Architecture firm — QAQC AI agent for Revit-based quality assurance

What we did

Pre-implementation workshop to surface the main pain points in the architecture firm’s quality workflow. Defined the vision for a QAQC AI agent working directly against Revit models, providing instant quality assurance against both internal and external rules. The system comprises a Revit MCP layer, connector, agentic layer, a multi-agent work-parallelization system, and a building-codes-and-rules ingestion system.

Outcome

60% reduction in issues in the engineers’ work; 40% decrease in rework cycles.