Sangati™ uses AI to track table occupancy and staff table checks, alongside staff-recorded Ready status. The Mumbai pilot is under field validation.
Person detection and table occupancy, without facial recognition. A staff table check records a visit, not proof of a greeting or food delivery.
Illustrative overlay, not a pilot result. Sangati™ detects position and timing, never identity.
A table waits too long. A dirty table sits idle at peak. The manager finds out too late, or never.
One zone overstaffed, another unmonitored. Hosts seat unevenly. No one catches it until service degrades.
The POS is retrospective. Manager walks are intermittent. Nothing shows how the floor is running right now.
Camera access, recorder compatibility and table coverage are assessed before setup. Existing CCTV may be suitable.
Camera inference runs locally on a suitable venue device. CPU, memory and other workloads must be assessed; a billing PC or tablet is not automatically suitable.
Track the time since a staff table check. A recorded visit does not establish what was said or delivered.
The current pilot covers occupancy, staff table checks and staff-recorded Ready status. Greetings, food delivery, bill intent and kitchen bottlenecks are not validated capabilities.
Detects people in assessed camera views without facial recognition.
Estimates whether a mapped table is occupied; occlusion and coverage affect observations.
Tracks observed staff visits to a table and time since the last check.
Staff record Ready status; the camera does not confirm a table is clean or reset.
The pilot does not establish greetings, food delivery or bill intent.
Observations must be checked against the floor before results are reported.
Local camera inference is separate from the operational dashboard. Authorized remote dashboard access may expose operational records; local processing does not mean nothing leaves the venue.
The pilot is validating occupancy, staff table checks and staff-recorded Ready status against floor observations. Published outcomes require that validation.
Compare detected table occupancy with floor observations.
Check observed staff visits and the timing of table checks.
Review staff-recorded Ready status separately from camera observations.
Prasad Mehta ran restaurant floors for years — including UnCafe in Mumbai — before building Sangati™ from the pain of the floor, not from a pitch deck.
We're opening Sangati™ to a small number of venues at a time. Join the waitlist and we'll come back within 48 hours on whether your camera coverage is a fit — and let you know as soon as a slot opens. No sales pitch, no commitment.
Product questions, how a waitlist slot works, investors and partners.