Included scope
Identity, doctrine, AI policy, governance artifacts, reading paths, public crawler, product pages, and response boundaries.
- Public surfaces only.
- No published client data.
- No unmeasured behavioral result.
Excluded scope
Internal methods, calibration, private datasets, confidential prompts, client reports, and decision thresholds remain unpublished.
