AI agent use case

Compliance evidence collection

Collect current control evidence, preserve provenance, and route missing or conflicting material.

Compliance evidence spans control systems, identity, tickets, knowledge, configuration, and owner records. A file is not sufficient evidence when its period, scope, source, approval, or connection to the tested control is unclear.

From a valid trigger to accepted work.

Capability: Find, prepare, coordinate, and govern. Trigger: A scheduled test, audit request, or control event opens an approved evidence-collection window. Control boundary: Control-owner and reviewer approval.

  1. 01

    Define the evidence request

    Confirm control, period, scope, test objective, owner, accepted evidence types, due date, and access boundary.

  2. 02

    Collect authoritative material

    Retrieve current artifacts and system records while preserving source, owner, timestamp, version, and permissions.

  3. 03

    Validate evidence quality

    Check completeness, period coverage, control relevance, consistency, approval state, and required supporting context.

  4. 04

    Resolve gaps and conflicts

    Route missing, stale, contradictory, or unsupported material to the control owner with the exact issue visible.

  5. 05

    Assemble the review package

    Return accepted evidence, provenance, coverage, unresolved items, owner decisions, and the collection trace.

The agent needs more than a prompt.

Context is matched to the task and decision, with source authority, recency, identity, and workflow purpose visible.

  1. 01

    Control definition, owner, scope, and test objective

  2. 02

    Evidence period and accepted artifact requirements

  3. 03

    Authoritative system, record, and identity sources

  4. 04

    Prior findings, exceptions, and remediation state

  5. 05

    Reviewer authority and evidence-retention policy

Autonomy expands inside proven boundaries.

Each boundary describes where policy can continue the work and where accountable authority must remain visible.

01

Evidence provenance is mandatory

Artifacts retain their source, owner, time, scope, and version throughout the review path.

02

Quality checks are control-specific

The workflow validates evidence against the current control and test objective rather than generic completeness.

03

Owners resolve material gaps

Missing evidence, control exceptions, and unsupported conclusions remain with accountable control and review roles.

Measure whether the work was accepted.

Targets are established against the customer's baseline. These are measurement categories, not performance claims.

  1. 01

    Time to a review-ready evidence package

  2. 02

    Evidence accepted on first review

  3. 03

    Required control coverage completeness

  4. 04

    Material gaps identified before the review deadline

Risk & compliance

Security review preparation

Gather approved evidence, identify gaps, route exceptions, and return a review-ready package.

Risk & compliance

Vendor assessment

Gather third-party evidence, identify gaps, and coordinate security, legal, risk, and business review.

Finance & procurement

Invoice exception resolution

Reconcile records, apply policy, update financial systems, and escalate exceptions that need judgment.

This use case includes an illustrative workflow blueprint. It is not a customer case study or performance claim.

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