We do not sell a retail product and a restaurant product. We sell one platform and a starting set of watches per sector — because a twin makes a new question nearly free, the vertical is a configuration, not a codebase.
The money leaks where the owner is not standing.
In a shop the constraint is almost never demand — it is the twenty minutes a day when the queue outruns the counter and people put things down and leave. That is invisible from behind the till and obvious from above.
Start with these four
Queue depth, coverage gaps and abandonment all live in one three-metre region.
Everyone blames the kitchen. It is usually the fifteen minutes after the bill.
Table turn is the single number that decides a busy evening's revenue, and it decomposes into three intervals that nobody measures: seated-to-first-contact, dining, and bill-to-vacated. Two of the three are service problems, not cooking problems.
Start with these four
Only one of them happens in the kitchen.
Configured conservatively by default, and we will not budge on it.
Education is the sector where our privacy position stops being marketing and starts being the reason a deployment is permissible at all. Campus sites ship with aggregate-only counting, no demographic estimation, a fourteen-day retention default, and a parent-notice pack you can send home before the first camera is connected.
Start with these four
Aggregate headcount, congestion and after-hours presence. No recognition of any individual.
Education defaults
Waiting-room dignity and controlled-substance discipline, without watching patients.
Equipment utilisation is the only honest input to a capex decision.
Small units, no WMS, and a dock that is either empty or chaos.
Long consideration cycles, few walk-ins, every one of them expensive.
Front desk, lobby and function space, measured rather than guessed.
Every site gets its own twin. Watches are templated and pushed across the estate.
| Sector | Primary watch | Second watch | Usual first alert | Typical cameras |
|---|---|---|---|---|
| Retail & kirana | Queue depth at billing | Entry-to-purchase funnel | Counter unstaffed 5 min | 4–8 |
| Restaurants & QSR | Table turn by section | Seated → first service | Plate held 4 min at pass | 6–12 |
| Schools & colleges | Gate headcount | Corridor congestion | After-hours block entry | 8–24 |
| Pharmacies & clinics | Waiting-room dwell | Counter coverage | Restricted cabinet access | 3–6 |
| Gyms & studios | Zone utilisation | Peak floor density | Lone user after hours | 4–10 |
| Warehousing | Dock dwell | Aisle obstruction | PPE non-compliance | 6–16 |
| Showrooms & salons | Time-to-greet | Zone dwell | Walk-in unattended 3 min | 3–8 |
| Hotels | Check-in queue | Lobby utilisation | Service corridor blocked | 8–20 |
Camera counts are the range we typically see at single-site deployments; they are not a requirement. The platform runs from a single camera upward.
Tell us what kind of site you run and what is annoying you. We will tell you what we would watch first — before you commit to anything.