How long does a customer really wait before being served?
How many give up and leave before their turn?
Which counter is busiest, and at what times?
Is the person walking in interested, or just passing by?
Mean, median and P95 from the waiting area to the counter, even across different cameras.
How many people are queuing, and how many leave without being served.
Customers served and type of transaction, counter by counter.
Who stays beyond the threshold you set, and who leaves straight away.
In real time, with an alert when it goes over the limit.
Transactions per store and per counter, side by side with entries.
Two counters open, the waiting area is filling up. Here's what you see on the dashboard.
Illustrative example.
Kontrol Flow measures waiting and service every day in a counter-service chain in Sicily.

Go deeper into the metrics that matter most in your industry.
Average, median and P95 wait from waiting area to counter, queue, walk-outs and alerts.
Live counters, average and peak occupancy per area, and alerts when you exceed capacity.
Movement heatmaps and dwell time by zone: average, median, P95 and engaged customers.
How it works
Kontrol Flow reads the video streams from the IP cameras already installed in your store.
An NVIDIA edge device processes the images locally. Video never leaves the store.
Real-time dashboards, an AI briefing every morning and alerts when something is out of the ordinary.
Privacy
Numbers leave the store, not images.
Demographic data only in aggregate, optional, and enabled only after an assessment with your DPO.
Employees are automatically excluded from every number.
Images stay on site; aggregated data is hosted in Europe.
Yes: the same person is tracked anonymously across the store's cameras, so waiting time is measured from the waiting area to the counter.
No. Staff are excluded automatically: we measure customer flows, not people's work.
Yes, by email and in the notification centre, with thresholds you set.
We work with the IP cameras you already have installed. We check compatibility together on the first call.
No. Images are processed on site; only anonymous, aggregated data leaves the store.