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From ADAS to ARAS to a Safety Stack: Rethinking Two-Wheeler Safety in India

Two-wheeler riders accounted for roughly 45% of India's road fatalities in 2023. Importing 'car' ADAS is not enough — India needs a layered Two-Wheeler Safety Stack.

15 min readCars24 Research Team
Diagram showing ADAS and ARAS levels
45%
Of road deaths on two-wheelers
57,282
Two-wheeler deaths in 2023
4
Layers in a safety stack

Why this conversation

India's road safety crisis is, first and foremost, a two-wheeler crisis. Nearly half of all road deaths in 2023 — roughly 57,282 fatalities — involved a two-wheeler. No imported framework will fit unless it starts from this fact.

What ADAS does — and doesn't

Advanced Driver Assistance Systems (ADAS) — lane-keeping, adaptive cruise, automatic emergency braking — were designed inside the cabin of a car. They assume seat belts, airbags, and a structural cage. Translated naively to two-wheelers, the metaphors break down.

From ADAS to ARAS

  • Blind-spot detection
    Rear and side radar alerts that warn riders of vehicles closing in.
  • Forward collision warning
    Camera + radar fusion that flags imminent rear-end crashes.
  • Adaptive cruise
    Maintaining safe distance on highways — early production on premium bikes.
  • Tyre pressure monitoring
    Real-time alerts to under-inflation, a leading cause of skids.

Why we need a stack

A great helmet on a great bike still loses to a pothole at dusk on an unlit corner. The stack is the answer, not any one layer.
Two-wheeler safety researcher

What India should do next

The path forward is sequential and unglamorous: get ABS and DRL on every two-wheeler sold; enforce ISI helmet quality at the point of sale; build ARAS into the segments that can absorb its cost; and treat road and enforcement as full citizens of the safety stack.

Take action

Build the stack, not just the gadget

ARAS is necessary. It is not sufficient.

  • Mandate ABS, daytime running lights and high-quality helmets across all segments
  • Pilot rider-assist features (blind-spot, collision warning) on commuter two-wheelers
  • Treat road geometry and enforcement as Tier-1 inputs to two-wheeler safety

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Why India's two-wheeler safety challenge needs more than imported ADAS — it needs a full stack.