Agent21 uses TrustModel.ai to continuously evaluate every AI agent for safety, fairness, accuracy, and compliance. Not just a one-time audit — ongoing monitoring with audit-ready reports.
TrustModel.ai is an independent AI assurance platform that evaluates AI systems. Agent21 submits every agent for continuous evaluation — not self-grading, independent assessment.
Agents don't produce harmful, dangerous, or misleading content. Blocked patterns enforced. Output sanitized.
No bias in agent recommendations across demographics. Equal treatment in hiring (HR), lending (CFO), and outreach (Sales) contexts.
Agents cite data from connected integrations, not hallucinations. Revenue from Stripe, not estimates. PRs from GitHub, not guesses.
Company data isolated by RLS. AI providers are stateless — zero retention. Credentials encrypted AES-256-GCM. GDPR data portability.
AI BOM tracks every model, tool, and data source. Audit trail on all actions. Users know exactly what agents did and why.
Agents handle edge cases gracefully. Prompt injection resistance. Degraded mode when integrations are down. No single point of failure.
Every agent action logged. Human-in-the-loop for high-risk decisions. Delegate assignments create clear responsibility chains.
Agent reports explain reasoning, not just conclusions. 'I flagged this PR because it modifies auth logic without tests' — not just 'PR flagged.'
Agents trained on regulatory frameworks (GDPR, HIPAA, SOC2, EU AI Act, NYC LL144). Industry-specific compliance knowledge injected.
Consistent agent behavior across runs. Same input → same quality output. Monitored uptime. Graceful error handling with fallbacks.
HR agent recommends candidates with gender-biased language
TrustModel flags fairness dimension drop → HR agent persona updated → bias eliminated
CFO agent hallucinates revenue figures when Stripe is disconnected
TrustModel flags accuracy drop → fallback mode enabled → agent discloses 'Stripe not connected, cannot verify'
Sales agent sends outreach email with customer's private data from another account
TrustModel flags privacy violation → RLS audit triggered → data isolation verified and hardened
CTO agent recommends deploying to production without explaining why
TrustModel flags explainability drop → agent now includes reasoning: 'Deploying because CI passed and no blocking issues in Jira'
TrustModel maps Agent21's trust scores to regulatory requirements — so your compliance team has audit-ready documentation.
High-risk AI system requirements. Transparency, human oversight, accuracy documentation.
Automated employment decision tools. Bias audit required annually. HR agent evaluated.
AI in hiring and employment. Disparate impact analysis. Adverse action documentation.
AI Risk Management Framework. Govern, Map, Measure, Manage. Full lifecycle coverage.
Security, availability, processing integrity. Agent21 pursuing certification Q4 2026.
Automated decision-making. Right to explanation. Human-in-the-loop for high-risk decisions.
When your board asks "How do we know our AI agents are safe?" — you have a one-page answer. TrustModel generates quarterly trust reports showing all 10 dimensions, trend lines, and compliance mapping.
8 AI agents evaluated across 10 trust dimensions. Secured by Cisco DefenseClaw. Monitored by TrustModel.ai. Audit-ready for your board and regulators.
TrustModel.ai is an independent AI assurance platform. trustmodel.ai