UC-046
Unified Retail Knowledge Graph
A single queryable graph linking stores, SKUs, suppliers, distribution centres, trucks, routes and customers into one shared layer.
22-36Build Duration
8-26xIndicative ROI
The Challenge
Data sits in siloed systems, so every analysis needs custom pipelines. Each new AI solution then rebuilds the same integration plumbing from scratch.
How It Works
- Builds a graph database with ~11 entity types and typed relationships across the business.
- Has each solution read from and write back to the graph so outputs compound.
- Stands it up during the ERP rollout window, when integration is far cheaper.
What It Removes
- Custom data pipelines built for every analysis
- Rebuilding the same integrations per solution
- Insights trapped inside a single source system
Input Data RequirementsStore, SKU, supplier, distribution centre, fleet, route and customer systems; ERP rollout programme
Output FormatQueryable knowledge graph shared by every solution, with write-back of their outputs
“The next project starts with the data already connected instead of another integration build.”