04

Construction & Mining

Prevent fatigue driving and prevent collision incidents.

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Recommended architecture

4G AI & Active Safety, 2–4 cameras, ADAS + DMS + BSD, 4G cloud platform.

Deployed with an Indonesian mining fleet and a Malaysian construction-vehicle fleet.

Deployment experience
Fleets of several hundred units, customized hardware and software, integrates with the client's own platform.
Operating result
Driver fatigue alerts and pedestrian/vehicle collision alerts.
Camera and installation plan

Map the vehicle before selecting channels

Front + rear + at minimum both sides, plus a dedicated blind-spot camera per operating arm or dumping zone. Typical: 6–8 channels. Rugged IP67 cameras, shock-resistant connectors.

  • Safety officer needs camera evidence at close-quarter work zones where pedestrians and heavy equipment share space.
  • Insurance or regulatory audit requires operator-facing recording of blind-spot events.
  • Harsh environments (dust, shock, extreme temperature) demand industrial-grade hardware spec confirmation.
Procurement path
  1. 01

    Define warning events and pedestrian-alert zones before testing any AI model.

  2. 02

    Confirm environmental ratings: vibration, temperature range, dust and IP class.

  3. 03

    Pilot on one machine for 30+ days before committing to hardware specs.

  4. 04

    Define false-alert review process and operator response protocol.

Engineering review

Send the vehicle, fleet size and target market for a deployable configuration.

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