AI Governance and Audit Evidence for Agents: Turn protected AI interactions into evidence your team can use.
The Governance Engine connects policy, runtime records, assessment findings and HikmaProve validation results so your team can show what was assessed, which control applied and what happened.
Policy that is enforced, not documented and forgotten.
Define rules per agent and evaluate them against protected activity. Governance is strongest when it is attached to the enforcement layer, not when it sits in a separate dashboard after the event.
Per-agent policy
Apply different rules to different agents based on their job, access and risk.
Budget control
Set and enforce spend boundaries per tenant, key or agent instead of discovering overruns on the invoice.
Audit trail
Record what happened, when it happened, which actor was involved and which source or policy applied.
HikmaScore™
Summarize assessment results in a score backed by the underlying findings and evidence.
Compliance is an output of security.
EU AI Act, OWASP, NIST AI RMF and other mappings are useful because they turn evidence into a format auditors and compliance teams recognize. They should not replace the underlying security controls.
From technical records to leadership answers.
How exposed are the systems we assessed?
Use assessment results and supporting evidence rather than a blanket organisation-wide health claim.
Are our controls working?
Show that a protected interaction was evaluated and an action was allowed, changed or blocked.
Can we prove what happened?
Provide a record of the assessed interaction or finding, the applicable control and the outcome.
Frequently asked questions
What does Prove It prove?
Prove It records who or what acted, when, under which policy and with what result. It combines per-agent policy enforcement, structured audit trails, HikmaScore™ and compliance evidence, so teams can show whether agents behaved as intended.
Is governance only a dashboard?
No. Governance is tied to runtime events and policy enforcement, not a documentation-only layer. Policies are evaluated against agent behavior, and the resulting events become evidence.
Which compliance frameworks can HikmaAI map to?
The EU AI Act, OWASP LLM Top 10, OWASP Agentic AI Top 10, NIST AI RMF, MITRE ATLAS, MAESTRO and ISO/IEC 42001. HikmaAI is not limited to predefined frameworks: you can add your own compliance documents, internal policies, governance requirements and organization-specific rules, and govern agents against external frameworks and internal rules alike.
Can evidence be exported?
Yes. Evidence can be exported as a PDF audit pack and as structured logs ready for your SIEM.
What is HikmaScore™?
HikmaScore™ is a single per-agent health score spanning security, compliance and efficiency. It gives security leaders a board-ready view, backed by the evidence beneath the score.
Can policies differ by agent?
Yes. Governance is built on per-agent declarative policies, with tenant isolation, identity and budget controls, so different agents can have different boundaries instead of one generic rule set.
Give security, compliance and leadership a record they can review, share and verify.