In production

Not guesswork — chains run on measured numbers.

Not a demo: every figure below was measured on a client’s own server and read off that system’s screen. On the right, a recording of that screen.

RecordingThe MaxWay restaurant chain · SERVO · on the cameras they already had
  • 0.31sto recognise a guest
  • 41msto analyse one frame

Unedited. A guest stays a numeric identifier, never a name.

MaxWay

22

locations in production

MaxWay

3

days from contract to live

Prokuratura

87%

average staff KPI

All measured in the client’s console
Our clients
  • Prosecutor’s Office
  • 20+projects delivered in Korea

Our consoles run in these networks.

In the client’s words

We now make decisions on data, not on gut feel. We see the guest flow in every branch and run the network by it. Managing 22 branches has become far easier — and the effect shows in both sales and costs.

MaxWay managementRestaurant chain, 22 branches · SERVOSee the case

Two tiers of evidence

Here, with the name. There, without it — but visible.

One team — both tiers

Uzbekistan
  • MaxWay
  • Artel
  • Maselko
  • Prosecutor’s Office

Named clients — the result is open.

The MaxWay and Prosecutor’s Office results are on this page in full: what was measured, and which screen it was read from.

Evidence
South Korea

20+projects, unnamed

20+ production projects

Automotive, electronics, port and city programmes. The clients cannot be named for legal reasons — in their place: the sector, the measurement, the standard and the system’s own recording.

  • Automotive
  • Electronics
  • Port & logistics
  • City systems
Evidence

One rule holds in both tiers: a figure that was not measured does not appear on this page.

Measured read off the client’s systemModel in the calculators only, on your numbersExample drawn to explain

Case 01 · Restaurant chain

MaxWay — 22 locations, on the cameras they already had

Eleven modules read one frame together; the server stays in the restaurant.

22

locations in one network console

11

modules reading one frame

0.31s

to recognise a guest (0.12 + 0.09 + 0.10)

9

simultaneous tracks

40%

of guests come back

22%

of guests visit two or more locations

All measured in the client’s console
A real recording of the MaxWay network console — 62 seconds, unedited.

Case 02 · The Prosecutor’s Office

Average KPI from 60% to 87%

The average employee KPI went from 60% to 87%.

+27p.p.

points gained

3

days to live

3–6

months to the result

All measured in the client’s console
Average employee KPI score
60%87%+27 gain

One shift, counted two ways

The turnstile and the sheet say8 h
Measured at the workplace5 h 20 min

The work in Korea

One technology, three environments.

Six recordings from live systems — each one the system’s own screen. The clients cannot be named under contract.

  • In production

    Defect control on the factory line

    Finds a faulty part without stopping the line.

    98.6%
    accuracy
    −27%
    defect rate
    24/7
    non-stop
  • In production

    Driver and cabin monitoring

    Watches driver and passengers, even in the dark.

    99.2%
    accuracy
    <29 ms
    latency
    −27%
    false alerts
  • In production

    3D perception from one camera

    An ordinary camera measures distance and lane lines.

    39
    FPS · 4K stream
    95%
    detection at 25 m
    −30%
    latency
  • In production

    Facial landmarks, head pose and gaze

    Measures attention from face, head and gaze.

    1.6%
    landmark error
    <3.5°
    head-angle error
    <5.1°
    gaze error
  • In production

    Edge AI — no server needed

    Runs without internet; video never leaves the building.

    12
    models · on edge processors
    +38%
    speed-up
  • In production

    Predicting collision risk

    Warns of a collision risk before it forms.

    −22%
    urban collision risk

The defence work is not shown here. Everything else is the projects’ own material: faces blurred, third-party marks removed.

Every figure carries its source next to it. No modelled figure appears on this page — those are computed in the calculators, from your own inputs. Clients in Korea are not named: that is a legal obligation, and the work there is described at sector level only.

Third-party validation

When the name cannot be said, the standard speaks.

  • 1st placeICCV — instance segmentation
  • 12patents · in team members’ names
  • 70+research papers · IEEE, ICCV, CVPR
  • 2×CES Las Vegas — 2024 and 2025, back to back
  • Euro NCAPDriver monitoring to the 2024 requirements
  • NVIDIAMember of the Inception programme

On your floor

How a pilot runs — five terms.

Not marketing: these are the terms that go into the contract. The figures are the ones the cases above are measured on.

  1. 3 daysFrom contract to live — the interval measured at MaxWay.
  2. Your own serverThe model runs on your hardware; the video never leaves it.
  3. The cameras you haveNo new hardware to buy — we connect what is already there.
  4. A 3-day pilotThe result is yours: publishing it, or not, is your call.
  5. A 30-day guaranteeIf the daily report does not work as promised, the fee is returned.

Video and staff records never leave your server. What is stored, and for how long, has its own page. Data & security

Your pilot

The next case could be yours

The pilot starts on your own server, and the result is a real measurement of your site — not our model.

Your pilot

Two numbers, and the size of the pilot is on the table.

20unitscameras join the pilot
3site-daysmeasured over the three-day pilot

The arithmetic is a multiplication: sites × cameras, and sites × 3 days. Not a model — your own scale.

We usually reply within one business day. No spam.

See the plans