The
Overview
Wishtree partnered with a UK mid-sized food distributor to replace reactive procurement and error-prone inventory planning with Agentic AI autonomy.
Problem
Statement
The client was trapped in a cycle of reactive inventory management, where manual processes and rigid automation failed to adapt to market dynamics, resulting in significant financial waste and operational strain:
- Margin Erosion
- Operational Burden
- Brittle Automation
Highlights
Autonomous Procurement & Inventory
Human-Guided AI Collaboration
Intelligent Vendor Negotiations
Automated Compliance & Auditing
MVP live in 6 weeks
Fully scalable AI integration framework
Agentic AI refers to autonomous, goal-driven software agents that act with
limited human input to optimize specific goals like pricing, forecast demand,
and detect fraud in real time.
About Client
A mid-sized UK food distributor specializing in fresh, chilled, and perishable goods, supplying supermarkets, restaurants, and hospitality venues, and managing a complex, high-velocity inventory with stringent food safety and financial compliance requirements
- Stockouts and overstock of perishable SKUs were eroding margins
- Procurement teams were drowning in daily reforecasting and vendor calls
- RPA tools broke down whenever demand or lead times shifted unexpectedly
- Perceives data in real time from ERP, WMS, and supplier APIs
- Plans procurement with predictive demand models and shelf-life optimization
- Acts by issuing purchase orders, scheduling inbound shipments, and renegotiating supplier terms on-the-fly
- Continuously ingests real-time data streams to maintain a complete, current view of inventory, demand, and supply conditions.
- Dynamically plans procurement using predictive demand models that factor in shelf-life, seasonality, and sales velocity.
- Autonomously executes by issuing purchase orders, scheduling inbound shipments, and even initiating data-driven vendor negotiations based on live forecasts.
- Interfaces with human buyers via a chat interface, escalating only true edge cases or exceptions for human review.
Core Features
Predictive Demand & Shelf-Life Optimizer
Compliance-Grade Audit Logging
Autonomous Procurement Agent
Real-Time Multi-Agent Collaboration
Secure ERP/WMS Integration Layer
Impact
- 40% reduction in SLA penalties from delayed deliveries
- 25% lower logistics costs via optimized carrier allocation
- 60% fewer manual interventions by operations teams
- Real-time autonomous exception handling, minimizing disruption impact
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