This automation eliminates the manual, error-prone process of managing flexible seating and reactive cleaning. It ingests employee preferences, team adjacency requirements, and real-time bookings from systems like Microsoft 365 or Google Workspace. An optimization agent then assigns desks to maximize density and collaboration, while occupancy sensors (e.g., via PoE or IoT) confirm usage. The operational upside comes from a 15-25% increase in seat utilization, reducing required square footage, and eliminating the labor cost of manual desk management and cleaning dispatch.




