From Site Photos to Proposals: How AI Automates Takeoff for Trades

Ever spent evenings squinting at blurry site photos, trying to count fixtures and guess pipe runs from a scribbled voice note? That manual takeoff and proposal grind steals your time and risks costly oversights. What if your field visuals could automatically generate your material list and scope? The Core Principle: From Pixels to Parts The key isn't just recognizing objects; it's understanding context and relationships.