Slotting Optimization AI Module

Intelligent zone placement recommendations and reorganization planning.

Features

• Velocity-based zone suggestions (picks per day)
• Turnover analysis (outbound rate)
• Zone utilization heatmap
• Reorganization plan recommendations
• Movement cost calculations
• Learning profile aggregation (weekly)
• Heuristic-based (no external AI required)
• Read-only recommendations (no auto-moves)

Permissions

• Admin: Full access to recommendations
• Worker: Read-only access
• Driver: No access

Key Functions

• suggestOptimalZone(item): Compute optimal zone for item
• suggestReorganizationPlan(): Get reorganization recommendations
• heatmapAnalysis(zones): Compute zone heat values
• computeMovementCost(fromZone, toZone): Calculate movement cost
• updateLearningProfile(): Weekly aggregation of performance data

Integration

• Inventory: Analyzes inventory velocity
• Pick & Pack: Analyzes pick frequency
• Floor Plan: Visualizes recommendations on map