Retail AI Operations Transformation
How UAI Labs helped a large UK retailer identify £36M in validated savings potential and build a launch-ready automation programme across Finance, HR, and Supply Chain.
Overview
A large UK retailer partnered with UAI Labs to launch an enterprise-wide automation and AI programme designed to unlock measurable EBITDA improvement.
Using the BEACON™ Framework, UAI Labs identified, validated, and prioritised automation opportunities across Finance, HR, and Supply Chain — delivering a roadmap ready for immediate execution.
The Retail Operations Challenge
Large retail organisations often hold significant automation potential, but opportunities are fragmented across departments, systems, and business units. UAI Labs helped convert scattered opportunities into a prioritised, evidence-led execution roadmap.
Fragmented process visibility
Unclear automation prioritisation
Need for measurable EBITDA impact
Approach
01
Process Discovery
Identified major EBITDA levers through operational diagnostics.
02
Value-Led Prioritisation
Assessed each process for impact, feasibility, and scalability.
03
Delivery Governance
Defined quick wins, ownership, and delivery sequencing.
04
Scalable Execution
Prepared the programme for rollout across functions.
Key Achievements
£36M validated savings potential identified
69 processes mapped and prioritised
£8M Year 1 savings target defined
Programme launch-ready for scalable AI and automation rollout
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