Raven Public Case Study
CASE 001 - Low Volume, High Impact / SCN-007
A full public-safe case study built from Raven internal/synthetic evidence and preserved engineering lessons.
Case structure
Problem
A low-volume condition was not safe to treat as low priority because consequence and timing changed the decision boundary.
First decision
The first decision path underweighted business criticality and required preserved failure analysis.
Repair
V2 preserves the scenario as evidence and requires the decision packet to expose consequence, uncertainty and human review.
Lesson learned
Low occurrence is not a defensible proxy for low operational impact.
Public-safe disclosure
This case study describes engineering evidence and decision boundaries. It does not disclose MTZ mechanics, private implementation rules or customer data.
Customer-specific savings, SLA impact and operational baseline require pilot validation.
Lessons learned
Before the test Raven assumed a bounded decision could be produced from visible evidence.
The data showed where confidence, consequence or replay freeze rules needed sharper separation.
The architecture response is preserved as a testable requirement rather than a marketing claim.