<p>Your estimate is only as good as the price behind it. Bad pricing data turns a winning number into a losing job. You find out in the field, weeks later.</p> <p>BidLight pulls current pricing from a roughly $30,000 database, plus Craftsman, 1Build, and RSMeans. Two AI models read your geometry and metadata and classify BOQ line items at 86% accuracy. You export your model and get labor, equipment, material, and time costs in minutes. When the design changes, the number updates in real time.</p> <p>That is the difference between a footnote and an advantage. $50 vs $50,000. A defended number wins the bid. A guessed number loses the margin.</p> <p>What to check before you trust any pricing engine:</p> <ol><li>Live sources. Current pricing, not last year&#39;s book.</li><li>Classification accuracy. 86% on your line items, not a demo model.</li><li>Model connection. Runs inside Revit and Navisworks, straight from your federated model.</li><li>Version history. Every export is versioned and diffed element by element.</li><li>Real time updates. Design moves, cost moves with it.</li></ol> <p>Teams save 680 hours on takeoffs. Your early estimate becomes a service you can bill for. Pricing data is the product, not the fine print.</p>