Data & Integration Layer
Turn fragmented project data into a single knowledge ecosystem for AI.
Most firms operate in silos: BIM, ERP, PLM, and document systems donโt talk to each other. AI built on fragmented data is unreliable.
We unify data through RAG pipelines and integrations, making information accessible and actionable.
Typical Outputs (examples)
- RAG Pipelines (โChat with Your Dataโ)
- BIM โ ERP Synchronization
- Knowledge Management Portals
- Data Governance Frameworks
Note: Example deliverables shown for illustration; final scope is tailored to each client.
In collaboration with a regional manufacturer, we built a Revit-to-ERP integration. Procurement delays that typically took weeks were cut to days, eliminating costly material shortages and saving more than $300K in a single project cycle.
System Audit
Review current BIM, ERP, PLM, and project tools.
Integration Scoping
Identify key data flows to unify.
Pipeline Development
Build RAG pipelines and integrations.
Validation & Testing
Ensure accuracy and security across platforms.
Governance Setup
Define standards and policies for sustainable use.
We donโt just connect tools, we align data structures with real AEC workflows.