Building an experience around cleanliness predictions unlocked the ability for Roombas to automatically decide which rooms needed to be cleaned and how best to clean them.

In 2023, iRobot kicked off an initiative to learn key attributes of users’ homes, automatically. A first step was auto-customized maps, simplifying the path to map-based features.

Improving the architecture and user experience of CIBO’s land report, for improved engagement & increased retention with a lean startup team.