Forecast & Sense Demand
Demand Intelligence Agent
82% forecast accuracy (1–2 week horizon)
Sense omnichannel demand within minutes, not days.
Streams POS, e-commerce, marketing, and external signals into rolling demand curves that planners can approve inside the semantic blackboard.
Key Capabilities
- Real-time demand sensing across stores, channels, and customer segments.
- Vector embeddings for weather, events, and campaigns to explain demand shocks.
- Probabilistic demand classification powering promotion and allocation decisions.
- What-if simulations to stress test buys before they hit the balance sheet.
Proven Performance
3.1pp
Gross margin lift on the pilot assortment.
32%
Fewer stockouts on the top 200 styles during flagship pilot.
7 weeks
Time to stabilize the autonomous replenishment loop.
Seamless Integrations
Works with your existing systems
POS & e-commerce feeds
Marketing analytics platforms
Weather, events, and macro data