TrustModel.ai
Category: AI in Cybersecurity
Independent AI trust, safety, and compliance infrastructure for enterprises deploying AI in regulated environments. TrustModel.ai was founded in 2024. The company is led by Karl Mehta. Based in Mountain View, California, United States. Team size: 11-50. Latest round: Seed. Key investors include StartX (Stanford's startup accelerator).
- Founded
- 2024
- Headquarters
- Mountain View, California, United States
- Team size
- 11-50
Value proposition
TrustModel.ai provides an independent third-party platform for validating, securing, and monitoring AI models, agents, and applications — functioning like a Moody's/S&P credit rating for AI trustworthiness.
Products and solutions
AI TrustScore (10-dimension trust scoring), AI Model Validation & Evaluation, Continuous AI Monitoring, Compliance Mapping (EU AI Act, NYC Local Law 144, EEOC, HIPAA, NIST AI RMF, ISO 42001), AI Litigation Tracker, TrustModel Certified Badges, GRAIL™ (Joint Governance and Risk Assurance Layer with RiskOpsAI)
Unique value
First independent AI trust rating infrastructure — analogous to Moody's/S&P for AI — providing verifiable, third-party evaluation across the full AI stack (models, COTS apps, agents) with automated compliance mapping to 30+ regulatory frameworks.
Target customer
Enterprise AI leaders, CHROs, General Counsels, and compliance teams in regulated industries (healthcare, finance, HR/recruiting) who need to validate AI models before deployment and demonstrate regulatory compliance.
Industries served
Healthcare, Financial Services, HR/Talent Acquisition, Enterprise Software, Regulated Industries
Technology advantage
10-dimension trust scoring methodology; automated compliance mapping across 30+ regulatory frameworks; real-time guardrails; independent third-party evaluation (not self-reported); cataloging across full AI stack (models, agents, applications); available on Google Cloud Marketplace
How they differentiate
Positioned as the independent "Moody's/S&P for AI" — a third-party trust rating infrastructure rather than a self-assessment tool. Covers the full AI stack (models, COTS apps, agents) vs. competitors focused on model-only evaluation. Strong compliance mapping to 30+ regulatory frameworks. Backed by StartX (Stanford).
Main competitors
Credo AI, Monitaur, Arthur AI, TruEra
Key partnerships
RiskOpsAI (GRAIL™ joint governance framework, launched at RSA Conference 2026), Google Cloud Marketplace, StartX (Stanford's startup accelerator)
Major milestones
Launched on Google Cloud Marketplace, Published first independent TrustScore audit of Chrome extensions & AI agents (April 2026), Announced GRAIL™ partnership with RiskOpsAI at RSA Conference 2026 (March 2026), Hosted AI Assurance & Governance Summit at Stanford (October 2026), Hit milestone of 50+ AI models evaluated
Growth metrics
50+ AI models evaluated (as of early 2026); First independent TrustScore analysis of 100 most-installed Chrome extensions and 10 leading AI browser agents (April 2026)
Market positioning
Early-stage category creator in the AI trust & safety infrastructure space, targeting the emerging need for independent AI assurance analogous to financial credit ratings. Competes with model governance platforms but differentiates on third-party independence and breadth of AI stack coverage.
Geographic focus
United States (Mountain View, CA) with global regulatory compliance coverage (EU AI Act, US state/local laws)
About Karl Mehta
Founder & CEO of EdCast Inc. (AI-powered knowledge-cloud platform, backed by Stanford & Softbank Capital); Founder & CEO of PlaySpan Inc. (acquired by Visa); Former Venture Partner at Menlo Ventures; White House Presidential Innovation Fellow (Obama Administration); Adjunct Professor at Deakin University A2I2 Institute
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Official website: https://trustmodel.ai