Odyssey Foundation Model Foundry
Storefront foundation model
Storefront foundation model represented as a sheaf cover with local logics and gluing diagnostics.
tabular_predictive_state
Sales and demand
- demand_is_risingPLAUSIBLE
- demand_is_spikyPLAUSIBLE
- promotion_is_workingPLAUSIBLE
tabular_predictive_state
Inventory flow
- shelf_is_understockedSUPPORTED
- reorder_is_duePLAUSIBLE
- supplier_delay_risk_is_highPLAUSIBLE
schedule_state_model
Staffing capacity
- shift_is_understaffedSUPPORTED
- checkout_delay_risk_is_highPLAUSIBLE
- employee_availability_is_tightPLAUSIBLE
margin_state_model
Pricing and margin
- promotion_is_margin_safeWEAK
- discount_is_too_deepBOTTOM
- margin_leakage_is_risingPLAUSIBLE
event_trace_state_model
Customer experience
- wait_time_is_highPLAUSIBLE
- stockout_complaints_are_risingPLAUSIBLE
- customer_satisfaction_is_at_riskPLAUSIBLE
Gluing audit
| Overlap | Contexts | Status | Decision surface |
|---|---|---|---|
| demand_inventory | sales_demand / inventory_flow | glues | reorder_inventory |
| demand_staffing | sales_demand / staffing_capacity | glues | adjust_staffing |
| pricing_customer | pricing_margin / customer_experience | obstructs | change_promotion |
| inventory_customer | inventory_flow / customer_experience | glues | service_recovery |
Most storefront contexts cohere. 1 overlap needs more evidence before its decision should be trusted.
Sheaf integration layer
This demo uses one generated sheaf cover.
| Bridge | Left contexts | Right contexts | Status | Decision |
|---|
Update status
- Mode
- autonomous_with_user_request
- State
- validation_required
- Cadence
- hourly operational refresh
- Latest signal
- new sales, staffing, inventory, and customer-experience traces
- Next update
- refresh demand/inventory overlap after the next sales window