What are the current funding trends in AI TRiSM?

Last updated: 12 November 2026
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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

Bar chart of where investors put their money in AI TRiSM, by category: Where did AI security investors put their money this past year? (AI TRiSM Market, NewMarketPitch)

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
Market grid of the top AI TRiSM startups and companies by segment: Who are the leading companies in AI TRiSM? (AI TRiSM Market, NewMarketPitch)

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.

Donut chart splitting the AI TRiSM market size between its main categories, with leading companies: What is the AI TRiSM market really made of? (AI TRiSM Market, NewMarketPitch)

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.

Bar chart of the AI TRiSM market size year by year to 2036, with its growth rate: How much bigger can the AI TRiSM market get? (AI TRiSM Market, NewMarketPitch)

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.

Comparison table of the tech offered by leading AI TRiSM companies: Which AI TRiSM vendor has the most complete tech today? (AI TRiSM Market, NewMarketPitch)

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%
Scorecard showing what sets the leading AI TRiSM company apart: Why might Palo Alto be winning AI security? (AI TRiSM Market, NewMarketPitch)

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.

Google Trends curve of worldwide searches over five years for the AI TRiSM market: More and more companies look up AI security, as AI-made attacks grow (AI TRiSM Market, NewMarketPitch)

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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.

Comparison of what AI TRiSM survivors do and which companies missed it: What separates AI security survivors from failures? (AI TRiSM Market, NewMarketPitch)

Learning from others' mistakes is the cheapest lesson there is. In our document detailing everything you need to know about AI TRiSM, we look at what broke startups before you, so you don't repeat it.

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.

Map of AI TRiSM business models with company logos: How do AI trust and risk vendors actually make money? (AI TRiSM Market, NewMarketPitch)

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.
Timeline of the events that pushed the AI TRiSM market forward, with their impact: What pushed AI TRiSM forward, year after year? (AI TRiSM Market, NewMarketPitch)

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.

Table of the events that could slow the AI TRiSM market, with their odds and impact: What are the biggest threats to AI security? (AI TRiSM Market, NewMarketPitch)

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