We have all been there. You need a meeting room for an urgent call. You check the booking app, and every single room is "booked." Yet, when you walk down the hall, half the rooms are dark and empty.
This is the ghost meeting - a reservation made but never attended.
In the hybrid work era, manual check-ins on tablets outside the door are failing. Employees forget to check in, or worse, they forget to cancel when plans change. The result is a booking system that is wrong in both directions: it shows full when the floor is empty, and full when the floor is full.
01 · THE SOLUTION: PASSIVE DETECTION VS ACTIVE INPUTThe solution: passive detection vs active input
Privacy-first occupancy analytics eliminates the ghost meeting without requiring employees to lift a finger.
- See it. Vision AI detects whether a room is actually occupied, regardless of the calendar status.
- Solve it. If a room is booked but no human is detected after 10 minutes, the API signals the booking system to auto-release the room back into the pool.
02 · THE RESULTThe result
- ~30% increase in availability on most floors, from sweeping the no-shows back into the pool.
- No hardware friction. No need to buy expensive tablets for every door.
- True data. Stop planning real-estate strategy based on bookings and start planning based on actual usage.
Don't let ghost meetings haunt productivity.