Early Error Detection — a centralized experience that surfaces MAP-to-KOO issues before they block PO creation, when action is still possible.
Integrated Escalation — direct ServiceNow ticket submission from the error state, with context auto-attached to reduce handoffs and ambiguity.
The solution focused on pilot reliability rather than completeness, optimizing for confidence before scale.