Quebec’s construction and manufacturing sectors face growing complexity, a shortage of estimators, and inconsistent processes. Estim.ai — new Québec‑built software — automates the critical steps of estimating: PDF plan/spec reading, automated quantity/BOM extraction, tailored model training, version and addendum traceability, and ERP integrations. The result: shorter quote turnaround, fewer errors, tighter margin control, and standardization at scale. Go from plan to quantities, simply, with concrete examples (Electrical, Curtain Walls, Parts Machining).