Google Trends shows 'AI construction estimating' as one of the fastest-rising queries in the industry. Forty-plus AI-driven AEC solutions are now on the market. Companies implementing AI-powered estimation report 40-60% reductions in takeoff time. Yet most contractors are still doing takeoffs manually, spending days on what AI can do in hours. This episode is the buyer's guide: which tools work, what they cost, how to implement without disrupting your current workflow, and the real ROI numbers from contractors who made the switch.