The road to Zero Criticality is not a straight line. It’s a loop. The road to Zero Criticality is not a straight line. It’s a loop.
Every trip feeds the model. Every alert teaches it. Six billion kilometres of real Indian road, deployed across fleets, OEMs, insurers and cities.
Tonight, somewhere in India,
a truck leaves a depot.
It’s a dashcam.
It’s a telematics box.
It’s a camera that films the blame.
It’s the intelligence layer
between you and Zero Criticality.
It fires before the accident, not after.
Six billion kilometres of real Indian road. Twenty alerts. Ninety-two percent. Every trip feeds the model; every alert teaches it.
Somewhere past midnight, the cabin goes quiet.
When a driver starts to fall asleep at 3am on a national highway, the alert fires in the cabin before the vehicle drifts.
Not after. Before.
We don’t fight the driver. A buddy in the cabin. It learns how he drives, tunes each alert to him, and coaches him over 6 to 8 months.
Your turn in the cabin.
Keep your eyes (your cursor) on the road. The machine does the rest.Your eyes are on the road. The machine does the rest.
The voice fires.
Every event above would have fed DOPE, the profiling engine, by morning.
Ananth.
Two cameras, one box.
Front: 110 degrees of road. In-cabin: 160 degrees of driver. 2MP each, watching at once.
Mono IR & RGB IR.
Night, sun glare, spectacles. The cabin stays readable in every light there is.
4G LTE · eSIM.
GNSS and IMU aboard. The trip leaves the unit on its own: no phone, no pairing.
ARM Cortex A55, quad core.
The decision happens here, on the unit. No cloud round trip. The alert fires in milliseconds.
Speaker & mic.
The alert is a voice in the cabin. Cloud-to-device telephony when the fleet needs a word.
A loop that never ends. A model that never stops.
Every trip is a lesson.
Driver behaviour, road conditions and risk events: city, highway, rural. Including the conditions foreign AI models fail on.
The alert fires before the drift.
On-device inference: no cloud latency for critical alerts. 20 AI events at 92% accuracy.
The system talks. The driver responds.
Voice alerts in the moment, not post-trip reports. Human judgment, amplified.
The loop continues forever.
Outcomes feed back. Fleet-wide patterns sharpen predictions. Every kilometre makes the next alert more precise.
Every trip makes the intelligence stronger.
Built for the people who move the world.
The same night, the same loop is riding in other cabins: fleets, OEMs, insurers, cities. Each with their own risk, each feeding the same loop.
Fleet operators & logistics.
The accident that didn’t happen is the one we helped you prevent.
Real-time driver behaviour intelligence that intervenes before the incident, not after the report.
Auto OEMs & Tier-1.
Beyond compliance. Into intelligence.
Pre-compliant, single-box hardware with L2+ ADAS, so your vehicles ship ready without building the AI from scratch.
Insurance.
Stop pricing yesterday’s risk. Start seeing tomorrow’s.
Real-time, per-driver, per-trip behavioural risk intelligence. Observed risk, not assumed risk.
Smart cities.
Your roads carry millions of decisions. We help you make better ones.
Fleet-derived road intelligence: live incident patterns, high-risk corridors, infrastructure stress.
This is the field.
less drowsiness at the wheel
Within the first 6 to 8 months of deploymentoverall fleet risk, down
Measured across every vehicle we serveJRM compliance on voice alerts alone
Zero human interventionless phone use while driving
Coached, not policedfewer drivers ever reaching severe drowsiness
The alert fires before the stateThe accident that didn’t happen is the one we helped you prevent.
“The system has changed how our drivers think about risk. They don’t feel judged. They feel supported. That’s the difference.”
“We don’t want to fight with the driver. The system will talk to you. You listen to the voice commands and react. Our approach is more human.”
CES 2026, Las Vegas · EURO NCAP 2026, IDIADA · MyEicher, Volvo Eicher
All press & validations →Ready to see the Möbius Cycle in action?
We confirm your slot and understand your situation before the call.
Fleet, insurance, OEM or city. The walkthrough uses data from your world.
No slides. The DOPE Command Centre, live, with real AI event footage.
A conversation, not a pitch. We want to understand your situation first.