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Demand Sensing — Enterprise Command Center

Live

Six specialist agents sensing demand across the SKU×DC matrix — signal ingestion, ensemble forecasting, anomaly detection, attribution analysis, inventory reconciliation, and planner AI.

Live platform dataRealized in ledgerProjectedLedger entriesOpen HITL

Active Agents

6

SKU×DC Matrix

340

Signals/Hour

14.2K

WMAPE Accuracy

82.4%

Active Anomalies

47

Planner Adoption

94.2%

MVP 5

Continuous Demand Sensing

live

Real-time forecast deviation, bias detection, attribution, and inventory risk across 8 distribution centers.

Next refresh in 15:00
Critical (>25%)
0
Warning (>15%)
0
Biased SKU×DC
0
Stockout Risk
0
Bloat Risk
0

SKU × DC Deviation Heatmap

14-day rolling forecast deviation · click any cell to focus the agent

≤8% 8–15% 15–25% >25%
SKU

Planner Co-pilot

Ask why something is flagged or run “what-if” overrides

Hi planner — I monitor demand signals across all 8 DCs every 15 minutes. Click a heatmap cell or ask me "why is SKU X flagged?" / "what if I override forecast +15% in SE?".
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MVP5 Agent Status Stream
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