Production, Quality and IE agents watch every line, every shift. They isolate the exact operator, the exact defect, the exact method correction — and tell your supervisor what to do, before the shift compounds into rework.
Most factories find out about delays, defects and efficiency drops when it's too late to act. The action layer changes that — agents watch in real time and escalate at the first sign of drift.
By the time supervisors notice an FPY dip, half a shift's worth of rework is already on the floor. Root cause arrives a day too late.
SAM variance on a single operation can quietly cost $27K a year. Without continuous tracking, no one notices until quarter end.
Supervisors chase the wrong operator because learning curves look like underperformance. The actual bottleneck stays unfixed.
Click any agent below to play its live scenario.
Distinguishes learning curves from real underperformance. Surfaces the actual bottleneck.
Names the operator, identifies the root cause, tells you what to do.
SAM vs. actual every hour. Cost of every deviation, down to operator motion.
The Action Layer sits on top of Solvei8's existing MES platform (Tracki8, Maintaini8) and pulls real-time signals from 35,000+ connected machines. The same VDM data spine that powers Command also powers Action.
Machine output, operator scans, maintenance tickets, training records — flowing through the MES into the VDM layer in real time.
Each agent runs on rolling hourly windows. SAM, FPY and throughput are evaluated against targets, learning curves and historical baselines.
When a threshold is crossed, the agent generates a structured explanation, identifies the corrective action, and projects the recovery curve.
Supervisors, line leaders and IE engineers receive only the alerts that match their role — and only when action is still possible.
Same unified interface as the Command Layer. Drill into any alert, ask follow-up questions, or approve recommended actions inline.
Supervisor decisions and outcomes feed back into the agent — improving recommendation accuracy and reducing false escalations over time.