QMVI pairs classical AI for document understanding with a quantum-inspired optimization layer for sourcing, substitution, and exception resolution. The result is a spec-aware validation engine designed for the highest-consequence industrial workflows.
Both are part of QMVI. Each is suited to a different class of problem in industrial takeoff.
Information is encoded in 0 or 1. Excellent at sequential reasoning: reading drawings, extracting tables, matching callouts to spec references, and producing the validated BOM line items.
Qubits exist in superposition — both 0 and 1 simultaneously — and become entangled. This lets the framework evaluate many sourcing, substitution, and weld pathways in parallel for high-speed probabilistic optimization.
Upload any drawing package — IFC isometrics, P&IDs, GA drawings, line lists, client piping specs, and vendor cutsheets. Drawing-system agnostic.
Classical AI handles document understanding: pattern recognition across variable layouts, callout conventions, and BOM tables from any engineering firm.
BME's spec-aware rules engine checks every line against the governing client spec — schedule, fitting, gasket, and material compliance.
The Quantum Framework evaluates sourcing, substitution, weld logic, and exception pathways in parallel — surfacing the best path forward.
BME procurement experts review confidence scores and exception flags. Human-in-the-loop oversight on every output.
You receive an Excel-ready BOM, weld count, quantity takeoff, dashboard, and pricing-ready quote package — in hours, not weeks.
Every QMVI run produces a complete, validated deliverable package — not just raw extracted data.
Refinery, petrochemical, process piping, turnarounds.
Mechanical piping, cooling loops, capital build-out.
Process water, slurry, tailings, and mill piping.