Industries — Manufacturing
Agents on the shop floor, not just in the planning office.
NEXZEN runs production planning, MRP, quality and maintenance as one operational fabric. FORGE agents watch every order, machine and material — releasing schedules, expediting shortages and closing non-conformances before the line stops or the shipment slips.
What cannot go wrong
Manufacturing lives and dies by promises kept — due dates, specs, uptime — and these are the failures no plant can afford.
- /01
Unplanned downtime that idles lines and breaks delivery promises
- /02
Stockouts and material shortages discovered mid-run
- /03
Quality escapes caught by the customer, not the plant
- /04
Supplier slips that cascade through every downstream schedule
What NEXZEN agents run here
/01 — PRODUCTION SCHEDULING
Agents re-plan the line the moment reality shifts
When a machine goes down, a lot fails or a supplier slips, agents re-sequence orders against real capacity and material availability, release the new schedule to the floor, and report what changed and why — with planners approving the exceptions.
/02 — MRP & INVENTORY
Agents expedite shortages before they stop the line
Agents run MRP continuously against live consumption, not last night's batch run. They score supplier OTIF as receipts land, fire expedites on at-risk materials and rebalance stock across plants — escalating to buyers only when a decision needs human judgment.
/03 — QUALITY & NON-CONFORMANCE
Agents contain non-conformance before it ships
Every lot, machine and inspection lives in MATRIX, the semantic graph of the plant. When a reading drifts out of spec, agents trace affected lots, quarantine inventory, open the NCR and route disposition to quality engineers for sign-off.
/04 — PREDICTIVE MAINTENANCE
Agents schedule the repair before the breakdown
Agents read MES and SCADA signals for the drift that precedes failure, open the work order, reserve parts and book the intervention in the production plan's quietest window — and report the downtime that never happened.
The platforms behind it
What changes
- Schedules that hold because they are re-planned the moment conditions change
- Downtime handled before it happens, not reconstructed in the morning meeting
- Quality problems contained at the lot, not discovered at the customer
- Planners and buyers commanding exceptions instead of chasing spreadsheets across systems