AI monitoring 81 plants · 500+ SKUs · 3,000+ distributors in real time
At-risk SKUs
12
↓ 3 vs yesterday
OTIF delivery
96.2%
↑ 1.4% WoW
Overstocked regions
4
⚠ North +2
Inventory days
34.8
Target ≤ 36 days
Exception alerts · AI generated
- SKU "Whole Milk 1L" stockout risk — East2m ago2.1 days cover · demand +18% · suggest transfer 8,000 units from South
- Distributor #3012 order delayed — 3 days overdue8m agoPO-2407-8912 · 12,500 units · Hohhot plant · transport bottleneck detected
- North region overstock alert — 4 areas15m agoBeijing +22%, Tianjin +15%, Shijiazhuang +18%, Taiyuan +11% over 45-day threshold
- Yogurt batch recall risk — Line #722m agoQuality deviation detected · 3 batches affected · awaiting QA confirmation
Regional inventory
- NorthOverstock48.3d
- EastAt risk8.1d
- SouthHealthy28.5d
- SouthwestHealthy31.2d
- NorthwestWatch38.7d
- Overseas (NZ)Healthy24.1d
Top 5 at-risk SKUs
| SKU | Region | Cover (d) | Status |
|---|---|---|---|
| Whole Milk 1L | East | 2.1 | Critical |
| Yogurt 250ml | North | 4.8 | Low |
| Cheese Slices | South | 5.2 | Low |
| UHT Milk 250ml | East | 6.7 | Low |
| Ice Cream Cup | Southwest | 9.3 | Normal |
Plant utilization (Top 6)
92%
Hohhot
88%
Tianjin
85%
Wuhan
79%
Guangzhou
76%
Chengdu
71%
West Farm
Consumer sentiment shifts
Last 7 days · 2.19B data points
- Infant formula trust+8.2%
- Low-fat milk preference+12.5%
- Cheese acceptance+4.1%
- Premium ice cream-6.8%
- Flavored milk (Gen-Z)+15.3%
AI insight: "Low-fat + functional dairy" is rising across all age groups — recommend accelerating the UHT low-fat line.
Cross-domain causal analysis
AI traces causal chains across ERP · MES · SCM · CDP simultaneously
Query: "Why did North gross margin fall 2.3% last quarter?"
① Raw milk cost
Feed +12% → milk price +8.3%
② Logistics
Q1 cold-chain fuel +15%
③ Discount pressure
Rival promos → ASP -5%
✓ Root cause
68% cost · 22% logistics · 10% pricing