Raven Public Research Report
Qualification Journey (Technical)
The public-safe route from first programme to current evidence release. This technical version exposes the evidence mechanics, replay boundary and test lineage.
What this report shows
V&V
Formal V&V created the first traceability and boundary checks.
Runtime qualification
Component honesty separated real execution from synthetic adapters, fixtures and contract-only surfaces.
Evidence release
Public release exposes what is internally reproducible and what still requires external validation.
Technical boundary
The technical version preserves source identifiers, test families and limitations without exposing private implementation paths.
Engineers should treat the numbers as internally reproducible counts from local artifacts, not as external validation.
Required customer validation
A customer pilot must provide incident history, topology context, ticket or dispatch evidence, decision timestamps and a mutually accepted ground-truth method.
Raven should prefer UNKNOWN or HUMAN_REVIEW_REQUIRED when those inputs are missing or contradictory.