Voice AI for jobsite estimating: a developer perspective

Voice AI for Jobsite Estimating: A Developer Perspective The construction industry has historically lagged behind in digital adoption. Yet today, one of the most transformative shifts happening on job sites isn't coming from enterprise software vendors—it's coming from applied AI at the edge. Voice-based estimating is reshaping how builders create quotes, manage materials, and streamline workflows. As a developer who's spent the last two years shipping voice-to-estimate pipelines for field teams