OPEN APPLICATION · 04

Menu Planner
Built around constraints.

This direction tests Willow beyond analysis reports, using it for recommendations constrained by knowledge, with dishes, ingredients, inventory, cost, nutrition, allergens and preferences as inputs.

Discuss the recommendation application direction

Canteen Menu Recommendations workspace — Willow · Canteen Menu RecommendationsIllustrative product interface

CONSTRAINTS

Define the boundaries first

Data contracts and knowledge rules for nutrition, allergens, budget, inventory and preferences need to be defined in the application design.

RECOMMENDATIONS

Offer explainable candidates

Menu or recipe candidates should explain the constraints they meet, their costs and what can be adjusted, rather than providing untraceable answers.

VERIFICATION

Feed operating results back into the loop

Feedback, satisfaction, waste, cost and health objectives are directions for a subsequent verification loop; specific capabilities await confirmation through detailed design.

Respect budget, inventory and real operating preferences.

Menu recommendations must reflect budget, stock, nutrition and preference constraints. Confirm constraints, compare explainable candidate menus, obtain human approval and retain operating feedback. Direction confirmed; detailed design pending. Confirm constraints, data access and implementation scope.

Conditions for getting started

Direction confirmed / Detailed design pending · Direction confirmed; detailed design pending. Confirm constraints, data access and implementation scope.

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Menu PlannerBuilt around constraints.