TrueSpec consolidated raw material order visibility into a shared lifecycle workflow. The system surfaced timeline changes, vendor price shifts, missing or extra orders, and warehouse utilization risks.
The Coordination Problem
Raw material planning creates risk when order status lives across scattered documents, vendors, and stakeholder updates. Missing orders, extra orders, timeline changes, and pricing shifts can become expensive if they are noticed too late.
The system’s role was to bring those signals into a single operational view and make anomalies easier to detect before they turned into production blockers.
What I Worked On
- Built lifecycle monitoring and anomaly detection for raw material planning.
- Consolidated stakeholder-facing order status and operational risk signals.
- Detected vendor price shifts, missing or extra orders, and warehouse utilization risks.
Durable Shape
The strongest shape was a shared lifecycle model. Once the system knew where an order should be, what changed, and who needed the update, the interface could focus on judgment instead of manual reconciliation.