Workshop
A facilitated two-day session that frames the agent's intended behavior, its operating envelope, and the questions the assessment must answer.
The standard and the practice for proving your agents behave — in production. Human Intelligence publishes HI-AAF, assesses agents against it, and keeps trained human reviewers in the loop — not just automated checks — so the evidence stays current after deployment.
Mapped to NIST AI RMF · ISO/IEC 42001 · OWASP LLM Top 10 · MITRE ATLAS · SOC 2 · EU AI Act · DFARS / CMMC
An AI agent can be secure — patched, scanned, network-isolated — and still be untrustworthy. Trust is a question of behavior under uncertainty: does the agent do the right thing when the situation drifts from its training?
Does it know when to escalate? Whose identity does it act under, and with whose permissions? Security frameworks were written for code, not for systems that make judgments.
Trust requires a different standard — one written for behavior, not for binaries; one that does not end at deployment but persists through every interaction the agent has with a real customer: a claim approved, a refund issued, a record changed.
Compliance frameworks have always followed the technologies they govern. SOC 2 followed cloud. HI-AAF follows agents.
One control language for how your agents behave. Each control is cross-mapped to NIST AI RMF, ISO/IEC 42001, OWASP, MITRE ATLAS, SOC 2, the EU AI Act, and DFARS / CMMC — one assessment produces evidence you can reuse against whichever framework you already report to.
See the full crosswalkOwnership, policy, and risk-management discipline for every agent in production.
Behavior, capabilities, and constraints validated before deployment and on material change.
Scoped identity, least-privilege credentials, and clean attribution for every agent action.
Defense against direct and indirect prompt injection, including through memory and retrieval.
Tool allowlists, blast-radius limits, and pre-execution review for irreversible actions.
Classification, isolation, and lifecycle of data across prompts, memory, and retrieval.
Groundedness, safety, fairness, and provenance of outputs — and trust in upstream providers.
Per-step logging, drift detection, and a qualified human review queue with documented SLAs.
Cross-agent identity, authorization, blast radius, and propagation of suspend across the chain.
A facilitated two-day session that frames the agent's intended behavior, its operating envelope, and the questions the assessment must answer.
A structured pre-assessment against the nine domains, returning a written readiness opinion and the work required to meet the Standard.
The formal evaluation of an AI agent against HI-AAF, conducted by Human Intelligence assessors and concluding in a published Letter of Assessment.
Continuous review of the agent's behavior in production, with quarterly findings and a documented record of corrective action.
Written assessment that an AI agent meets the Standard, reviewed annually and issued by Human Intelligence.
A facilitated two-day session that frames the agent's intended behavior, its operating envelope, and the questions the assessment must answer.
Read engagement charterA structured pre-assessment against the nine domains, returning a written readiness opinion and the work required to meet the Standard.
Read engagement charterThe formal evaluation of an AI agent against HI-AAF, conducted by Human Intelligence assessors and concluding in a published Letter of Assessment.
Read engagement charterContinuous review of the agent's behavior in production, with quarterly findings and a documented record of corrective action.
Read engagement charterWritten assessment that an AI agent meets the Standard, reviewed annually and issued by Human Intelligence.
Read engagement charterBeneath every certification under HI-AAF sits a human review layer — a trained, accountable group of reviewers whose work is to keep the Standard a living thing rather than a one-time stamp. They watch what the agent does after the assessors leave.
Reviewers receive escalations from certified agents, judge them against the controls written into the Standard, and return findings that flow back into the agent's operating record. Where behavior drifts, they intervene. Where the Standard itself proves thin, they say so.
This is the discipline that distinguishes assurance from inspection: people working steadily, in the open. It is what we mean when we call our own organization Human Intelligence.
HI-AAF v1.3 is an independent framework published by Human Intelligence. It is not affiliated with NIST, ISO, AICPA, or any government or accreditation body. The framework is offered openly for review during the current draft cycle.
End of prospectus. — Human Intelligence, MMXXVI.
Imprint of Human Intelligence
Independent Framework Publisher
MMXXVI · Seattle · Singapore