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Audit Trail Blueprint

Audit Trail Blueprint — In 10 business days, get an audit trail design for your agent workflows: lineage IDs, logging schema, observability metrics, and evaluation plan.

In 10 business days, get a practical audit trail design for your agent workflows: provenance IDs, logging schema, observability metrics, and an evaluation plan — so outputs are replayable, explainable, and reviewable.

Who it’s for

  • You ship agent workflows into regulated or high-stakes domains.
  • You need to explain outputs to reviewers (compliance, legal, security, customers).
  • Your workflows fail in production (timeouts, partial JSON, brittle retries, untraceable retrieval).

Deliverables

  1. Audit log schema (events + IDs + parents + hashes)
  2. Provenance model (what gets an ID, when, why)
  3. Observability spec (metrics + alerts + dashboards)
  4. Evaluation plan (goldens + regression suite + drift checks)
  5. Reference architecture + backlog (sequenced implementation plan)

Process (10 business days)

  1. Day 1–2: workflow walkthrough + sample artifact review
  2. Day 3–5: audit log + provenance schema + draft architecture
  3. Day 6–8: observability + evaluation plan + governance checks
  4. Day 9–10: delivery + handoff session + next-sprint plan

What this is (and isn’t)

  • This is not “AI governance theory.” It’s a build-ready blueprint with schemas and backlog.
  • This is not a vague “agent strategy deck.” It’s operational design you can implement.

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