PLAYBOOK · MANUFACTURING
A quality copilot that speaks MES, ERP, and SOPs.
When a quality event fires on the line, the answer lives in three places: MES sensor history, ERP batch data, and a binder of SOPs. This playbook wires all three into one VDF AI Network and recommends corrective actions in seconds.
The problem
Tribal knowledge slows root cause
The senior process engineer "knows" what to check. New hires don't. By the time a quality event is triaged, the batch is gone.
The VDF AI approach
Codify tribal knowledge as agents and SOP RAG
MES and ERP become Custom HTTP tools. SOPs go into pgvector. A Quality Copilot Network correlates them and emits a ranked list of likely causes plus corrective actions.
REFERENCE ARCHITECTURE
Signals + SOPs = corrective action
MES alarm · SPC excursion
Custom HTTP
PLAYBOOK · STEP BY STEP
Wire the shop floor to the model
Wrap MES & ERP endpoints
Batch lookup, SPC reads, recipe data — each becomes a typed Custom HTTP tool.
Vectorize SOPs, CAPAs, and prior excursions
VDF Data ingests PDFs and historical event archives into a per-line pgvector index.
Author the Quality Copilot agents
Signal Correlator, Root-Cause Reasoner, Action Planner — each with a tight system prompt and audit-friendly output.
Bind into one Network
Intent template investigate-event drives the flow.
Operate at line speed
Real-time execution monitoring shows every retrieval and tool call. SEEMR keeps cost predictable.
OUTCOMES
Faster fixes, captured knowledge
time to first corrective action on quality events.
SOP citation coverage in CAPA records.
process data leaves your network.
SEEMR REFERENCE
Routing by event severity
Critical excursions reach your high-capability model; routine variance gets small models. SEEMR updates the cut every shift.
GET IN TOUCH
You Have Questions
Tell us what you’re trying to achieve—governed AI Networks, enterprise RAG, deep integrations, or on‑premise deployment. We’ll help you map the right architecture, security posture, and rollout path. If you’re moving beyond AI pilots and need scalable, auditable execution, reach out—our team is ready to help.