Voice AI for Jobsite Estimating: A Developer's Perspective When I started building voice-based estimation systems for construction SMBs, I quickly realized that on a jobsite, your hands are literally full. You're holding materials, measuring walls, juggling multiple contractors—and then someone hands you a tablet expecting you to type in specs with a stylus while dust clouds swirl around you. That's when I realized: hands-free input isn't a nice-to-have feature. It's the foundation of any construction tech that actually gets used in the field. The Jobsite Reality Check Here's what I learned from our first 50 deployments across French construction sites: The Problem: Traditional estimation software assumes you're sitting at a desk with two hands, a full keyboard, and a stable internet connection. None of these are true on a jobsite. Your phone is in your back pocket, the sun's glaring off your screen, and you've got mud on your sleeve.…