Decisions ready
3
manager approval required
FreshSaver AI
Hybrid AI markdown copilot for independent grocers
Public judge demo Synthetic data
Willow & Pine Market
Protect margin before food becomes waste.
The connected agent predicts sell-through with XGBoost, applies deterministic pricing constraints, and uses Gemini to explain the evidence and prepare the campaign.
Offline fallback preview
1. Predict
XGBoost sell-through ranges
2. Constrain
Price floors and expiry rules
3. Generate
Gemini explanation and email
4. Approve
Owner publishes and notifies
This credential-free page uses synthetic inputs and the labeled deterministic fallback.Open demo owner login for the connected AI workflow
Modeled sell-through
18.6 units
synthetic scenario estimate
Offer redemptions
0
attributed demo events
Campaign sales
₹0
not claimed as incremental
Priority queue