On "New Survey Reveals the Job Tradespeople Most Want AI to Solve in the Field: Callbacks & Rework"

Tradespeople want AI to solve callbacks and rework, not to replace them—and that's the soundest take we've heard from the field yet. This isn't some fantasy about robots doing the job; it's a clear-eyed ask for help with the work that already fills the schedule and eats margin. If the vendors pushing AI understand that the real sell isn't automation porn, it's giving skilled hands better data and systems to get it right the first time, they might actually build something worth buying instead of another oversold dashboard.