Stall Occupancy is an important aspect to the visitor at a large facility like Airport, Shopping mall, Stadiums, and shared spaces. Visitors will know ahead of time how many stalls are available or find the exact open stall within the restroom. This will be also beneficial to the operational team to understand the usage of the restroom which drives a decision to increase or decrease stall within the restroom. The analytics will help the operational team to determine the most and least preferred stall of a restroom, this will force them to determine what is going wrong in the least preferred stall. There and many use cases and helpful analytical, forecasts, and trends making your facility restroom smarter for end-user and optimize the utilization of it for business.