Most pool robots spend as much time on your deck as they do in the water. They clean for an hour or two, come out to charge for a few hours, and go back in. Meanwhile, the pool keeps getting dirty.

Walking through CES, it’s easy to get numb to buzzwords like “AI-powered,” “smart,” and “autonomous.” At first glance, Beatbot’s booth might have seemed like yet another company promising to automate ...