The Playbook
The Verification Loop
The four steps of the playbook and the six stages inside them: what each one does, and which of them write back to your sources.
Four steps around one knowledge base: ingest sources, check model answers against them, draft content for the gaps, then publish and re-measure. Steps 1 and 2 write to the knowledge base, so its sources are corrected each lap.
- Build the Context LayerGround agents in your own sources
- Evaluate & RemediateCompare model answers with your sources
- Generate & VerifyDraft from your sources, then verify it
- Publish & ObservePublish it, then measure what changed
Produces a Verified Source, and a measurement of what changed after publishing it.
The six stages
| Step | Stage | What it does | |
|---|---|---|---|
| Build the Context Layer | 01 | Ingest | Populate the knowledge base, brand kit and product catalog. |
| Evaluate & Remediate | 02 | Evaluate | Surface the claims worth checking, and check them. |
| 03 | Remediate | You resolve each one at its source. | |
| Generate & Verify | 04 | Verify | Draft against a gap, then check every claim in it. |
| Publish & Observe | 05 | Publish | Ship it where agents will read it. |
| 06 | Re-observe | Read the same numbers again, and compare. | |