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ARTICLE27

Voice AI for jobsite estimating: a developer perspective

DEV.to AIΒ·May 7, 2026

The main challenge in developing voice AI for jobsite estimating is not the technology itself, but rather the user experience in blue-collar environments. This article details the technical and UX decisions made by a company to optimize voice interfaces for blue-collar workers, aiming to prevent common mistakes.

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