
K V Dipu - Senior President & Head - Operations & Customer Service, Bajaj General Insurance Limited
AI has been thinking for years. But thinking never stopped a flood. Thinking never prevented a fire. Thinking never saved a life.
The moment intelligence begins to ACT, everything changes. That moment is called Physical AI.
Until now, most of what we called AI lived on screens. It analysed data, generated text, made predictions and sounded impressive in demos. But the real world doesn’t operate on prompts and dashboards. It operates on timing, movement, risk and consequence. Physical AI is what happens when intelligence steps out of software and starts interacting with the physical world - seeing, sensing, deciding and acting in real time.
This shift matters deeply for insurance. Insurance has always been about physical events. Accidents. Floods. Fires. Health emergencies. Yet for decades, the industry responded after the damage was done. We documented loss, assessed liability and paid claims. Physical AI challenges this entire sequence. It introduces the possibility of intervention before loss occurs.
Consider a manufacturing unit on the outskirts of an Indian city.
In the traditional model, a fire breaks out, operations halt, lives are put at risk, and a claim follows - surveyors, reports, disputes and delays. Physical AI changes the script. Sensors detect abnormal heat at 2:13 a.m. Computer vision identifies a dangerous pattern. The system automatically shuts down a section of the plant, alerts supervisors and triggers preventive maintenance. A fire never breaks out. No claim is filed. No loss is recorded.
That is not automation. That is intelligence taking responsibility.
This is where insurance begins to transform - from a business of compensation to a system of protection. Underwriting becomes dynamic, pricing reflects behaviour rather than assumptions, and claims become exceptions instead of the core process. The smartest insurance system is no longer the one that settles fastest, but the one that quietly prevents loss.
Physical AI also changes how we relate to machines. These systems don’t behave like tools waiting for instructions. They behave like colleagues - observing continuously, acting instantly and escalating intelligently. AI surveyors, AI risk inspectors and AI first responders are no longer futuristic ideas. They are emerging realities.
For India, this shift is especially important. High population density, climate volatility, infrastructure stress and limited response windows demand intelligence that acts faster than humans can. India may not need the most eloquent chatbots in the world. It needs AI that works reliably on the ground, at scale, in real conditions.
The future of AI will not be judged by how fluently it speaks, but by how responsibly it acts. As Peter Drucker famously said, “The best way to predict the future is to create it.” Physical AI doesn’t just predict risk - it steps in and changes the outcome.
From thinking machines to acting systems, this is the moment intelligence finally meets reality.