Agent-accessible information
Can intended agents reach the right information? Is it structured, current, attributable, and understandable without opening access too widely?
Agentic Readiness
Go Deeper with your AEO/GEO Audits.
A practical assessment of agent-accessible information, APIs and actions, identity boundaries, safe retrieval, evaluation, human approvals, and operational readiness.
Readiness is about systems, boundaries, and operations—not a prediction that a particular agent will behave safely.
What gets examined
Readiness is a chain of conditions—not a single integration.
The assessment is tailored to your use case, stack, risk profile, and the level of autonomy you are considering.
APIs and actions
Which read or write capabilities exist, how are they exposed, and what should remain out of scope? Make tool surfaces deliberate rather than accidental.
Authentication boundaries
Map identities, permissions, secrets, tenant boundaries, and least-privilege rules. A useful agent path is not a reason to bypass normal access controls.
Safe retrieval and tool use
Consider provenance, freshness, injection risks, validation, rate limits, and failure modes across retrieval and tool calls.
Evaluation and human approvals
Create representative tasks and measurable checks. Decide where a person reviews, approves, or can stop an action before it changes anything.
Operational readiness
Plan observability, ownership, incident response, rollout, rollback, and maintenance. A demo is not the same thing as an operable workflow.
From investigation to next steps
Make the boundary visible.
A useful output is an explicit picture of what is ready, what remains risky or unclear, and what should be tested before expanding autonomy.
OUTPUT / 01
System and data-flow map
Information, identities, tools, and trust boundaries in scope.
OUTPUT / 02
Risk and control register
Threats, safeguards, unresolved questions, and owners.
OUTPUT / 03
Evaluation plan
Representative tasks, success criteria, and failure checks.
OUTPUT / 04
Phased readiness roadmap
A bounded next step, approval points, and operational needs.
A clear next step