AI · Production Planning
Autonomous Production Scheduler
Continuous reoptimization across orders, materials, machines and labor with what-if simulation.
Optimizing
Orders Scheduled
1,284
next 7 days
AI Reoptimizations
412
today · auto-applied 388
Throughput Gain
+8.4%
vs static plan
Conflict Resolution
2.1s
avg solve time
Production Timeline · Next 16h
Drag to reschedule · AI suggests rebalance
Line
8:00
9:00
10:00
11:00
12:00
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LINE A
B-8841
Modular Drawer 600mm
B-8842
Cabinet Shutter Oak
LINE B
B-8843
Hinged Door 18mm
B-8844
Drawer Front Walnut
LINE C
B-8845
Side Panel 720
LINE D
B-8846
Shelf Pack 12-Set
B-8847
Backsplash Composite
Line Balancing · Optimization Curve
Throughput vs WIP · simulation runs
AI Recommendations
Auto-applied with operator review
REBALANCE+RM 2.1L
Shift B-8845 from Line C → Line A · +6% throughput
PRE-BUILDRisk -42%
Pre-build 240 units of SKU H-2204 for surge
SETUP+58min uptime
Cluster oak SKUs to Line B · -38min setup time
ENERGY-312 kWh
Defer paint cycle to 02:00 · off-peak tariff
What-If Simulation
Impact preview · 3 scenarios
Add 2nd Shift to Line C
+18% throughput · +RM 4.2M/mo · Risk LOW
preview
Outsource veneer prep
+9% throughput · -RM 1.1M margin · Risk MED
preview
Defer 4% backlog
Stable load · -2.1% OTD · Risk LOW
preview