Executive Overview

Yili Group · All Regions · Q3 2026 · Last sync 2 min ago
🧠
Press ↵
✦ AI BrainWhy did North China margin drop 2.3% last quarter?
ERPNorth China Q3 revenue: ¥4.2B, inline with forecast.
FINGross margin: 28.1% → 25.8%. Raw material cost up 4.2%.
SCMRaw milk procurement up 6.8%. 3 factories on spot-market.
MESFactory #47 12-day downtime, #52 8-day downtime → forced spot procurement.
CDPPrivate-label dairy rose 3.1% — signal detected 6 weeks before margin impact.
AICDP signal not routed to procurement. Recommendation: auto-route consumer signals.
Root Cause: Factory downtime → spot procurement → cost spike → margin compression. Early warning existed 6 weeks prior.
Revenue YTD
¥94.2B
vs ¥86.9B last year
💰
↑ 8.4% YoY
Gross Margin
25.8%
vs 28.1% last Q
📉
↓ 2.3% QoQ
Stock-out Incidents
142
down from 203
📦
↓ 30% reduction
Active SKUs
487
12 new · 13 delisted
🥛
— 0.2% QoQ
Production vs Demand by Region
Q3Q2YTD
N.ChinaN.EastE.ChinaS.ChinaCentralS.WestN.WestOverseas
Production
Orders
Inventory
Today's Exceptions
AllCritical
🔴
Factory #47 Hohhot — Line 3 Down
Unplanned stoppage 14:20. UHT milk output affected.
N.ChinaUHT Milk14m ago
🟡
SKU D-2041 below safety stock
Organic yogurt 200g — 8 distributors at <2 days cover.
E.ChinaYogurt42m ago
🟡
Raw milk spot price +6.8%
3 factories on spot procurement. Contract delay 11 days.
N.ChinaSCM2h ago
🔵
Plant-base dairy buzz +14% WoW
18-25 segment, tier-1 cities. Product dev signal.
CDP3h ago
🟢
Factory #22 Chengdu — maintenance done early
Planned 48h, completed in 31h. Line 1 resumed 07:15.
S.West5h ago
Supply Chain Health
Today7d
80%
Overall
65%
Capacity
73%
On-time
85%
Forecast
Consumer Segments
Q3Q2
2.19BData Pts
Gen Z (18-25)35%
Young Families28%
Health-Conscious22%
Premium Seekers15%
Regional Performance 8 regions
North China
25.8%
↓ 2.3%
East China
31.2%
↑ 1.4%
South China
29.8%
↑ 0.8%
Northeast
26.1%
↓ 0.9%
Central
30.5%
↑ 0.3%
Southwest
28.9%
↑ 1.1%
Northwest
27.3%
↓ 0.5%
Overseas
32.1%
↑ 2.2%

Supply Chain Control Tower

Yili Group · All Regions · Q3 2026 · Last sync 2 min ago
On-time Delivery
73%
3,000+ distributors
🚚
↓ 1.2% QoQ
Inventory Turnover
8.4x
500+ SKUs tracked
📦
↑ 0.6x YoY
Stock-out Rate
2.9%
down from 4.1%
⚠️
↓ 30% reduction
Forecast Accuracy
85%
AI-driven demand forecasting
🎯
↑ 12pp YoY
Daily Exception Report — SKUs at Risk
Today7d
UHT Milk 1L — Premium
2.1d
Critical
Organic Yogurt 200g
1.8d
Critical
Satine PRO 250ml
3.5d
Warning
Cheese Slices 100g
4.2d
Warning
Milk Powder 900g
6.8d
OK
Yogurt Drink 330ml
7.5d
OK
Active Alerts
AllCritical
🔴
3 factories at risk of stockout (72h)
#47, #52, #61 — combined shortfall ~18%. Spot procurement recommended. Cost premium: ¥2.3M.
MES×SCM1h ago
🟡
North China raw milk spot price +6.8%
Contract renegotiation delayed 11 days. 3 factories affected.
N.ChinaSCM2h ago
🟡
12 distributors — route restructuring needed
South China order patterns shifting to small-batch. Delivery efficiency dropping.
S.China4h ago
🔵
Overseas demand forecast updated
Southeast Asia orders trending +15% next month. Recommend early inventory allocation.
Overseas6h ago
Distributor Order Trends
East China
South China
North China
Regional Inventory Status
North China
2.1d
Critical
Northeast
3.5d
Warning
East China
7.2d
Healthy
South China
6.8d
Healthy
Central
5.4d
OK
Southwest
7.8d
Healthy
Northwest
3.8d
Warning
Overseas
8.2d
Healthy

Factory Operations

81 factories · 3 alerts · Last sync 2 min ago
Active Factories
78
3 in alert state
🏭
— stable
Avg Utilization
87%
target 90%
⚙️
↓ 2pp QoQ
Daily Output
84.2k T
across all lines
📊
↑ 3.1% WoW
Unplanned Downtime
4.2hr
today, 3 factories
⚠️
↑ 1.8hr vs avg
Factory Status — All 81 Sites
AllAlerts OnlyBy Region
FactoryRegionStatusOutput (T/day)UtilizationKey SKUsLast Update
#47 HohhotNorth ChinaDown320 ↓54%UHT Milk, Yogurt14m ago
#52 ShenyangNortheastDegraded580 ↓72%UHT Milk, Cheese8m ago
#61 HarbinNortheastWarning690 ↓78%Milk Powder5m ago
#03 Hohhot HQNorth ChinaRunning1,84097%Full Portfolio1m ago
#08 GuangzhouSouth ChinaRunning1,120 ↑91%UHT Milk, Beverage3m ago
#15 WuhanCentralRunning98088%Yogurt, Cheese6m ago
#22 ChengduSouthwestRunning1,240 ↑96%Yogurt, Beverage2m ago
#31 ShanghaiEast ChinaRunning1,58094%Premium Milk, Yogurt1m ago
#44 NanchangCentralRunning86085%Beverage, Yogurt4m ago
#58 Xi'anNorthwestRunning92089%UHT Milk7m ago

Consumer Insights

2.19B data points · Real-time · Last sync 5 min ago
Data Points
2.19B
purchase + social + reviews
🧬
↑ 340M QoQ
Active Segments
4
Gen Z / Families / Health / Premium
👥
— stable
Trend Signals
7
3 emerging, 4 confirmed
📡
↑ 2 new this week
Concept→Launch
6mo
down from 12mo
🚀
↓ 50% faster
Consumer Segments
2.19BData Pts
Gen Z (18-25)35%
Young Families28%
Health-Conscious22%
Premium Seekers15%
Sentiment Trend (30 days)
Positive Sentiment
Negative Sentiment
✦ Emerging Trend Signals 7 active
Trend

Plant-base dairy alternatives +14% WoW

18-25 segment, tier-1 cities. Social buzz growing. Product development window open.

Source: CDP · Confidence: 87% · 3h ago
Trend

Private-label dairy gaining share in North China

3.1% rise over 6 weeks. Premium SKUs facing pricing pressure. Early warning for margin.

Source: CDP×FIN · Confidence: 87% · 3h ago
Opportunity

Protein-fortified products for Gen Z

Social conversations around "high protein" up 22% MoM. Gap between demand and current SKU coverage.

Source: CDP×R&D · Confidence: 79% · 1d ago
Cross-Domain

South China order pattern shift → last-mile optimization

Distributors shifting from bulk to small-batch. Route restructuring needed for 12 distributors.

Source: SCM×CDP · Confidence: 84% · 6h ago

Anomaly Center

3 active anomalies · Auto-detected by AI Brain
Active Anomalies
3
2 critical, 1 warning
🚨
↑ 2 vs yesterday
Auto-resolved (7d)
14
AI handled, no human action
↑ 23% auto-resolution
Avg Resolution Time
2.4hr
down from 8hr
⏱️
↓ 70% faster
False Positive Rate
3.1%
target <5%
🎯
↓ 0.8pp QoQ
Active Anomalies
🔴
Margin anomaly — North China gross margin dropped 2.3%
Root cause traced: factory downtime → spot procurement → raw material cost spike. CDP early warning signal existed 6 weeks prior but was not routed.
N.ChinaFIN×MES×SCM2h ago
🔴
Supply anomaly — 3 factories at stockout risk (72h)
#47, #52, #61 combined shortfall ~18%. Spot procurement recommended. Cost premium ¥2.3M.
MES×SCM1h ago
🟡
Demand anomaly — South China order pattern shift
Bulk → small-batch transition detected. 12 distributors affected. Route restructuring recommended.
S.ChinaSCM×CDP4h ago

Data Sources

7 connected systems · All healthy
SystemTypeStatusRecordsLast SyncLatency
ERP — SAP S/4HANAEnterprise Resource PlanningConnected1.2B2 min ago1.2s
MES — Factory OperationsManufacturing ExecutionConnected890M1 min ago0.8s
SCM — Supply ChainSupply Chain ManagementConnected560M3 min ago1.5s
CDP — Consumer DataCustomer Data PlatformConnected2.19B5 min ago2.1s
FIN — Financial SystemFinancial ReportingConnected340M8 min ago1.0s
Social — Social ListeningSentiment & TrendsConnected1.8B4 min ago3.2s
CRM — Distributor Network3,000+ distributorsConnected120M6 min ago0.5s