THe LIFE OF PI

Procurement & Sourcing

Predictive analytics to determine optimal order quantities/timing.

Supplier scoring (reliability, cost, ESG compliance).


Dynamic slotting (AI assigns storage locations based on demand frequency, size, expiry).

Storage & Inventory Control

Real-time stock tracking with Barcode/QR codes.

Demand-aware replenishment (prevents over/under-stocking).

Anomaly detection (theft, misplacement, spoilage).

Order Processing & Fulfillment

Smart order routing (prioritizes cheapest/fastest fulfillment path).

Automated pick/pack optimization (reduces warehouse travel time).

Backorder prediction with substitute recommendations.

Shipping & Logistics

Carrier selection based on cost, speed, and carbon footprint.

Dynamic ETAs using traffic/weather data.

Fraud detection in shipping addresses.

Returns & Reverse Logistics

Automated return approval/denial (checks fraud patterns).

Restocking vs. liquidation decisions (based on item condition, demand).

Root-cause analysis for frequent returns (e.g., defective batches).

Obsolescence & Liquidation

Identifies dead stock early and triggers discounts/donations.

Sustainability analytics (recycling vs. landfill impact).

Recommends liquidation channels (auctions, B2B marketplaces).

Key AI Benefits Across the Life Cycle

Reduced Costs: Minimizes excess stock, storage waste, and expedited shipping.

Increased Accuracy: Eliminates manual errors in tracking/forecasting.

Agility: Adapts to supply chain disruptions in real time.