Multi-site manufacturing network · India
Agentic Operations Coordination for a Manufacturing Network
A human-controlled agent blueprint to investigate production exceptions and coordinate approved actions across ERP and maintenance systems.
Anonymized architecture blueprint. No client or personal identity is disclosed. Figures are success targets—not published claims of achieved client performance—and require engagement-level validation before external attribution.
01 · Problem
The operating constraint
Plant teams spend significant time reconciling alerts, work orders, inventory exceptions, and production plans across systems. Existing rules cannot assemble context for complex exceptions.
02 · Solution
The control-plane design
Specialized agents retrieve controlled data, build an evidence pack, recommend a resolution, and request approval before changing enterprise systems.
03 · Architecture
Signal-to-action flow
- Stream ERP, maintenance, and production events
- Classify operational exceptions
- Retrieve role-authorized evidence
- Generate a cited plan with confidence
- Request approval before reversible tool action
Mermaid.js source
graph LR
A[ERP + Plant Events] --> B[Exception Router]
B --> C[Evidence Agent]
C --> D[Planning Agent]
D --> E[Policy + Evaluation]
E --> F{Operator Approval}
F --> G[Reversible Tool Action]04 · Impact
Measure the decision, not the demo.
Baseline operational cost, decision latency, reliability, override behavior, business lift, and risk events before deployment. Report exceptions and uncertainty alongside headline outcomes.
Related Silvrix AI capability ↗Executive working session
Define the AI system worth building.
Map the decision, economics, data, controls, and implementation path in a focused strategy conversation.