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  • Vehicles · Application

Driver Monitoring

Most fleet incidents have visible warning signs before impact. Distraction, fatigue, and aggressive driving patterns accumulate undetected until something goes wrong. In-cab AI captures these behaviors in real time, alerting drivers immediately and giving fleet managers verified data to coach and protect.

  • Construction
  • Logistics & Warehousing
  • Retail
  • Healthcare
  • Manufacturing & Electronics
  • Process / Heavy Industry
  • Smart City & Infrastructure
  • Transportation
  • What It Detects

Events & Use Cases

Every event below is a real-time trigger verified by AI, logged with evidence, escalated in under 5 seconds.

  • 7 detection events live

Driver fatigue: microsleep signals, eye closure, head drop

Distraction: mobile phone use, looking away from road

Aggressive driving: harsh braking, sharp cornering, sudden acceleration

Tailgating and unsafe following distance

Running stop signs or ignoring right of way

Seatbelt non-compliance

Drowsiness during long-haul or night shifts

  • Business Impact

More Than Just Safety

Measurable outcomes not just alerts. Each pillar below maps to a real operational gain.

01

24/7 in-cab monitoring replaces periodic manual reviews

02

Shortens reaction time to dangerous driving with immediate in cab alerts

03

Pattern data identifies high risk drivers for targeted coaching

04

Automatic incident records support insurance claims and liability defense

  • Why MRC

Built By A Team That Has Done It Before.

MRC specifies and supplies compatible in-cab camera hardware alongside the AI software a single deployment rather than two separate vendor engagements.
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View Case Studies

Next Scenario

Defect Detection
  • Hawk Warden

See It Running On Your Cameras.

Send us a feed and a use case. We’ll show you a working detection on your footage before you commit to anything.
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