $8.6M | Compliance-by-design AI for pharma regulatory workflows | North America | Chalfen Ventures | United States | |
| Dome Systems | AI Governance & Inventory | April 2026 | Seed | $14M | Governance platform for enterprise AI agents | North America | Bessemer Venture Partners, Redpoint Ventures, Mango Capital | United States | |
| Capsule Security | Runtime Guardrails & Policy Enforcement | April 2026 | Seed | $7M | AI security testing and runtime protection | Middle East | Lama Partners, Forgepoint Capital International | Israel | |
| Peridot | AI Governance & Inventory | April 2026 | Unknown | $8.5M | AI oversight and governance software | North America | Not disclosed | United States | |
| AIM Intelligence | AI Security & Red Teaming | April 2026 | Series A | ~$7M | AI security red teaming and runtime controls | Asia-Pacific | Samsung Ventures | South Korea | |
| Trent AI | AI Security & Red Teaming | April 2026 | Seed | $13M | AI security engineer for code infrastructure | Europe | LocalGlobe, Cambridge Innovation Capital | United Kingdom | |
| Nava Labs | Runtime Guardrails & Policy Enforcement | April 2026 | Seed | $8.3M | Verification guardrails for AI financial agents | North America | Polychain, Archetype | United States | |
| Tynapse | Runtime Guardrails & Policy Enforcement | April 2026 | Seed | $3.2M | Runtime guardrails and auditing for AI agents | Asia-Pacific | Mirae Asset Capital | South Korea | |
| OpenBox AI | Runtime Guardrails & Policy Enforcement | March 2026 | Seed | $5M | AI model governance and security testing | North America | Tykhe Ventures | United States | |
| Galtea | Model Risk & Evaluation | March 2026 | Seed | $3.2M | AI model testing and governance platform | Europe | 42CAP | Spain | |
| Manifold Security | AI Monitoring & Observability | March 2026 | Seed | $8M | Runtime security for autonomous AI agents | North America | Costanoa Ventures | United States | |
| Respan | AI Monitoring & Observability | March 2026 | Seed | $5M | Open-source AI gateway with observability | North America | Gradient | United States | |
| Certiv | Runtime Guardrails & Policy Enforcement | March 2026 | Seed | $4.2M | Assurance and security for endpoint AI agents | North America | Not disclosed | United States | |
| Laminar | AI Monitoring & Observability | March 2026 | Seed | $3M | Observability and evaluation tools for AI applications | Europe | Atlantic.vc | United Kingdom | |
| Onyx Security | Runtime Guardrails & Policy Enforcement | March 2026 | Series A | $35M | AI agent security and governance | Middle East | Conviction | Israel | |
| JetStream Security | AI Governance & Inventory | March 2026 | Seed | $34M | Enterprise AI governance and visibility | North America | Redpoint Ventures | United States | |
| LuminosAI | Model Risk & Evaluation | February 2026 | Seed | $6M | AI agent evaluation and testing | North America | M13 | United States | |
| Evoke Security | Runtime Guardrails & Policy Enforcement | February 2026 | Seed | $4M | Security testing and controls for AI systems | North America | Crosspoint Capital Partners | United States | |
| Braintrust | Model Risk & Evaluation | February 2026 | Series B | $80M | AI agent evaluation and production monitoring | North America | ICONIQ Growth | United States | |
| Hardshell | Data & Privacy Controls | February 2026 | Seed | $1.1M | Data leakage protection for AI knowledge bases | North America | Not disclosed | United States | |
| Overmind | AI Monitoring & Observability | February 2026 | Seed | ~$2.7M | Training platform for specialized agent models | Europe | Osney Capital | United Kingdom | |
| Backslash Security | AI Security & Red Teaming | February 2026 | Series A | $19M | Security platform for AI agents | Middle East | KOMPAS VC | Israel | |
| Attestable | AI Security & Red Teaming | February 2026 | Seed | $18M | Cryptographic AI integrity verification | Middle East | TLV Partners | Israel | |
| Velatir | Runtime Guardrails & Policy Enforcement | February 2026 | Seed | $1.3M | AI governance and usage control platform | Europe | Ugly Duckling Ventures | Denmark | |
| Rein Security | Runtime Guardrails & Policy Enforcement | January 2026 | Seed | $8M | Real-time AI agent runtime protection | North America | Glilot Capital Partners | United States | |
| Verno Labs | AI Security & Red Teaming | January 2026 | Seed | $1.6M | Offensive security testing for AI agents | Europe | Marathon Venture Capital | United Kingdom | |
| Fiddler AI | AI Monitoring & Observability | January 2026 | Series C | $30M | AI observability and risk monitoring | North America | RPS Ventures | United States | |
| WitnessAI | Runtime Guardrails & Policy Enforcement | January 2026 | Series B | $58M | Enterprise AI security and governance | North America | Sound Ventures | United States | |
| Principled Intelligence | Runtime Guardrails & Policy Enforcement | January 2026 | Seed | ~$2.2M | AI governance and model risk management | Europe | National Technology Transfer Hub for Artificial Intelligence, Cybersecurity, BlackSheep | Italy | |
| Arena | Model Risk & Evaluation | January 2026 | Series A | $150M | Independently evaluates frontier models and AI agents for alignment, unauthorized actions, deception and real-world risks. | North America | Felicis | United States | |
| AIR Security | Runtime Guardrails & Policy Enforcement | 2026 | Seed | $10M | Security for enterprise AI agents | Middle East | Sequoia Capital | Israel | |
| Pluto Security | Runtime Guardrails & Policy Enforcement | January 2026 | Seed | $8.5M | Employee AI usage security platform | Middle East | TLV Partners | Israel | |
| Asenion | Compliance & Audit Management | 2026 | Seed | Undisclosed | AI compliance and control platform | North America | Not disclosed | Canada | |
| Ciphero | AI Monitoring & Observability | December 2025 | Seed | $2.5M | AI safety and security software | North America | Sovereign's Capital, Chingona Ventures | United States | |
| Lumia Security | Runtime Guardrails & Policy Enforcement | December 2025 | Seed | $18M | Enterprise AI usage security controls | Middle East | Team8 | Israel | |
| Alinia AI | Runtime Guardrails & Policy Enforcement | December 2025 | Seed | $7.5M | AI guardrails and compliance platform | North America | Mouro Capital | United States | |
| Helmet Security | Runtime Guardrails & Policy Enforcement | December 2025 | Seed | $9M | Agentic AI communications infrastructure security | North America | SYN Ventures, WhiteRabbit Ventures | United States | |
| Mirror Security | Data & Privacy Controls | December 2025 | Seed | $2.5M | AI model security and data protection | Europe | Sure Valley Ventures, Atlantic Bridge | Ireland | |
| Raindrop | AI Monitoring & Observability | December 2025 | Seed | $15M | AI agent observability and issue detection | North America | Lightspeed Venture Partners | United States | |
| Wodan AI | Data & Privacy Controls | December 2025 | Seed | $2.2M | Encrypted AI computation on private data | Europe | JME Ventures, Swanlaab, Adara Ventures | Belgium | |
| Vijil | Model Risk & Evaluation | November 2025 | Series A | $17M | AI agent safety and reliability | North America | Brightmind Partners | United States | |
| Runlayer | Runtime Guardrails & Policy Enforcement | November 2025 | Seed | $11M | Enterprise AI agent access security | North America | Khosla Ventures, Felicis | United States | |
| AI Score | AI Governance & Inventory | November 2025 | Seed | ~$1M | Real-time enterprise AI governance | Europe | Not disclosed | United Kingdom | |
| Liminal Security | Data & Privacy Controls | November 2025 | Unknown | $4M | Secure enterprise generative AI deployment | North America | Not disclosed | United States | |
| Portal26 | AI Governance & Inventory | November 2025 | Series A | $9M | Enterprise generative AI adoption governance | North America | Shasta Ventures | United States | |
| Beltic | Compliance & Audit Management | November 2025 | Seed | $1.5M | Verifies and authorizes autonomous agents | North America | Collide Capital | United States | |
| Polygraf AI | Data & Privacy Controls | October 2025 | Seed | $9.5M | AI security and governance platform | North America | Allegis Capital | United States | |
| Truth Systems | Runtime Guardrails & Policy Enforcement | October 2025 | Seed | $4M | AI governance controls for law firms | North America | Gradient | United States | |
| Darwin AI | AI Governance & Inventory | October 2025 | Series A | $15M | AI governance for government agencies | North America | Insight Partners | United States | |
| eRoun&Company | AI Governance & Inventory | October 2025 | Unknown | $1.4M | AI model security and governance software | Asia-Pacific | KB Investment | South Korea | |
| Keycard | Runtime Guardrails & Policy Enforcement | October 2025 | Series A | $30M | Identity and access for AI agents | North America | Acrew Capital | United States | |
| Keycard | Runtime Guardrails & Policy Enforcement | October 2025 | Seed | $8M | Identity and access for AI agents | North America | Andreessen Horowitz, Boldstart Ventures | United States | |
| Skyld | AI Security & Red Teaming | October 2025 | Seed | ~$1.8M | Protection and licensing for AI models | Europe | Auriga Cyber Ventures, BNP Paribas Développement | France | |
| Scorecard | Model Risk & Evaluation | September 2025 | Seed | $3.8M | AI evaluation and testing for applications | North America | Kindred Ventures | United States | |
| SolidCore.ai | AI Governance & Inventory | September 2025 | Seed | $4M | LLM application governance and monitoring | North America | Runtime Ventures | United States | |
| Trismik | Model Risk & Evaluation | September 2025 | Seed | $3M | AI model evaluation and comparison software | Europe | Twinpath Ventures | United Kingdom | |
| Rippletide | Runtime Guardrails & Policy Enforcement | September 2025 | Seed | ~$4.7M | AI governance and model risk platform | Europe | OneRagtime | France | |
| Irregular | Model Risk & Evaluation | September 2025 | Seed | $80M | Frontier AI security and testing | North America | Sequoia Capital, Redpoint Ventures | United States | |
| Eve Security | Runtime Guardrails & Policy Enforcement | September 2025 | Seed | $3M | Runtime security for AI agents | North America | LiveOak Ventures | United States | |
| Hush Security | Runtime Guardrails & Policy Enforcement | September 2025 | Seed | $11M | AI agent identity access security | Middle East | Battery Ventures, YL Ventures | Israel | |
| Geordie AI | AI Governance & Inventory | September 2025 | Seed | $6.5M | AI agent security and governance | Europe | General Catalyst, Ten Eleven Ventures | United Kingdom | |
| ALIGNMT AI | Compliance & Audit Management | August 2025 | Seed | $6.5M | AI model governance for healthcare systems | North America | AIX Ventures | United States | |
| Bluejay | Model Risk & Evaluation | August 2025 | Seed | $4M | Testing and monitoring for AI agents | North America | Floodgate | United States | |
| Swept AI | AI Monitoring & Observability | August 2025 | Seed | $1.4M | Governed private AI workspace for insurers | North America | M25 | United States | |
| Archestra | Runtime Guardrails & Policy Enforcement | August 2025 | Seed | $3.3M | Security infrastructure for enterprise AI agents | Europe | Concept Ventures | United Kingdom | |
| AIM Intelligence | AI Security & Red Teaming | August 2025 | Seed | $1.3M | AI security red teaming and runtime controls | Asia-Pacific | Mirae Asset Capital | South Korea | |
| Noma Security | AI Security & Red Teaming | July 2025 | Series B | $100M | Enterprise AI and agent security | Middle East | Evolution Equity Partners | Israel | |
| Cyata | AI Governance & Inventory | July 2025 | Seed | $8.5M | AI application security and governance software | Middle East | TLV Partners | Israel | |
| Promptfoo | AI Security & Red Teaming | July 2025 | Series A | $18M | AI application testing and red teaming | North America | Insight Partners | United States | |
| AIUC | Model Risk & Evaluation | July 2025 | Seed | $15M | AI safety standards and insurance | North America | NFDG | United States | |
| Starseer | AI Security & Red Teaming | July 2025 | Seed | $2M | AI model governance and security platform | North America | Gula Tech Adventures | United States | |
| Modulos | AI Governance & Inventory | July 2025 | Seed | $10M | Automated AI regulatory compliance management | Europe | Not disclosed | Switzerland | |
| Confident Security | Data & Privacy Controls | July 2025 | Seed | $4.2M | Private AI inference infrastructure | North America | Not disclosed | United States | |
| ZioSec | AI Security & Red Teaming | July 2025 | Seed | $2.1M | AI agent penetration testing and defense | North America | Access Venture Partners | United States | |
| Warden AI | Model Risk & Evaluation | July 2025 | Seed | $1.5M | AI governance testing and compliance platform | North America | Founders of Onfido | United States | |
| Repello AI | AI Security & Red Teaming | June 2025 | Seed | $1.2M | Automated AI red-teaming and guardrails | North America | Venture Highway | United States | |
| Noma Security | AI Security & Red Teaming | June 2025 | Unknown | Undisclosed | Enterprise AI and agent security | Middle East | SVCI - Silicon Valley CISO Investments | Israel | |
| Trustible | AI Governance & Inventory | June 2025 | Seed | $4.6M | Enterprise AI risk compliance management | North America | Lookout Ventures | United States | |
| Hirundo | Model Risk & Evaluation | June 2025 | Seed | $8M | Machine unlearning tools for AI models | Middle East | Maverick Ventures Israel | Israel | |
| Unbound | Runtime Guardrails & Policy Enforcement | May 2025 | Seed | $4M | Security broker for AI coding agents | North America | Race Capital | United States | |
| Traceloop | AI Monitoring & Observability | May 2025 | Seed | $6.1M | Monitoring evaluation and governance for AI systems | North America | Sorenson Capital, Ibex Investors | United States | |
| Arena | Model Risk & Evaluation | May 2025 | Seed | $100M | Independently evaluates frontier models and AI agents for alignment, unauthorized actions, deception and real-world risks. | North America | Andreessen Horowitz | United States | |
| Barndoor AI | Runtime Guardrails & Policy Enforcement | May 2025 | Seed | $14M | Security controls for enterprise AI agents | North America | Crosslink Capital | United States | |
| Openlayer | Model Risk & Evaluation | May 2025 | Series A | $14M | Enterprise AI testing and governance | North America | Race Capital | United States | |
| Prediction Guard | Data & Privacy Controls | May 2025 | Seed | $3.7M | Secure private enterprise AI inference | North America | Sovereign's Capital | United States | |
| Jozu | Runtime Guardrails & Policy Enforcement | May 2025 | Seed | $4M | Secure enterprise AI deployment orchestration | North America | HalfCourt Capital | Canada | |
| Opsin | Data & Privacy Controls | April 2025 | Seed | $7M | AI agent runtime security controls | North America | Race Capital | United States | |
| Pillar Security | AI Security & Red Teaming | April 2025 | Seed | $9M | AI software lifecycle security platform | Middle East | Shield Capital | Israel | |
| Virtue AI | AI Security & Red Teaming | April 2025 | Seed | $7M | AI application security and compliance | North America | Lightspeed Venture Partners, Walden Catalyst Ventures | United States | |
| Aurascape | Runtime Guardrails & Policy Enforcement | April 2025 | Series A | $37M | Enterprise AI security platform | North America | Mayfield, Menlo Ventures | United States | |
| HoneyHive | AI Monitoring & Observability | April 2025 | Seed | $5.5M | AI agent observability and evaluation | North America | Insight Partners | United States | |
| YRIKKA | AI Security & Red Teaming | April 2025 | Seed | $1.5M | Vision AI testing and adaptation for defense | North America | Focal, Garuda Ventures | United States | |
| Virtue AI | AI Security & Red Teaming | April 2025 | Series A | $22M | AI application security and compliance | North America | Lightspeed Venture Partners, Walden Catalyst Ventures | United States | |
| Straiker | AI Security & Red Teaming | March 2025 | Seed | $21M | Autonomous AI agent threat protection | North America | Lightspeed Venture Partners, Bain Capital Ventures | United States | |
| SplxAI | AI Security & Red Teaming | March 2025 | Seed | $7M | Security testing for AI systems | North America | LAUNCHub Ventures | United States | |
| Arcade.dev | Runtime Guardrails & Policy Enforcement | March 2025 | Seed | $12M | Tool-calling infrastructure for AI agents | North America | Laude Ventures | United States | |
| Darwin AI | AI Governance & Inventory | March 2025 | Seed | $5M | AI governance for government agencies | North America | UpWest, Resolute Ventures | United States | |
| AIceberg | Runtime Guardrails & Policy Enforcement | March 2025 | Seed | $10M | AI security testing and governance platform | North America | SYN Ventures, Sprout & Oak | United States | |
| Knostic | Data & Privacy Controls | March 2025 | Seed | $11M | Sensitive data protection for enterprise AI | North America | Bright Pixel Capital | United States | |
| FairPlay AI | Model Risk & Evaluation | February 2025 | Series B | $10M | Algorithmic fairness for financial decisions | North America | Not disclosed | United States | |
| Dreadnode | AI Security & Red Teaming | February 2025 | Series A | $14M | Offensive AI security platform | North America | Decibel | United States | |
| Giskard | Model Risk & Evaluation | February 2025 | Unknown | $5M | AI testing auditing and evaluation | Europe | Not disclosed | France | |
| LangWatch | AI Monitoring & Observability | February 2025 | Seed | $1.1M | AI agent observability and evaluation platform | Europe | Passion Capital | Netherlands | |
| Arize AI | AI Monitoring & Observability | February 2025 | Series C | $70M | AI observability and evaluation platform | North America | Adams Street Partners | United States | |
| Safe Intelligence | Model Risk & Evaluation | February 2025 | Seed | ~$5.2M | AI evaluation and model safety testing | Europe | Amadeus Capital Partners | United Kingdom | |
| Singulr AI | AI Governance & Inventory | February 2025 | Seed | $10M | Enterprise AI discovery and governance | North America | Nexus Venture Partners, Dell Technologies Capital | United States | |
| SAIF Autonomy | Runtime Guardrails & Policy Enforcement | February 2025 | Seed | $1.2M | Safety assurance software for autonomous systems | Europe | Fusion Fund | United Kingdom | |
| Future AGI | Model Risk & Evaluation | February 2025 | Seed | $1.6M | AI model evaluation and reliability platform | North America | Powerhouse Ventures, Snow Leopard Ventures | United States | |
| Coval | Model Risk & Evaluation | January 2025 | Seed | $3.3M | Voice and chat agent evaluation | North America | MaC Venture Capital | United States | |
| Neo Security | Runtime Guardrails & Policy Enforcement | 2025 | Seed | $25M | Agentic software discovery and control | North America | Andreessen Horowitz, Merlin Ventures | United States | |
| Lanai | AI Governance & Inventory | January 2025 | Seed | $10M | Enterprise AI discovery and governance | North America | Juxtapose | United States | |
| Mindgard | AI Security & Red Teaming | December 2024 | Seed | $8M | Automated adversarial AI security testing | Europe | 406 Ventures | United Kingdom | |
| Hamming AI | Model Risk & Evaluation | December 2024 | Seed | $3.8M | Testing and monitoring for voice agents | North America | Mischief | United States | |
| Fiddler AI | AI Monitoring & Observability | December 2024 | Series B | $19M | AI observability and risk monitoring | North America | Not disclosed | United States | |
| AIMon Labs | Model Risk & Evaluation | December 2024 | Seed | $2.3M | AI hallucination detection and monitoring | North America | Bessemer Venture Partners, Tidal Ventures | United States | |
| Gentrace | Model Risk & Evaluation | December 2024 | Series A | $8M | LLM evaluation and monitoring software | North America | Matrix Partners | United States | |
| Wald.ai | Data & Privacy Controls | December 2024 | Seed | $4M | Secure enterprise generative AI workspace | North America | Not disclosed | United States | |
| AIQURIS | AI Governance & Inventory | December 2024 | Seed | ~$3.8M | AI risk and lifecycle management platform | Asia-Pacific | TÜV SÜD | Singapore | |
| Prompt Security | Runtime Guardrails & Policy Enforcement | November 2024 | Series A | $18M | Security platform for generative AI applications | Middle East | Jump Capital | Israel | |
| Calvin Risk | Model Risk & Evaluation | November 2024 | Seed | $4M | Quantitative AI risk management | Europe | Join Capital, seed + speed Ventures | Switzerland | |
| SurePath AI | AI Governance & Inventory | November 2024 | Seed | $5.2M | AI governance for enterprise generative AI | North America | Uncork Capital | United States | |
| Noma Security | AI Security & Red Teaming | October 2024 | Series A | $25M | Enterprise AI and agent security | Middle East | Ballistic Ventures | Israel | |
| Noma Security | AI Security & Red Teaming | October 2024 | Seed | $7M | Enterprise AI and agent security | Middle East | Glilot Capital Partners | Israel | |
| Verax AI | Runtime Guardrails & Policy Enforcement | October 2024 | Seed | $7.6M | Shadow AI discovery and usage policy enforcement | North America | TQ Ventures | United States | |
| Zenity | Runtime Guardrails & Policy Enforcement | October 2024 | Series B | $38M | AI agent security and governance | Middle East | Third Point Ventures, DTCP | Israel | |
| DAIKI | Compliance & Audit Management | October 2024 | Seed | ~$1.6M | AI governance and compliance management software | Europe | Humanitas | Austria | |
| Galileo | Model Risk & Evaluation | October 2024 | Series B | $45M | AI evaluation monitoring and guardrail software | North America | Scale Venture Partners | United States | |
| Relyance AI | Data & Privacy Controls | October 2024 | Series B | $32M | AI-specific data governance and compliance controls | North America | Thomvest Ventures | United States | |
| Braintrust | Model Risk & Evaluation | October 2024 | Series A | $36M | AI agent evaluation and production monitoring | North America | Andreessen Horowitz | United States | |
| Distributional | Model Risk & Evaluation | October 2024 | Series A | $19M | AI testing and reliability evaluation platform | North America | Two Sigma Ventures | United States | |
| Harmonic Security | Data & Privacy Controls | October 2024 | Series A | $18M | Enterprise generative AI data protection | North America | Next47 | United States | |
| Operant AI | Runtime Guardrails & Policy Enforcement | September 2024 | Series A | $10M | Runtime security for cloud AI applications and APIs | North America | SineWave Ventures, Felicis | United States | |
| SplxAI | AI Security & Red Teaming | September 2024 | Seed | $2M | Security testing for AI systems | North America | Inovo.vc | United States | |
| Acuvity | Runtime Guardrails & Policy Enforcement | September 2024 | Seed | $9M | AI security and governance platform | North America | Foundation Capital | United States | |
| Scorable | Model Risk & Evaluation | September 2024 | Seed | $2.8M | Automated testing and monitoring for AI | Europe | Angular Ventures | Finland | |
| ModelOp | AI Governance & Inventory | August 2024 | Series B | $10M | Enterprise AI governance lifecycle platform | North America | Baird Capital | United States | |
| Aurascape | Runtime Guardrails & Policy Enforcement | August 2024 | Seed | $13M | Enterprise AI security platform | North America | Mayfield | United States | |
| Protect AI | AI Security & Red Teaming | August 2024 | Series B | $60M | Security platform for AI systems | North America | Evolution Equity Partners | United States | |
| 2021.AI | AI Governance & Inventory | August 2024 | Unknown | $4.1M | Enterprise AI governance and management | Europe | Not disclosed | Denmark | |
| Credo AI | AI Governance & Inventory | July 2024 | Series B | $21M | Responsible AI governance platform | North America | CrimsoNox Capital | United States | |
| Lakera | Runtime Guardrails & Policy Enforcement | July 2024 | Series A | $20M | Security platform for generative AI applications | Europe | Atomico | Switzerland | |
| Vijil | Model Risk & Evaluation | July 2024 | Seed | $6M | AI agent safety and reliability | North America | Mayfield AIStart, Gradient | United States | |
| Promptfoo | AI Security & Red Teaming | July 2024 | Seed | $5M | AI application testing and red teaming | North America | Andreessen Horowitz | United States | |
| Kindo | AI Governance & Inventory | July 2024 | Series A | $21M | Enterprise AI agent management platform | North America | Drive Capital | United States | |
| Modicus Prime | Compliance & Audit Management | July 2024 | Seed | $3.5M | AI compliance management for pharmaceutical companies | North America | Silverton Partners | United States | |
| trail | Compliance & Audit Management | July 2024 | Seed | ~$1.6M | AI governance compliance management platform | Europe | CapitalT | Germany | |
| Redactive | Data & Privacy Controls | July 2024 | Seed | $7.5M | Secure enterprise generative AI platform | Asia-Pacific | Felicis, Blackbird Ventures | Australia | |
| Trustwise AI | Model Risk & Evaluation | June 2024 | Seed | $4M | Generative AI safety and optimization | North America | Hitachi Ventures | United States | |
| Maxim AI | Model Risk & Evaluation | June 2024 | Seed | $3M | Enterprise AI gateway and governance platform | North America | Elevation Capital | United States | |
| Aim Security | Runtime Guardrails & Policy Enforcement | June 2024 | Series A | $18M | Security platform for enterprise AI use | Middle East | Canaan Partners | Israel | |
| FairNow | AI Governance & Inventory | June 2024 | Seed | $2.4M | AI governance and compliance management software | North America | Somen Mondal, Shaun Ricci | United States | |
| Liminal Security | Data & Privacy Controls | June 2024 | Seed | $5M | Secure enterprise generative AI deployment | North America | Fin Capital | United States | |
| Alinia AI | Runtime Guardrails & Policy Enforcement | June 2024 | Seed | $2.4M | AI guardrails and compliance platform | North America | Speedinvest, Precursor Ventures | United States | |
| Inspeq AI | Model Risk & Evaluation | May 2024 | Seed | $1.1M | AI governance and model risk platform | Europe | Sure Valley Ventures | Ireland | |
| Patronus AI | Model Risk & Evaluation | May 2024 | Series A | $17M | AI evaluation and agent simulation | North America | Notable Capital | United States | |
| WitnessAI | Runtime Guardrails & Policy Enforcement | May 2024 | Series A | $28M | Enterprise AI security and governance | North America | GV, Ballistic Ventures | United States | |
| Monitaur | AI Governance & Inventory | May 2024 | Series A | $6M | AI model governance and assurance | North America | Cultivation Capital | United States | |
| Apex Security | AI Security & Red Teaming | May 2024 | Seed | $7M | Security and governance for enterprise AI | Middle East | Sequoia Capital, Index Ventures | Israel | |
| DeepKeep | AI Security & Red Teaming | May 2024 | Seed | $10M | AI lifecycle security platform | Middle East | AWZ Ventures | Israel | |
| Gray Swan | AI Security & Red Teaming | May 2024 | Seed | $5.5M | AI red teaming and safety testing | North America | Not disclosed | United States | |
| Knostic | Data & Privacy Controls | April 2024 | Seed | $3.3M | Sensitive data protection for enterprise AI | North America | Shield Capital | United States | |
| TrojAI | AI Security & Red Teaming | April 2024 | Seed | $5.8M | Security testing and protection for AI models | North America | Flying Fish | Canada | |
| SydeLabs | AI Security & Red Teaming | March 2024 | Seed | $2.5M | AI application security and risk testing | Asia-Pacific | RTP Global | India | |
| ValidMind | Model Risk & Evaluation | March 2024 | Seed | $8.1M | AI model risk management automation | North America | Point72 Ventures | United States | |
| Holistic AI | Compliance & Audit Management | March 2024 | Unknown | $745K | AI governance risk and compliance | Europe | Not disclosed | United Kingdom | |
| Guardrails AI | Runtime Guardrails & Policy Enforcement | February 2024 | Seed | $7.5M | LLM validation monitoring and guardrails | North America | Zetta Venture Partners | United States | |
| Armilla AI | Model Risk & Evaluation | February 2024 | Seed | $4.5M | AI risk assessment and insurance | North America | Mistral Venture Partners | Canada | |
| Enkrypt AI | Runtime Guardrails & Policy Enforcement | February 2024 | Seed | $2.4M | Security and governance for generative AI | North America | Boldcap | United States | |
| Aim Security | Runtime Guardrails & Policy Enforcement | January 2024 | Seed | $10M | Security platform for enterprise AI use | Middle East | YL Ventures | Israel | |
| Prompt Security | Runtime Guardrails & Policy Enforcement | January 2024 | Seed | $5M | Security platform for generative AI applications | Middle East | Hetz Ventures | Israel | |
| Onyx Security | Runtime Guardrails & Policy Enforcement | 2024 | Seed | $5M | AI agent security and governance | Middle East | Cyberstarts | Israel |

In our research about AI trust and risk tools, we turn what is vague and complex into simple, useful visuals. Market maps like this one show you at a glance where every startup stands.
Is AI TRiSM funding really accelerating this year?
Yes. AI TRiSM funding is growing fast this year across deals, companies and capital.
We tracked 95 deals across 86 companies and at least $2.3B. Against the same period last year, deal count is up 40%, funded companies are up 34% and capital is up 183%; against the same period two years ago, the increases are 94%, 83% and 300%.
The table below compares this year with the same months of the last two years.
| Metric | This year to date | Same period last year | Same period two years ago |
|---|---|---|---|
| Deals | 95 | 68 | 49 |
| Companies | 86 | 64 | 47 |
| Capital | $2.3B+ | $826M+ | $583M |
| Median round | $10M | $6.1M | $7M |
| Deals above $50M | 11 | 4 | 1 |
| Deals above $100M | 5 | no deal | no deal |
| Repeat rate | 10% | 6% | 4% |
"+" means at least: some round amounts were not disclosed. Medians are rounded; exact values are given in the text.
Has AI TRiSM funding already beaten last year's total?
It has, by a wide margin. AI TRiSM funding this year has already beaten the whole of last year, even though the year is not over.
Capital this year to date equals 250% of the full previous year's total, while deal count equals 122%. Against the full year before that, the corresponding figures are 352% for capital and 158% for deals.
Those comparisons put a partial year next to a full year and are not annualized. They show how far the market has already moved while leaving the final annual total open.
Is the AI TRiSM growth just a megaround story?
No. AI TRiSM is still growing strongly after the biggest rounds are removed.
Against the same period last year, capital excluding rounds above $50M is up 146% and capital excluding rounds above $100M is up 95%. Against the same period two years ago, those increases are 124% and 176%.
Nine-figure rounds matter more than before, but the market underneath them is also clearly larger.

Your time is limited. In our market report about AI trust and risk tools, we put numbers on each part of the market, so you can see where it makes sense to focus.
Are more AI TRiSM companies getting funded too?
Yes. More AI TRiSM companies are getting funded this year.
The number of funded companies rose 34% against the same period last year, from 64 to 86. Against the same period two years ago, it rose 83%, from 47 to 86.
That wider company count shows the growth reaches beyond a few exceptional names.
Is the typical AI TRiSM round getting bigger?
Much bigger. The typical AI TRiSM financing has grown a lot this year.
The exact median is $10.0M, up 64% from $6.1M in the same period last year and up 43% from $7.0M in the same period two years ago. The share of funded companies with less than $5M has also fallen to 24%, from 45% last year and 34% two years ago over the same months.
The median confirms that the typical deal is getting bigger too.

In our document detailing everything you need to know about AI TRiSM, we always try to gather several sources and make estimates that make sense, so you can work with solid numbers.
Are $100M AI TRiSM rounds now part of the market?
Yes. Nine-figure AI TRiSM rounds are happening repeatedly now, although they are still rare.
We tracked 5 deals above $100M this year, representing 5% of all deals and $728M in capital. None of the rounds in the same period of the last two years went above $100M; the biggest were two rounds of exactly $100M last year, for Arena and Noma Security.
Arena's $200M Series B, Zenity's $125M Series C and HiddenLayer's $100M Series B show that nine-figure checks now appear across several AI TRiSM categories.
Is AI TRiSM moving beyond seed?
Yes, compared with last year. Series A and Series B now take a bigger share of AI TRiSM deals, although the longer comparison is more mixed.
Seed represents 61% of deals this year versus 78% in the same period last year, a decline of 17 percentage points. Series A rose by 11 percentage points to 23%, while Series B rose by 4 percentage points to 7%.
The table below shows the stage mix across the three matched periods.
| Stage | This year | Last-year period | Two-years-ago period | Capital this year |
|---|---|---|---|---|
| Series A | 23% | 12% | 22% | $826M+ |
| Series B | 7% | 3% | 12% | $651M |
| Seed | 61% | 78% | 61% | $483M+ |
| Unknown | 6% | 6% | 4% | $220M+ |
| Series C | 2% | 1% | no deal | $155M |
| Series D+-plus | no deal | no deal | no deal | – |
| Growth | no deal | no deal | no deal | – |
"+" means at least: some round amounts were not disclosed.
Is Series A taking a much bigger share of AI TRiSM money?
Yes. Series A now takes a much bigger share of AI TRiSM money, even though seed still produces most deals.
Series A represents 23% of deals but 35% of disclosed capital this year, up from 19% of disclosed capital in the same period last year, with a $30M median. Seed still produces most deals but only 21% of disclosed capital, down from 58% in the same period last year, with a $6.5M median.
Lots of startups still get seed rounds, while a smaller group can now raise unusually large Series A checks.

Our report covering the AI TRiSM market gets updated several times a month, so you always get the latest view of where things stand.
Are AI TRiSM startups finally reaching later-stage rounds?
Only partly. AI TRiSM has more later-stage funding, but Series D+-plus and growth rounds are still absent.
Later-stage deals represent 10% among deals with a named stage this year, versus 5% in the same period last year. Yet there are only 2 Series C deals and no Series D+-plus or growth rounds.
Series A and Series B are getting much stronger before a real late-stage market has formed. AI TRiSM is growing up, but it is not there yet.
Is runtime guardrail funding taking over AI TRiSM?
Yes. Runtime guardrails and policy enforcement now lead AI TRiSM by both deal count and disclosed capital.
The category represents 45% of deals this year, versus 21% in the same period last year and 27% in the same period two years ago. It also represents 45% of disclosed capital this year.
AI agents help explain the jump. OWASP published its Top 10 for agentic applications in December 2025, a list of the main security risks of autonomous AI systems. Arcade.dev, at its $60M Series A in June 2026, described enforcing policy and user permissions at every agent action, while Zenity said in August 2026 that its platform can allow, change or block an agent's action before it happens.
Recent rounds fit that change. WitnessAI raised $58M in January 2026 while extending its platform to AI agents, Neo Security came out of stealth in July 2026 with a real-time control layer for agentic software, and Bay announced in November 2026 a product that allows or blocks each agent action within milliseconds. Agent security spills over into the next category too: Straiker raised $64M in June 2026 and HiddenLayer $100M in September 2026, both counted in AI security and red teaming. Investors are funding a new control layer around enterprise AI agents.
The table below shows the current category mix against the same period last year.
| Category | Deal share now | Deal share last year | Capital share now | Capital share last year |
|---|---|---|---|---|
| Runtime Guardrails & Policy Enforcement | 45% | 21% | 45% | 18% |
| AI Security & Red Teaming | 15% | 22% | 16% | 25% |
| Model Risk & Evaluation | 12% | 21% | 25% | 31% |
| AI Monitoring & Observability | 11% | 7% | 4% | 10% |
| AI Governance & Inventory | 8% | 18% | 5% | 10% |
| Compliance & Audit Management | 5% | 3% | 1% | 1% |
| Data & Privacy Controls | 4% | 9% | 3% | 5% |

In our research about AI trust and risk tools, we look at what the winners do differently, so you can learn from the best instead of guessing.
Are investors backing fewer model-evaluation startups?
Fewer deals, yes; less money, no. Model risk and evaluation has fewer financings, but much more money is going into its leaders.
Its deal share fell to 12% this year from 21% in the same period last year and 22% in the same period two years ago. Yet the category raised $595M this year, representing 25% of disclosed capital.
Arena is the clearest explanation. Arena raised $350M in two rounds this year, and when it announced its $200M Series B in October 2026, the company said it had passed $100M in annualized revenue. The category has fewer deals, but some winners are scaling quickly.
Is AI security and red teaming cooling?
Only in share. AI security and red teaming gets a smaller share of deals while still attracting a lot of money.
The category accounts for 15% of deals this year versus 22% in the same period last year and 20% in the same period two years ago. It still raised $368M and captured 16% of disclosed capital this year.
Most of the decline comes from runtime guardrails growing so quickly. AI security still gets a large share of the money.
Is AI monitoring getting more AI TRiSM deals?
Yes. AI monitoring and observability is getting a bigger share of AI TRiSM deals, but it still attracts less money than the leading categories.
The category represents 11% of deals this year, up from 7% in the same period last year. It raised at least $102M and represents 4% of disclosed capital.
Operational AI deployments need monitoring as well as enforcement. The category is growing, while investors currently write larger checks for products that can directly block, authorize or control actions.

In our market report about AI trust and risk tools, we don't want to repeat what boring consulting reports say. Instead, we show you the real and latest market signals that matter.
Is AI TRiSM money going mostly to startups that already raised?
Mostly, yes: four dollars out of five now go to AI TRiSM startups that had raised money before.
Follow-ons represent 54% of deals and 80% of disclosed capital this year, compared with 41% of deals and 52% of disclosed capital in the same period last year. First financings fell from 56% to 42% of deals over the same comparison.
New companies are still getting funded, while the strongest startups from the earlier funding wave are now returning for much larger rounds.
Are AI TRiSM startups raising twice in the same year?
More often than before. 9 AI TRiSM startups have already raised twice this year, although most funded startups still raise only once.
The repeat-company rate is 10% this year, versus 6% in the same period last year and 4% in the same period two years ago. We counted 9 repeat companies this year.
More startups have now had time to prove demand and come back for another institutional round.
Are AI TRiSM investors becoming repeat backers too?
They are. More AI TRiSM investors are coming back to lead another round.
We counted 92 unique disclosed lead investors this year, versus 69 in the same period last year and 51 in the same period two years ago. Repeat leads accounted for 33% of led rounds, compared with 18% last year and 13% two years ago over the same months.
TLV Partners led the most rounds this year with 4; Bessemer Venture Partners led 3, Norwest 3 and SYN Ventures 3. More investors are entering AI TRiSM, and a smaller group is also coming back repeatedly.

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Is the United States still the clear leader in AI TRiSM funding?
Yes. The United States still leads AI TRiSM by both deals and capital, although its share has fallen.
US startups account for 57% of deals and 62% of disclosed capital this year. In the same period last year those shares were 71% and 77%, and in the same period two years ago they were 61% and 70%.
More funding is happening outside the United States, but no other country has displaced it as the main market.
Is Israel catching up with the US in AI TRiSM funding?
Partly. Israel has gained a lot of AI TRiSM funding share this year while the US share fell, but US startups still raise twice as much money.
Israeli startups account for 21% of deals and 31% of disclosed capital this year, versus 9% and 17% in the same period last year. In the same period two years ago, the corresponding shares were 16% and 21%.
The rise lines up with the market's category shift because many of the best-funded Israeli companies are concentrated in AI security, agent control and runtime enforcement.

If you build or invest in the AI TRiSM market, you need to know which business models pay off now and which ones are fading. That's why our report covering it has a whole section on it.
Is Europe catching up in AI TRiSM?
A little. Europe is getting more AI TRiSM deals, but it still gets a small share of the money.
Europe accounts for 18% of deals and 7% of disclosed capital this year, versus 16% and 5% in the same period last year. In the same period two years ago, it represented 14% of deals and 5% of disclosed capital.
Europe is making steady progress. It is adding funded companies, while the largest current checks still cluster in the United States and Israel.
Has AI TRiSM funding accelerated quarter by quarter?
Mostly yes. Quarterly AI TRiSM funding is now running much higher, and Q3 2026 is the strongest full quarter since at least the start of 2024.
Q1 2026 produced $488M, Q2 produced $518M and Q3 produced at least $906M. Q4 2026 is partial and has already produced $413M, so it should not be compared as a completed quarter.
The table below shows AI TRiSM funding quarter by quarter since the start of 2024.
| Period | Deals | Capital | Median | Status |
|---|---|---|---|---|
| Q1 2024 | 8 | $41M | $4.8M | |
| Q2 2024 | 15 | $118M | $5.5M | |
| Q3 2024 | 16 | $196M | $8.2M | |
| Q4 2024 | 20 | $304M | $8M | |
| Q1 2025 | 17 | $197M | $10M | |
| Q2 2025 | 18 | $249M+ | $7M | |
| Q3 2025 | 22 | $294M | $4.1M | |
| Q4 2025 | 20 | $170M | $7.8M | |
| Q1 2026 | 23 | $488M | $6M | |
| Q2 2026 | 30 | $518M | $10M | |
| Q3 2026 | 30 | $906M+ | $16M | |
| Q4 2026 | 10 | $413M | $23M | partial |
Quarters add up to fewer deals than the yearly totals: 1 deal of 2024, 1 of 2025 and 2 of 2026 are dated only by the year, so they count in the yearly totals but in no quarter. "+" means at least: some round amounts were not disclosed. Medians are rounded; exact values are given in the text.
So, what are the current funding trends in AI TRiSM?
AI TRiSM funding is growing fast, with more money moving into Series A, follow-on rounds and tools that control AI agents.
The growth shows up in more deals, more funded companies, a larger median, stronger funding without the biggest rounds and much greater Series A activity. One outlier company cannot explain all of those changes.
The bigger change is where the money is going. Runtime guardrails now dominate deal flow, follow-ons take most disclosed capital, repeat lead investors are more common, and Israel has gained share as agent-security companies raise larger checks. Conventional late-stage funding beyond Series C is still almost absent.
The table below shows what we found.
| Question | Answer |
|---|---|
| Is AI TRiSM money growing faster than deal count? | Yes, capital is up 183% against the same months last year. Deal count rose a smaller 40% over the same months. So rounds are getting bigger, not just more frequent. |
| Is growth dependent on giant rounds? | No, capital excluding rounds above $50M is up 146%. Excluding rounds above $100M still leaves 95% growth. Smaller rounds are growing strongly at the same time. |
| How big is a typical AI TRiSM round now? | The median AI TRiSM round is $10.0M this year. The median was $6.1M in the same months last year. That is a 64% jump in the typical check. |
| Are nine-figure rounds now real? | Yes, this year has 5 deals above $100M. The same months of the last two years had none above $100M. Several separate AI TRiSM winners now raise nine-figure rounds. |
| Is seed losing its grip? | Compared with last year, seed is clearly losing share. Seed fell to 61% of deals from 78%. Series A gained 11 percentage points over that period. |
| What category is driving change? | Runtime guardrails now represent 45% of all AI TRiSM deals. They also capture 45% of disclosed capital this year. Agent control now gets the biggest share of funding. |
| Are new companies being squeezed out? | Not entirely, although follow-ons now dominate AI TRiSM capital. They account for 54% of deals and 80% of disclosed capital. Scaling winners are receiving the biggest checks in the market. |
| Do AI TRiSM investors keep coming back? | Yes, repeat leads now represent 33% of led rounds. That share was only 18% in the same months last year. More investors are coming back to lead another deal. |
| Is the US still number one? | Yes, US startups still account for 57% of deals. The US share is down from 71% in the same months last year. The lead remains clear, although it is less dominant. |
| Which AI TRiSM geography gained most? | Israel reached 21% of all AI TRiSM deals this year. It also reached 31% of disclosed capital this year. Agent security is driving much of that rise. |
| Has quarterly capital stepped up? | Yes, Q3 2026 reached at least $906M in capital. Q1 and Q2 2026 each beat every quarter of 2024 and 2025. Quarterly funding is now running at a higher level. |

In our research about AI trust and risk tools, we like to show you the big picture. We know your time is precious, so we make every page quick to read and packed with as much learning as possible per minute.
Our methodology
Our data runs through November 12, 2026. This article compares January 1, 2026 to November 12, 2026 with the same calendar period in 2025 and 2024. The current period is year to date, not a full year, and full-year figures are used only where we explicitly compare the partial current year with an earlier completed year.
We count private-company equity financings of at least $300K. Debt, grants, loans, unconverted convertibles, SAFEs and public offerings are excluded. AI TRiSM covers dedicated technology for discovering, assessing, governing, monitoring or enforcing trust, risk, security and accountability around AI models, applications and autonomous agents, including borderline companies when those controls are a material commercial product.
Every company counted is a startup under our definition: an independent company founded in 2000 or later, designed to grow around a new product or technology, financed by venture capital, angels, grants or founders, and not a mature listed company. Each financing is counted once, duplicate reports are merged, and undisclosed amounts count in deal totals but not capital totals, which is why some totals are minimums.
We group stages into Seed, Series A, Series B, Series C, Series D-plus, growth and unknown. Regions come from headquarters country, while the seven product categories are our own functional split of AI TRiSM. Early-stage and later-stage shares use only deals with a named stage, and velocity percentages describe measured gaps between financings rather than shares of companies.
Rounds confirmed by a company announcement, a press article or a regulatory filing are counted in full. Where no article exists, a round is counted only when at least two recognised databases agree on its date (within one month) and amount (within 5%), and it is marked as low confidence; a round found in a single database stays in the company's history but is left out of totals. For companies that have raised more than $100M, every round counted is backed by an article.
Our primary evidence comes from company announcements, regulatory filings and reliable press, with databases used only under that two-source rule. Coverage for the current period is 98% for round amounts, 94% for stages, 97% for founding years, 89% for lead investors and 100% for headquarters country and category.
Quarters add up to fewer deals than the yearly totals: 1 deal of 2024, 1 of 2025 and 2 of 2026 are dated only by the year, so they count in the yearly totals but in no quarter.
A reader may see a different total in a broad AI-security or responsible-AI article because those sources often include generic cyber security, observability, consulting, non-startups, grants or debt. Our market definition is intentionally narrower and focuses on equity-funded startups selling operational AI trust, risk, security and assurance controls.
Key sources include Arena's $200M Series B and commercial evaluation growth, Arena's $150M Series A and evaluation-platform positioning, Zenity's $125M Series C and AI-agent security strategy, Onyx Security's Series B and AI control platform, HiddenLayer's $100M Series B and agentic runtime security, WitnessAI's $58M financing and agent-governance expansion, Straiker's $64M Series A for agent security, Alice's financing and AI trust, safety and security positioning, Arcade.dev's $60M Series A and action-governance architecture, Arcade.dev's strategic extension and enterprise agent governance, Neo's financing and agentic software control platform, Bay's financing and real-time AI-agent control product, NIST Generative AI risk-management profile, NIST AI Risk Management Framework, OWASP's agentic-application risk framework, OWASP guidance on runtime, identity and assurance controls, and European Commission AI Act implementation guidance.

When you build or invest in the AI TRiSM market, you need clarity, not confusion. In our market report about AI trust and risk tools, we always try to put numbers on and quantify whatever is usually vague and confusing.
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