<p>Renovation models are messy by nature. Half-modeled walls, missing metadata, demo scope buried in notes. BidLight reads geometry and metadata to classify your BOQ line items, so the cleaner your model, the more it can pull automatically. Go in knowing that gaps in the model become gaps you fill by hand.</p> <p>Here is how to bid it without redoing your takeoff three times.</p> <ol><li>Clean up what you can first. Make sure elements that carry cost, walls, floors, equipment, actually exist in the model with real types, not placeholders.</li></ol> <ol><li>Export to BidLight and let the two AI models classify line items. They hit 86% accuracy on classification, which gives you a fast first pass to react to instead of a blank sheet.</li></ol> <ol><li>Review the classified items where the model was thin. This is where messy geometry shows up, so spend your time here, not on the parts that came through clean.</li></ol> <ol><li>Check the pricing. Numbers pull from a large cost database plus Craftsman, 1Build, and RSMeans, so your labor, equipment, and material costs reflect current rates.</li></ol> <ol><li>Bid, then keep working the design. When scope shifts, and on renovations it always does, the estimate updates in real time. You are not chasing scattered changes across spreadsheets.</li></ol> <p>The honest part: BidLight speeds up the messy model, it does not read your mind. Where the model is empty, you still make the call. But you go from slow manual takeoff to a defensible number in minutes, and you can defend it when the client pushes back.</p>