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Vernier

AI-assisted construction takeoff — drawings and specs in, quantities, scope, and cost signals out. Built for estimators who still have to stand behind the numbers.

takeoffAIconstructionBIM

Vernier is the takeoff surface in the Driftwork family: construction documentation goes in; material takeoffs, scope breakdowns, and cost-oriented quantities come out — with enough structure that an estimator can audit every line.

Why it exists

Takeoff is still mostly human eyes and a highlighter. Models can read drawings faster than people, but they can’t own the bid. Vernier is built for that seam: accelerate the grind, keep human judgment on the critical path, and export something a shop or field crew can actually use.

Shape of the stack

  • Document intake (drawings, specs, schedules)
  • Multi-model AI routing for extraction and classification
  • Quantity / scope assembly with review UI
  • Paths toward BIM-friendly and estimate-ready exports

Sibling work lives under OmniTakeoff-class pipelines; the public face and contractor-facing product narrative is Vernier.

How it connects to Driftwork

Driftwork is the showcase and tool host. Vernier is one of the heavy product bets for contractors — same way TankCam aims at inspection and the parts/equipment intelligence work aims at yards and loggers. Shared design language, shared field realism, separate deploy hosts when they graduate.