Raven Public Research Report
Evidence Quality (Executive)
Why one hundred alerts are not one hundred pieces of evidence. This executive version keeps the conclusion bounded and highlights what management can use before a pilot.
What this report shows
Source independence
Duplicate alert roots can inflate confidence. The library treats duplicate roots as weaker than independent evidence families.
Lineage
Every promoted research statement must preserve source lineage, counterarguments and unknowns.
Confidence
Confidence is bounded by evidence independence, not by the number of dashboards or alerts.
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.