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[Safety & vision]
06 / 13

In-Cabin Object Detection

Santim in-cabin vision systems give operators a clear understanding of what happens inside the vehicle: who is on board, what has been left behind and when something needs attention. Processing happens in the vehicle, so images do not have to leave it.

Discipline
Safety & vision
Solution
06 / 13
Sectors
Taxi · Ride-hailing · Public transport
[The challenge]

Operators cannot see inside every vehicle, yet they are responsible for what happens there. Lost property, unsafe situations and disputes are costly to resolve after the fact.

[Architecture]

How the system fits together

Cameras feed an embedded vision unit that runs the models locally and publishes events — not footage — to driver applications and the operations platform.

  1. N01

    Cabin cameras

    Wide-angle and low-light

  2. N02

    Vision unit

    On-device AI models

  3. N03

    Event layer

    Alerts instead of footage

  4. N04

    Operator

    Driver app and control room

Fig. 06.1From the cabin to the operator
[Capabilities]

What we engineer

  1. On-device AI vision

    Neural models classify passengers and objects directly in the vehicle.

  2. Left-item alerts

    A reminder when a bag, phone or wallet stays behind after the trip.

  3. Sensor fusion

    Camera insight combined with seat and door signals for dependable results.

  4. Privacy by design

    Events instead of video streams; images stay in the vehicle unless policy requires otherwise.

Quality and compliance

Built around data-protection principles: minimal data, local processing and clear retention rules.

Integration

Seat sensors, driver applications, fleet platforms and lost-property workflows.

[Outcomes]

What changes in the field

  1. 01

    Fewer lost items

    Passengers are reminded before they leave.

  2. 02

    Safer cabins

    Unusual situations reach the operator early.

  3. 03

    Privacy respected

    Insight without streaming video.

[Related solutions]

Engineered to work together

No solution stands alone. Each one is designed to connect cleanly with the systems around it.

[Start a project]

Let's scope your next system together

Tell us what has to work in the field. Our engineers will map hardware, firmware, applications and compliance into one plan you can execute.

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