Experience the guilt free standard.
Automotive is the one industry where this work is live today. The framework is called Keshav, and it exists because a crash rating measures the wrong moment.
Parsonstown, Ireland. A 42-year-old astronomer and naturalist, thrown from an experimental steam carriage built by her cousins when it hit a bend in the road, and crushed by its iron wheel. The first recorded motor vehicle fatality in history.
James William Lambert lost control of an early single-cylinder gasoline buggy on a tree root and hit a hitching post. The first recorded crash of a petrol car. He survived it.
Both of these are documented. Both were understood at the time. And in the century and a half since, the industry has become extraordinarily good at describing what happened afterwards, and comparatively uninterested in the moment before.
Keshav is the name for Krishna as he drove Arjuna’s chariot in the Mahabharata. He saw the whole field, he counselled the man holding the reins, and he never once took the shot himself.
That is the correct posture for a prevention layer in a vehicle. It reads the road, it tells the driver what it knows, and it does not drive for them. A system that quietly takes over is not the same thing as a system that makes the person in the seat better at the job.
A crash test tells you how well a structure absorbs an impact that has already happened. It is an honest measure of consequence, and the engineering behind it has saved an enormous number of lives. Nobody should argue with that.
The problem is what it leaves unattended. It says nothing about the road surface that caused the swerve, the fault the driver never saw, the fatigue nobody flagged, or the fact that the person in the seat was never taught how to handle any of it. The industry stopped at the moment of impact, and a rating built to describe outcomes quietly became the definition of safety itself.
Everything before that moment is where Keshav works.
A rating protects the people inside the car. That is a real achievement and it should not be dismissed. But a car can hold five stars, be driven carefully, and still kill a pedestrian, a cyclist, or a two-wheeler rider, and none of that touches the rating.
The person on the other side of the bonnet was also a customer. Somebody was waiting for them at home too. A standard that counts one group and not the other is not measuring safety, it is measuring liability.
So the question is simple, and it is asked here without any expectation of a comfortable answer. When a five-star car is involved in a fatal crash, who pulls that record, and what changes in the next model because of it?
Six causes account for most of it. Every one is documented. What has been missing is a standard that treats them as design problems to solve rather than explanations to give afterwards.
Consistently the largest single contributor to road deaths in India. Not a mystery, not a surprise, and not currently designed against.
Significant, and routinely under-counted because nobody is measuring it at the moment it matters.
Ordinary situations escalated into high-risk ones by a decision made in about two seconds.
A momentary lapse of attention with permanent consequences.
Poor maintenance and untreated faults, much of it predictable and detectable long before it becomes dangerous.
Little real-time support for the person actually holding the wheel, particularly the ones who need it most.
Deepak Roy
This is a direction we consult on, not a product we are selling. It is what we would argue for inside a manufacturer, a fleet, or a transport authority that wanted to take prevention seriously.
The vehicle knows things about the road it is currently on, and so does every other vehicle that passed over it this morning. Surface failures, flooding, the corner that produces the same warning every monsoon. That information exists and currently goes nowhere. It should reach the driver approaching it, and the authority responsible for fixing it.
A fault should be described in words the owner understands, with an honest answer about whether it can wait, whether it can be handled at home, and whether the car should be moving at all. Not an amber light and a guess.
A less experienced driver needs guidance at the moment it is useful, delivered in a way that does not become another source of distraction. The system makes the person better rather than quietly compensating for them.
On a narrow set of safety-critical faults, the correct behaviour is to not start. Told plainly, with the reason, and not overridable by someone in a hurry. This is the least popular idea in the whole framework and the one we are least willing to drop.
In this market the two-wheeler rider is the most exposed person on the road and the least served by every safety system built so far. A prevention layer that only works inside a car has solved the easier half of the problem.
A system like this collects a great deal. The only defensible reason to collect any of it is that it makes the next warning earlier and the next prediction sharper. Anything gathered that does not serve that should not be gathered.
This is a methodology we are putting forward, not a completed case study. There is no fleet data here, no independent validation and no decade of results. It is a position argued from causes that are already well documented, and it sits alongside the direction GNCAP is already travelling rather than against it.
We would rather say that plainly than dress a conviction up as a result. When there are results, they will be published the same way.
We consult, and we take a 1% equity stake in the outcome instead of a fee. If the idea does not work, we do not get paid. Tell me what you are trying to change.
No. Nothing here is for sale. It is a consulting direction we would argue for inside a manufacturer or a fleet.
Because a rating measures what happens after the impact. It says nothing about whether the impact had to happen at all.
No. It sits alongside it. Crash protection saved an enormous number of lives. The argument is about what it leaves unattended.
Keshav drove Arjuna\u2019s chariot. He saw the whole field, advised the man holding the reins, and never took the shot himself. That is the posture.
No fleet data and no independent validation. It is a position argued from causes that are already documented. That is said plainly rather than dressed up.
The first recorded motor vehicle fatality was in 1869. Mary Ward, an astronomer, thrown from a steam carriage built by her cousins.
The first petrol car crash was 1891, in Ohio City. The driver hit a tree root and survived.
A five-star car can kill a pedestrian without affecting its rating in any way.
Speeding is consistently the single largest contributor to road deaths in India. It is not a mystery and it is not designed against.
The two-wheeler rider is the most exposed person on an Indian road and the least served by every safety system built so far.
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