AI Use-Case Prioritization Canvas for Restaurants (Interactive)

{ "Title": "AI Use-Case Prioritization Canvas for Restaurants", "IntroductionHtml": "

Use this canvas to quickly evaluate AI experiment opportunities and decide which pilots to run first. Complete each field honestly — the form captures both qualitative context and simple numeric scores so you can compare ideas consistently.

Example use-cases: demand forecasting, smart scheduling, waste flagging, menu personalization, delivery routing, automated QA/food-quality alerts.

Scoring guidance

Score each scale 1 (low) to 5 (high). Suggested priority formula (manual): Priority = (ValueImpact * 3) + (TechnicalFeasibility * 2) + (DataReadiness * 1) - (RegulatoryRisk * 2) - (ImplementationComplexity * 1). Use the "Calculated priority" field to paste your result or enter a final priority 0–100 in "Suggested priority".

", "SubmitLabel": "Save this use-case", "SuccessMessage": "Use-case saved. Repeat for other opportunities to build a ranked list you can act on.", "DataType": "AIUseCasePrioritizationV1", "SchemaVersion": 1, "Fields": [ { "Key": "title", "FieldType": "text", "Label": "Use-case title (brief)", "HelpText": "Give this use-case a short name, e.g. 'Weekly demand forecast for lunch'", "Required": true }, { "Key": "problem_statement", "FieldType": "textarea", "Label": "Problem statement / Opportunity", "HelpText": "Describe the operational problem, waste, or guest need this use-case addresses.", "Required": true }, { "Key": "expected_benefit_type", "FieldType": "select", "Label": "Primary expected benefit", "HelpText": "Choose the main type of value this use-case would deliver.", "Required": true, "Options": [ { "Value": "revenue", "Label": "Increase revenue" }, { "Value": "cost_reduction", "Label": "Reduce costs" }, { "Value": "waste_reduction", "Label": "Reduce food/waste" }, { "Value": "service_quality", "Label": "Improve guest experience / quality" }, { "Value": "compliance_safety", "Label": "Compliance / safety" }, { "Value": "other", "Label": "Other" } ] }, { "Key": "expected_benefit_estimate", "FieldType": "number", "Label": "Expected benefit (estimate)", "HelpText": "Enter a monthly $ impact or % improvement you expect (optional but useful for prioritization).", "Required": false }, { "Key": "value_impact", "FieldType": "scale", "Label": "Value impact (1-5)", "HelpText": "How much business value would success deliver? 1 = negligible, 5 = transformational", "Required": true }, { "Key": "data_requirements", "FieldType": "textarea", "Label": "Data requirements (what data is needed?)", "HelpText": "List the key data sources needed (POS sales, inventory, labor, sensors, guest profiles, delivery logs, etc.).", "Required": true }, { "Key": "data_readiness", "FieldType": "scale", "Label": "Data readiness (1-5)", "HelpText": "Is the data available, clean, and accessible? 1 = not available, 5 = ready to use", "Required": true }, { "Key": "technical_feasibility", "FieldType": "scale", "Label": "Technical feasibility (1-5)", "HelpText": "How straightforward is it to build and run an initial model or automation? 1 = very hard, 5 = straightforward", "Required": true }, { "Key": "implementation_complexity", "FieldType": "scale", "Label": "Implementation complexity (1-5)", "HelpText": "How complex is implementation and integration? 1 = simple pilot, 5 = enterprise-grade integration", "Required": true }, { "Key": "implementation_estimate_weeks", "FieldType": "number", "Label": "Estimated time for a quick pilot (weeks)", "HelpText": "Rough estimate of how long a minimum viable pilot would take.", "Required": false }, { "Key": "regulatory_guest_risk", "FieldType": "scale", "Label": "Regulatory / guest risk (1-5)", "HelpText": "Could this change affect guest safety, privacy, allergens, or regulatory compliance? 1 = low risk, 5 = high risk", "Required": true }, { "Key": "sample_vendors", "FieldType": "textarea", "Label": "Sample vendors / tech options", "HelpText": "List vendors, SaaS tools, or in-house capabilities you could use for a pilot (optional).", "Required": false }, { "Key": "quick_pilot_plan", "FieldType": "textarea", "Label": "Quick pilot plan (what would you test?)", "HelpText": "Describe the smallest practical experiment, where it would run, who would run it, and how long it would last.", "Required": true }, { "Key": "success_criteria", "FieldType": "textarea", "Label": "Success criteria (how will you know the pilot worked?)", "HelpText": "Be specific: measurable KPIs, target % improvement, error thresholds, financial thresholds, or guest metrics.", "Required": true }, { "Key": "estimated_cost", "FieldType": "number", "Label": "Estimated pilot cost (one-time or monthly)", "HelpText": "Rough budget estimate to run the pilot.", "Required": false }, { "Key": "stakeholders", "FieldType": "text", "Label": "Key stakeholders / owners", "HelpText": "Who needs to be involved or will own the pilot?", "Required": false }, { "Key": "calculated_priority_manual", "FieldType": "text", "Label": "Calculated priority (paste formula result)", "HelpText": "Use the scoring guidance above to calculate a numeric priority and paste it here. This makes comparison across ideas easy.", "Required": false }, { "Key": "suggested_priority", "FieldType": "number", "Label": "Suggested priority (0-100)", "HelpText": "Enter the final priority score you assign (optional). Higher = act sooner.", "Required": false }, { "Key": "next_step", "FieldType": "select", "Label": "Recommended next step", "HelpText": "Choose the most appropriate immediate action.", "Required": true, "Options": [ { "Value": "pilot_now", "Label": "Run a quick pilot" }, { "Value": "research", "Label": "Do more discovery / data assessment" }, { "Value": "build_foundation", "Label": "Fix data or process first" }, { "Value": "deprioritize", "Label": "Deprioritize for now" } ] }, { "Key": "notes", "FieldType": "textarea", "Label": "Additional notes", "HelpText": "Anything else to capture (risks, dependencies, link to docs).", "Required": false } ] }