From engineered drawings to a validated BOM — in hours, not weeks.
QMAI is the Quantum Material Assurance Infrastructure for energy, data center, and mining projects. It ingests any drawing set, produces a spec-validated bill of materials, weld counts, exception flags, and a quote-ready procurement package saving up to 98.4% of the time typically needed to create validated BOM's — backed by BME's procurement experts.
| Dwg # | REV | Type | Size | Description | QTY | UOM |
|---|---|---|---|---|---|---|
| C4C6-08 | 0 | Pipe | 6" | SCH 40 CS A106-B SMLS | 42 | FT |
| C4C6-08 | 0 | Elbow | 6" | 90° LR BW A234-WPB | 8 | EA |
| C4C6-08 | 0 | Flange | 6" | 150# RF WN SCH40 A105 | 6 | EA |
| C4C6-08 | 0 | Valve | 6" | Gate, 150# RF, A216-WCB | 2 | EA |
| C4C6-08 | 0 | Gasket | 6" | 150# RF Spiral SS316/Gph | 12 | EA |
Planners and estimators at $100/hr. Weeks of work. Missed material that triggers change orders.
Industrial takeoff is split across IFC drawings, client specs, P&IDs, and spreadsheets. Each engineering firm uses different layouts, forcing repeated manual interpretation. The result: slow quote cycles, expensive expert labor, and avoidable BOM errors that surface as downtime in the field.
A spec-aware validation engine — not another estimator.
QMAI automates ~80%+ of takeoffs while preserving expert oversight on the highest-risk decisions.
Drawing-system agnostic
Ingests IFC drawings, P&IDs, GA drawings, line lists, client piping specs, and vendor cutsheets — regardless of the engineering firm's layout.
Spec-aware validation
Not a black-box estimator. Every BOM is validated against the governing client spec with confidence scoring and exception flags.
Quantum-ready architecture
Classical AI handles extraction and reasoning today. The Quantum Framework layer evaluates sourcing, substitution, and weld pathways in parallel.
Human-in-the-loop
BME's procurement team reviews every output. You get speed without sacrificing the expert oversight your project demands.
Bid faster, win more
Compress quote cycles from weeks to days. Respond to refinery turnaround and capital project windows you used to miss.
Procurement, optional
Pair QMAI validation output with BME's supplier network for end-to-end sourcing, expediting, and delivery — one accountable team from drawing to material.
Two paths. One platform.
Validation Run
Upload your drawings. BME runs QMAI and delivers a validated BOM, weld counts, exception flags, and a quote-ready procurement package. Optional BME sourcing afterward.
- ✓ Drawing-agnostic ingestion by BME
- ✓ Validated BOM, weld counts, exception flags
- ✓ Quote-ready procurement output
- ✓ Optional BME sourcing & expediting
Full Procurement Partnership
Everything in Validation Run, plus BME sources, expedites, and delivers the material end-to-end. The QMAI validation fee stays a distinct line item — if BME is awarded the supply package, a portion can be credited against the PO.
- ✓ Distinct QMAI validation fee (not buried in margin)
- ✓ End-to-end material sourcing & expediting
- ✓ Optional partial credit against awarded supply PO
- ✓ Single point of accountability · 24/7 critical path
See your project on QMAI.
Send us a representative drawing package. We'll show you the validated output.