A Domain-Driven Data Mesh for Omnichannel Retail.
We design retail data architectures that decouple product, customer, and store silos into governed data products. We blueprint the domain-driven retail mesh required for 2026-scale personalization and supply chain agility.
Fragmented Silos
Legacy Retail & CPG systems and disconnected feeds.
Retail Domain Mapping
SKU-Centric Data Design
Production Reality
Retail Domain Mesh
Retail Domain Mesh
Product/Customer Golden Records
Governed Retail Data Products
Industry-Specific Friction Points
Monolithic Data Silos
Retail data is trapped in monolithic ERP and CRM systems, making it slow and expensive to share across departments.
Duplicate Truths
Product and customer definitions vary across regions and channels, leading to inconsistent analytics and poor customer experiences.
Architecture Bottlenecks
Central data teams cannot keep up with the demand for new retail data products, slowing down innovation and AI adoption.
How the Retail & CPG system talk to each other
This technical flow diagram reveals how Unolabs treats Retail & CPG data to deliver governed, production-ready outputs.
Source Layer
Domain Audit
Mapping legacy ERP and eCommerce silos into high-fidelity retail domain boundaries.
Industry Logic
Decoupling Logic
Breaking monolithic retail estates into independent, governed bounded contexts.
Product Blueprint
Designing certified retail data products with enforceable quality and delivery contracts.
Activation
Mesh Enablement
Architecting the federated governance model for omnichannel retail data products.
How the work is engineered for Retail & CPG
Retail Domain Mapping
We map omnichannel silos into governed domains like SKU, Store, Shopper, and Order.
SKU-Centric Data Design
We design certified data products that unify product signals across ERP, PIM, and digital feeds.
Omnichannel Mesh Governance
We implement the federated governance required to manage retail data products across distributed teams.
Interested in the full industry blueprint?
We have deeper technical documentation for Data Architecture for Retail & CPG in the Retail & CPG sector.