Overview
Implemented a standards-based API platform supporting inventory workflows and audit trails.
Problem / Constraints
- Multi-user updates with inconsistent naming conventions
- Missing lifecycle visibility for critical consumables
- Need for low-friction integration points
Approach
Modeled normalized entities, strict validation schemas, and event-backed state transitions.
Results
Stockout Events
-35%
Media
Lessons / Next Steps
Planning to add forecasting hooks for procurement planning.