EnaGuardPut AI architecture into the audit plan without turning it into a generic IT checklist
EnaGuard helps internal audit test AI architecture claims with a defensible method, technical depth, and evidence language that can travel to the audit committee.
AI architecture is becoming an audit universe gap.
Traditional IT audit programs rarely reach the places where production AI actually fails: retrieval access, agent permissions, model lifecycle, AI service continuity, model gateway controls, LLMOps, and AI-specific observability.
EnaGuard frames AI architecture as a defined audit-plan subject, not a loose technology review.
Evidence is gathered and challenged outside the team being assessed, so the committee receives a less filtered view.
Technical signals are translated into risk language, scope limits, findings, and follow-up priorities.
Repeatable topics for an annual plan
RAG Security Focus
A defined scope with evidence expectations, review discipline, and a report language appropriate to limited verification.
Agentic AI Focus
A defined scope with evidence expectations, review discipline, and a report language appropriate to limited verification.
AI Operations Focus
A defined scope with evidence expectations, review discipline, and a report language appropriate to limited verification.
Model Lifecycle Focus
A defined scope with evidence expectations, review discipline, and a report language appropriate to limited verification.
AI Data Governance Focus
A defined scope with evidence expectations, review discipline, and a report language appropriate to limited verification.
Third-Party AI Risk Focus
A defined scope with evidence expectations, review discipline, and a report language appropriate to limited verification.
AI Incident Readiness Focus
A defined scope with evidence expectations, review discipline, and a report language appropriate to limited verification.
High-Impact AI Decision Focus
A defined scope with evidence expectations, review discipline, and a report language appropriate to limited verification.
Not ready to scope an audit plan yet? The Executive Guide covers the board's new agenda and an action framework built for audit and risk leaders.
For internal audit, the product is not a score. It is a defendable finding.
EnaGuard strengthens the internal audit function: technical evidence is gathered in a repeatable way, findings are written in risk language, and the committee receives a view that is not filtered by the team being assessed.