QMAI is benchmarked against real BME jobs — IFC drawings, embedded BOMs, and client piping specifications. Every result is validated by BME's procurement team before it's published.
Representative branch-heavy, continuation-heavy isometric set with embedded BOM and client piping specification. QMAI produced a validated BOM, weld count, and quote-ready package under BME human-in-the-loop oversight.
Placeholder for upcoming data center benchmark. Results to be published as deployments complete.
Placeholder for upcoming mining benchmark. Results to be published as deployments complete.
Targets from internal BME benchmark runs across representative project workflows.
*Based on 320 labor-hours per representative project workflow at a $100/hr blended burden.