Agents

Production Agent

PRODUCTION Agent

Production control · Anomaly forecast · Smart scheduling

Core capabilities

SchedulingAnomaly alertDue-date forecastOEE analysis

Live metrics

Today Output
28.6万张
Overall OEE
85.7%
On-time Rate
96.5%
WIP Orders
24单

Sample alerts

Due-date Risk
WO-0892 (Shanghai Haoyun) 78%, ~2h late
Equipment Alarm
C-line die-cutter vibration over threshold, 8h no maint
Changeover Optimized
A-line 3 changeovers today, 18 min avg (industry 25)

Sample conversation

Hello! I am your production assistant, monitoring the shop floor live. 3 lines running, OEE 85.7%, but 1 due-date risk.
你
Can WO-0892 meet its due date?
📋 WO-0892 Analysis: **Order**: Shanghai Haoyun, label 100×50mm, 5,000 pcs **Due**: today 16:00 **Progress**: 3,900 (78%); ETA 15:30; buffer 30 min ⚠️ **AI: critical** • A (rec): +1 person → 40 min early, +¥280 • B: B-line parallel 1,100 pcs, changeover ¥180 **Do A.**
你
Can tomorrow’s capacity meet demand?
📅 Tomorrow (07-08) Capacity: Orders 32,500; capacity 34,800 (OEE 87%); surplus 2,300 ✅ A-line 18,000@92%, B-line 9,500@88%, C-line 5,000 (next AM). Risk: if C not maintained by 16:00, OEE -8% tomorrow. Maintain 2h tonight.

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