Comparison · AI risk assessment
APIR vs Holistic AI
Holistic AI focuses on AI risk management and bias/efficacy auditing, point-in-time assessments of models against risk and fairness criteria.
APIR is a different category
APIR is not a compliance tool. APIR is the verification layer for AI agents: the cryptographic trust infrastructure that issues a signed, independently-verifiable proof that a specific agent is what it claims to be and behaved the way it should.
The agent-layer gap
Holistic AI produces assessments, point-in-time reports. It is not a live verification layer: no continuous behavioral monitoring of a deployed agent, no tamper-evident action ledger, no signed portable credential, and no public, no-login verification.
Where Holistic AI is strong: Detailed model risk and bias/efficacy assessments.
Holistic AI gives you an assessment. APIR is the verification layer: a living, signed, independently-verifiable trust record for every agent, not a one-time report.
Compare APIR with