Case Study #2
Smart Cost Intelligence Layer
Policy-based analytics architecture that absorbs rule changes without interrupting operations.
Executive Summary
- Separated ingestion, rule application, and decision layers.
- Introduced rule catalog, version control, and replay validation.
- Reduced report rework by decoupling logic from front-end visuals.
- Enabled controlled rule activation with rollback readiness.
- Improved management trust through traceable change history.
Deliverables
- Rule dictionary and approval lifecycle.
- Semantic model contracts for stable reporting.
- Change validation templates with historical replay.
- Operational exception queues by owner role.
- Release checklist and rollback procedure.
- Governance dashboard for active rule status.