Brain Corp has unveiled BrainOS Clean 2.0, a software update for Tennant Company robotic floor cleaners that introduces SelfPath AI, enabling the X-series robots to autonomously generate and adjust their own cleaning routes without manual training. This adaptive capability allows the machines to continuously respond to changing environments, improving productivity and coverage.
Key takeaways
- SelfPath AI eliminates manual route training, allowing robots to plan and refine paths independently in complex settings.
- Initial deployments show a 22% increase in floor coverage, a 55% improvement in autonomy, and deployments over three times faster.
- Enhanced visual perception and dynamic replanning enable robots to reroute around obstacles instantly, while workflow-aware automation supports automatic charging and schedule-based operation.
BrainOS Clean 2.0 begins rolling out to select Tennant X-series robots in April, with full fleet availability in May. The update is designed to help facilities scale automation by reducing staff intervention and maintaining high cleaning performance in dynamic environments.
Source: Robotics & Automation News (roboticsandautomationnews.com) · Published 2026-03-31 · “Brain Corp updates floor-cleaning robots with adaptive AI that removes route training”