What’s funding like in the AI TRiSM market right now?

Last updated: 12 November 2026
Cover of NewMarketPitch's ai trism report

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 is clearly stronger now: the last 12 months produced 104 deals and at least $2.4B, versus 78 deals and at least $902M in the 12 months before. Arena raised the most in the current period, with $350M across 2 rounds.

The rise shows up across the last 12 months, with more deals, more funded companies and much more disclosed capital.

The market still looks much stronger after removing the largest checks.

The typical financing is much bigger too, and a much smaller share of funded companies now raise less than $5M.

Seed is taking a smaller share of deals. Seed fell from 77% to 63%, while Series A rose from 13% to 22% and Series B rose from 4% to 7%.

The biggest change is what investors are funding. Runtime guardrails and policy enforcement made the largest jump and now lead both deals and disclosed capital.

AI agents sit behind much of that change. Recent rounds from Zenity, HiddenLayer, WitnessAI, Straiker, Arcade.dev and Bay all emphasize runtime control, agent permissions, monitoring or security rather than generic governance.

The geography changed too. The United States fell from 69% to 58% of deals, while Israel rose from 9% to 20% and increased to 31% of disclosed capital.

New startups can still get funded, but more money is going back into companies investors already know. First financings rose in absolute count, while follow-ons gained share and captured 78% of disclosed capital in the last 12 months.

AI TRiSM funding is clearly accelerating now. More companies are getting funded, the median check is larger, later rounds are showing up more often, and growth remains strong after removing the biggest checks. More of the money now goes to repeat winners and agent-control companies, so the rise is uneven across the market.

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 24 months

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
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
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 healthier than it was?

Yes. AI TRiSM funding is healthier now: more companies are raising, and the typical round is larger.

The last 12 months produced 104 deals across 93 companies, compared with 78 deals across 74 companies in the preceding period. Deal count rose 33%, funded companies rose 26%, and total disclosed capital rose 168%.

One oversized round can make a market look hot, but that is not what happened here. Both the number of funded companies and the typical financing moved upward.

Is the AI TRiSM funding surge just a few giant rounds?

No. AI TRiSM funding still looks much stronger after removing the largest rounds.

Capital excluding rounds above $50M rose 127%, from at least $552M to at least $1.3B. Capital excluding rounds above $100M rose 88%, from at least $902M to at least $1.7B.

The table below compares the main measures with and without the biggest rounds.

Metric Last 12 months 12 months before Change
Deals 104 78 +33%
Companies 93 74 +26%
Capital $2.4B+ $902M+ +168%
Excluding >$50M $1.3B+ $552M+ +127%
Excluding >$100M $1.7B+ $902M+ +88%
Median round $10M $5.5M +82%
Deals above $50M 11 4
Deals above $100M 5 no deal

"+" means at least: some round amounts were not disclosed. Medians are rounded; exact values are given in the text.

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, or are the same ones taking more money?

More AI TRiSM companies are getting funded, while repeat winners are also taking a bigger share of the money.

The number of funded companies rose from 74 to 93, a 26% increase. At the same time, repeat companies increased from 4 to 11, and the repeat rate moved from 5% to 12%.

More companies are getting checks, and the biggest winners are raising more at the same time. The current period has a larger pool of funded companies and a much stronger group at the top.

Is the typical AI TRiSM round actually getting bigger?

Yes. The typical AI TRiSM financing became much larger in the last 12 months.

The exact median rose 82%, to $10.0M from $5.5M. The share of funded companies with less than $5M also fell from 46% to 25%, while the share above $50M rose from 5% to 11%.

The median tells us this is happening beyond the biggest deals 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 $50M AI TRiSM rounds becoming normal?

Not yet. Large AI TRiSM rounds are much more common, but they are still a minority of financings.

The last 12 months contained 11 deals above $50M, representing 11% of all deals, versus 4 deals and 5% in the prior period. Those current large rounds supplied $1.2B of capital.

Arena's $200M Series B, Zenity's $125M Series C, HiddenLayer's $100M Series B and several other large financings show how much bigger the top rounds have become. Still, nine-figure rounds are far from routine.

Is AI TRiSM moving beyond seed funding?

Yes. AI TRiSM is still early-stage, but Series A and Series B now take a bigger share of deals.

Seed fell from 77% to 63% of deals. Series A rose from 13% to 22%, and Series B rose from 4% to 7%.

AI TRiSM is moving further beyond seed even though it still has no Series D+-plus or growth rounds in either period.

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 Series A and Series B rounds getting much bigger?

By a lot. AI TRiSM Series A and Series B checks are much larger than in the preceding period.

The Series A median was $30M in the last 12 months versus $16M before, while the Series B median was $80M versus $19M. Series A supplied at least $843M and Series B supplied $651M in the current period.

Companies are reaching very large institutional rounds quickly. Arcade.dev's $60M Series A, Straiker's $64M Series A and Arena's $200M Series B all sit well above what would once have looked like a normal early-stage software financing.

Are first-time AI TRiSM financings drying up?

No. First-time AI TRiSM financings increased in count, even as follow-ons grew faster.

We counted 47 first financings in the last 12 months versus 40 in the prior period. Their share of deals fell from 51% to 45% because follow-ons grew faster.

New entrants are still getting funded, while companies that already found traction are returning for more money.

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.

Is most AI TRiSM money now going into follow-on rounds?

Yes. Follow-on rounds now take most of the AI TRiSM money.

Follow-ons accounted for 52 deals and at least $1.9B in the last 12 months, representing 78% of disclosed capital. In the preceding period they accounted for 35 deals and $488M, representing 54%.

Investors are still financing new companies, but the largest checks increasingly go to startups they already know and have funded before.

Are the same AI TRiSM startups raising repeatedly?

More often than before. Repeat fundraising is common enough to notice in AI TRiSM, but it still involves a minority of funded companies.

Repeat companies are still a small group: 82 of the 93 funded companies in the current period raised only 1 round.

Arena raised 2 rounds in the current period, Onyx Security raised 2, and Arcade.dev also raised 2. A few startups can now come back quickly for much larger rounds, while most still appear only once.

Are AI TRiSM startups raising again faster?

No. AI TRiSM companies come back for new rounds more often, but the wait between rounds hasn't got any shorter.

For measured gaps between rounds, the median was 16 months in the last 12 months versus 15 months before. The share of measured gaps under 12 months fell from 44% to 36%, while the share under 24 months rose from 68% to 80%.

Coverage was 43% of relevant gaps in the current period and 32% before, so this measure is incomplete. Repeat financing became more common, while the measured time between rounds did not get shorter.

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)

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.

What part of AI TRiSM are investors funding much more now?

Runtime guardrails and policy enforcement are taking a much bigger share of AI TRiSM funding now.

The category moved from 15 deals to 47, and from 19% to 45% of all deals. Its share of disclosed capital moved from 18% to 46%, while its capital total rose from $164M to at least $1.1B.

AI agents help explain the jump. OWASP guidance on securing agentic applications, published in November 2026, focuses on identity, access control, runtime protection, supply-chain risk and assurance. Arcade.dev, announcing its Series A in June 2026, described a control layer that checks each agent action against policy and user permissions, while Zenity said in August 2026 that its platform can block an agent's action before it happens by reading the agent's intent.

Recent funding announcements match that change. HiddenLayer tied its $100M Series B in September 2026 to agentic runtime security, WitnessAI raised $58M in January 2026 while expanding agent governance, Straiker raised $64M in June 2026 for agentic security, and Bay came out of stealth in November 2026 with a product that checks agent actions in real time. These tools sit right where companies put their AI agents to work.

The table below shows how category deal share and disclosed-capital share changed between the two periods.

Category Deal share now Deal share before Capital share now Capital share before
Runtime Guardrails & Policy Enforcement 45% 19% 46% 18%
Model Risk & Evaluation 12% 23% 25% 30%
AI Security & Red Teaming 13% 21% 15% 24%
AI Monitoring & Observability 12% 8% 5% 11%
AI Governance & Inventory 8% 18% 4% 10%
Data & Privacy Controls 6% 9% 3% 5%
Compliance & Audit Management 5% 3% 1% 1%

Are AI TRiSM investors losing interest in model evaluation?

Only partly. Model risk and evaluation has fewer AI TRiSM deals, but investors are putting much more money into the companies that do raise.

The category fell from 18 deals to 12 and from 23% to 12% of deals, while its share of disclosed capital slipped from 30% to 25%. Yet capital rose from $273M to $612M.

Arena explains much of that tension. Its $200M Series B followed a $150M Series A in the same current period, and the company said in October 2026 that it had exceeded $100M in annualized revenue. Fewer evaluation deals are happening, but the leaders can now raise at a scale that was not available before.

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 AI security losing ground in AI TRiSM?

Not in capital terms. AI security and red teaming had fewer AI TRiSM deals, but the category still attracted much more money.

The category moved from 16 deals to 14 and from 21% to 13% of all deals. Its disclosed capital nevertheless increased from at least $217M to $368M.

Fewer deals can still produce more money when the leading companies raise much larger rounds. AI security still pulls in a lot of money, even as runtime guardrails take more of the new deals.

Is AI TRiSM funding becoming less US-centric?

Yes. The United States still leads AI TRiSM funding, but its share is smaller now.

The United States moved from 69% to 58% of deals and from 76% to 62% of disclosed capital. Israel moved from 9% to 20% of deals and from 17% to 31% of disclosed capital.

The United States remains the clear number one, but Israel is now a major hub for agent security and AI control.

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 getting more AI TRiSM funding too?

Yes, but Europe's AI TRiSM growth comes mostly from more deals; giant checks are still rare.

Europe increased from 13 deals and $55M to 19 deals and $161M. Its share of deals moved only from 17% to 18%, while its share of disclosed capital moved from 6% to 7%.

Europe is getting more activity, but its rounds are still much smaller than the ones coming out of Israel. The region looks healthier without becoming the main driver of the current surge.

Are the same AI TRiSM investors coming back to lead more rounds?

Yes. More AI TRiSM investors are now leading multiple rounds.

The number of unique disclosed leads rose from 79 to 102, while repeat lead investors increased from 5 to 14. Repeat leads accounted for 35% of led rounds in the last 12 months versus 16% before.

SYN Ventures led 4 rounds in the current period, TLV Partners led 4, while Khosla Ventures led 3, Bessemer Venture Partners 3 and Felicis 3. More funds are entering the market, and a smaller group is also coming back to lead repeatedly.

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.

Are AI TRiSM companies getting older before they can raise?

No. AI TRiSM companies are raising larger checks without waiting much longer to raise.

The median company age remained 1 year in both periods, and the median age for rounds above $50M remained 2 years. The share of funded companies founded since 2022 actually rose from 88% to 94%.

Investors are writing these larger Series A and Series B checks to very young companies instead of waiting years for a long software track record.

So, what does AI TRiSM funding look like right now?

AI TRiSM funding is accelerating across the market, and the jump survives even after the biggest rounds are removed.

The last 12 months brought more deals, more funded companies, a much larger median round and much more capital even after removing the biggest checks. Series A and Series B gained share, while runtime guardrails became the dominant category.

More of the money now goes to companies investors already know. Follow-ons take most capital, repeat fundraising is more common, and large checks cluster around companies securing or controlling AI agents. First financings are still rising in absolute number, so new entrants are still getting through.

The table below shows what we found.

Question Answer
Is the market actually accelerating? Yes, deal count rose 33% across the two periods. Funded companies rose 26% at the same time. The jump reaches far beyond the biggest checks.
Did capital growth depend on megarounds? No, capital excluding rounds above $50M rose 127%. Excluding rounds above $100M still produced an 88% increase. Smaller rounds also grew strongly across the market.
Is the typical round bigger now? Yes, the exact median rose to $10.0M from $5.5M. That represents an 82% increase across the two periods. The typical AI TRiSM deal is clearly larger now.
Are large rounds becoming common? Large rounds are more common, but they remain rare. The current period had 11 deals above $50M. They still represented only 11% of all current-period deals.
Is seed still dominating AI TRiSM deals? Seed remains the largest stage at 63% of deals. Its share fell by 14 percentage points from before. Series A and Series B both gained share.
Are new startups still getting funded? Yes, first financings increased to 47 deals in the period. Their share still fell because follow-on rounds grew faster. New entrants remain active alongside startups raising again.
Where is most capital going? Follow-ons captured 78% of disclosed capital in the period. They raised at least $1.9B in the current period. Proven companies now take the biggest AI TRiSM checks.
What category changed the most? Runtime guardrails reached 45% of all AI TRiSM deals. They captured 46% of disclosed capital in the period. Agent control is where the biggest shift happened.
Is model evaluation funding actually disappearing? No, model risk and evaluation raised $612M in the period. Its deal share still fell to 12% overall. Fewer deals are supporting much larger category leaders now.
Is the US losing control? No, the United States still led with 60 deals. Its deal share fell to 58% in the period. Israel picked up most of the share the US lost.
Are investors becoming repeat backers? Yes, 14 lead investors led more than once. Repeat leads represented 35% of all led rounds. A recognizable group of repeat backers is forming now.
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)

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.

Our methodology

Our data runs through November 12, 2026. This analysis compares the last 12 months, from November 13, 2025 to November 12, 2026, with the 12 months before, from November 13, 2024 to November 12, 2025. We use 12 months against 12 months because both periods contain more than 20 deals and both fall inside our complete market coverage.

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, and we include 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, built 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 and duplicate reports are merged. Undisclosed rounds count in deal totals but not capital totals, which is why some capital figures are minimums.

We group stages into Seed, Series A, Series B, Series C, Series D-plus, growth and unknown. Regions come from headquarters country, and our seven categories split the market by commercial function. Comparisons of early versus later stage use only deals with a named stage, while velocity percentages describe measured gaps between rounds 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, filings and reliable press, with databases used only under that two-source rule. Coverage is 98% for round amounts in the last 12 months, 94% for stages, 97% for founding years, 90% for lead investors and 100% for headquarters country and category.

A sceptical reader may notice that a company or financing appears in a broader AI-security or AI-governance funding total elsewhere but not here. That is usually a scope difference: we exclude generic cyber security, generic observability, ordinary privacy tools and general AI products unless AI-specific trust, risk, security or assurance controls are a material customer-facing product.

Key sources include Arena's $200M Series B and real-world AI evaluation strategy, Arena's $150M Series A and evaluation-platform adoption, Zenity's $125M Series C and AI-agent security expansion, Onyx Security's Series B and AI control platform, HiddenLayer's $100M Series B and agentic runtime security, WitnessAI's $58M financing and agent-security expansion, Straiker's $64M Series A for agentic security, Arcade.dev's $60M Series A and action-governance architecture, Arcade.dev's strategic financing extension and agent-action governance, Neo's financing and agentic software control positioning, Bay's seed and Series A and real-time agent control, NIST's Generative AI risk-management profile, NIST AI Risk Management Framework, OWASP's agentic-application risk framework, OWASP guidance on securing agentic applications, and European Commission AI Act implementation guidance.

Matrix of the problems AI TRiSM customers still face, rated for each type of buyer: Which problems would AI TRiSM customers actually pay to solve? (AI TRiSM Market, NewMarketPitch)

A good product starts with a real problem. In our document detailing everything you need to know about AI TRiSM, we show you the ones customers still live with.