The Hybrid
Validation Engine.
We combine rigorous mathematical stress-testing with automated persona audits. The only platform that measures both the fidelity and the utility of your AI explanations.
System Architecture
Three layers of validation.
Layer I: Technical Verification
We don't guess. We prove.
Verity calculates Local Fidelity to measure faithfulness and Lipschitz Continuity to guarantee stability against noise.
Fidelity > 0.85Lipschitz < 1.2
Layer II: Stakeholder Simulation
Automated LLM personas stress-test your explanations against specific user needs:
Compliance Officer
Clinical Expert
Lay Patient
Layer III: The Trust Score™
We aggregate technical metrics and human-centric scores into a single, deployable metric. Block CI/CD pipelines if the score drops.
94/100Audit Passed
$verity deploy --production
Ready to ship audited, human-trusted AI?
SOC2 Type II Compliant Environment