Architecture for the Industrial Data Mesh.
We design industrial data architectures that decouple plant, asset, and MES silos into governed data products. We blueprint the domain-driven manufacturing mesh required for 2026-scale OEE and digital twins.
Fragmented Silos
Legacy Manufacturing & Logistics systems and disconnected feeds.
OT/IT Domain Mapping
Twin-Centric Data Design
Production Reality
Industrial Domain Mesh
Industrial Domain Mesh
Plant/Asset Data Products
Governed Industrial Fabrics
Industry-Specific Friction Points
MES & ERP Fragmentation
Manufacturing data is split between plant-level MES and corporate ERP, creating a massive gap in operational visibility.
Asset Identity Drift
Assets are identified differently in SCADA, EAM, and finance systems, preventing a unified view of asset health and cost.
Local Optimization Silos
Plants optimize their own data without a global architecture, leading to inconsistent OEE and supply chain reporting.
How the Manufacturing & Logistics system talk to each other
This technical flow diagram reveals how Unolabs treats Manufacturing & Logistics data to deliver governed, production-ready outputs.
Source Layer
OT/IT Audit
Auditing plant-floor MES/SCADA silos against corporate ERP and logistics domains.
Industry Logic
Asset Decoupling
Separating physical asset telemetry from transactional business processes into bounded contexts.
Twin Blueprinting
Designing the verifiable digital twin architecture for plant-level data products.
Activation
Factory Mesh
Architecting the unified data operating system for global plant-level synchronization.
How the work is engineered for Manufacturing & Logistics
OT/IT Domain Mapping
We map plant-floor and corporate silos into governed domains like Asset, Production, and Quality.
Twin-Centric Data Design
We design certified data products that link physical asset telemetry with semantic digital twins.
Industrial Mesh Governance
We implement the federated governance required to manage industrial data products across global plants.
Interested in the full industry blueprint?
We have deeper technical documentation for Data Architecture for Manufacturing & Logistics in the Manufacturing & Logistics sector.