Use case 02

AI CCTV food safety and kitchen hygiene audit for restaurants and QSR chains

Hygiene standards are written for every shift but checked on a few days a year. We use the cameras already installed in your kitchens to audit food handling continuously, and flag lapses while they can still be corrected.

The problem: a monthly audit cannot describe a month

A hygiene audit is a sample of one morning. Kitchens know when it is coming, and the site looks its best that day. What happens on a wet Saturday night with two staff absent and a queue at the counter is unrecorded. For a multi-outlet brand this is a serious blind spot: the risk to the brand comes from the worst shift at the weakest outlet, and that is precisely the shift nobody observes.

The behaviours that cause incidents are also mundane and repetitive — gloves not changed between raw and cooked handling, hair cover pushed back, handwash skipped during a rush, cold storage left open, a mop used in a preparation zone, cleaning signed off without being done. Each is easy to see on camera and almost impossible to catch with periodic inspection.

How our solution works

We map your standard operating procedures onto observable events, then configure vision models on the existing CCTV feeds in the kitchen, preparation and storage areas. The system watches for the specific conditions you care about: personal protective equipment worn correctly, handwash events at the frequency your policy requires, raw and cooked separation respected, storage doors not left open beyond a set duration, and cleaning activity actually occurring in the scheduled window.

Detections are graded. A critical lapse — such as raw handling followed immediately by contact with ready-to-eat food — can alert the shift manager within seconds, while the clip is still useful for correction. Lower-severity items are aggregated into a daily outlet scorecard and a weekly trend by outlet, shift and zone, so an area manager can see which kitchen is drifting without watching any video at all.

Over time the value shifts from catching individuals to fixing causes. If handwash compliance collapses every day between one and two o'clock, the answer is usually staffing or sink placement, not discipline — and the data makes that argument for you.

What is delivered

✓Continuous checks on PPE use, handwash frequency and raw–cooked separation
✓Cold storage door-open duration monitoring and cleaning-schedule verification
✓Severity-based alerting: immediate notification for critical lapses, digests for the rest
✓Daily hygiene scorecard per outlet and weekly trends by shift and zone
✓Time-stamped evidence trail to support internal audits and corrective action records
✓SOP mapping workshop so every detection matches a rule your team already follows

Who it is for

Quick-service restaurant chains and cloud kitchens with multiple outlets, catering and institutional food service providers, hotel and hospital kitchens, food processing units, and central commissaries supplying several locations. The typical buyer is a quality or operations head who is accountable across sites and physically present at almost none of them.

A single owner-run restaurant where the chef is present on every shift may not need continuous monitoring. The case becomes strong from roughly three outlets onward, or wherever a hygiene failure would create regulatory and brand consequences out of proportion to the size of the kitchen.

Frequently asked questions

Is this meant to police kitchen staff?

It works best when used as coaching rather than punishment. Most operators start by sharing outlet-level trends with managers, not individual clips, and use the data to fix rosters, layout and training gaps that cause repeat lapses.

Can it read fridge and holding temperatures?

Where a display or logbook is within camera view, the system can read and log the value. For anything critical we recommend connecting sensor data directly, so temperature records do not depend on someone remembering to write them down.

How many cameras does one kitchen need?

Typically a few well-placed views cover the highest-risk zones: preparation counter, handwash point, cooking line and cold storage entry. Adding cameras everywhere raises cost without improving the checks that matter.

Does it help with statutory hygiene audits?

It produces a continuous, time-stamped evidence trail of the same behaviours auditors look for, which makes preparation far less frantic. It supports your compliance process; it does not replace a licensed audit or inspection.

Audit every shift, not every quarter

Tell us how many outlets you run and what your current audit cycle looks like. We will scope a pilot on one kitchen using the cameras you already have.

Book a free consultation