Bild AI, part of Y Combinator's W25 batch, introduces AI-powered software that interprets construction blueprints to estimate material quantities and costs, aimed at reducing the manual, error-prone process costing the industry $30B annually. The founders have backgrounds in both construction and applied ML, with previous projects at companies like Google and Waymo. Their methodology involves using specialized machine learning models for specific tasks in blueprint comprehension.