Raven Public Research Report
Qualification Journey (Executive)
The public-safe route from first programme to current evidence release. This executive version keeps the conclusion bounded and highlights what management can use before a pilot.
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.
Executive boundary
This report is not a customer saving claim. It is a public-safe synthesis of internal and synthetic evidence created between the stated dates.
Any customer-specific financial conclusion remains pilot-required until the operator provides a validated dataset and agreed ground truth.
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.