Why GrowQR’s Bibin Babu Thinks India’s Biggest AI Problem Is A Trust Problem

There is a question Bibin Babu keeps putting to audiences, and it lands because almost nobody has a good answer.

How does an employer actually know what a candidate can do?

Not where they studied. Not who they worked for. What they can do, today, if you handed them the work.

In most hiring processes, nobody knows. A CV is a claim. A certificate proves attendance. An interview measures interview performance. So hiring falls back on the university name and the personal network, and those signals filter out first-generation graduates and people from smaller cities long before anyone looks at their ability.

Closing that gap is the work Babu was recognised for on 28 September, when he was named AI Innovation Leader of the Year in the technology category at the Outlook Business Spotlight Achievers Awards 2026, held at Shangri-La Eros in New Delhi.

What GrowQR is building

Babu is Founder and CEO of GrowQR, an AI-native platform that automates the full career journey for individuals and the workforce journey for enterprises. Both are anchored in what the company calls verified proof of skill.

The individual side works as a career copilot, alongside a person as they build rather than assessing them once and issuing a verdict. It shows them where they stand, prepares them for what they are aiming at, and surfaces opportunities matched to capability rather than pedigree.

The enterprise side does the same for organisations. It gives employers a live picture of the capability they already have, where it is thin, and which people are ready for roles the company has not filled yet.

“Most companies know their revenue position to the decimal point and have almost no idea what their people are capable of,” Babu said. “They are running one half of the business on data and the other half on instinct.”

The distinction he draws is between a system that judges and one that assists. GrowQR is built as the second. Verification exists to make capability visible to decision makers, not to add another gate in front of candidates who already face several.

The convergence economy

Before the awards ceremony, Babu was part of a panel discussion titled The Convergence Economy: When Every Business Becomes a Technology Business. It was moderated by Sudipto Dey, Editor of Outlook Planet, and included Vivek Kumar Agarwal, CEO and Business Head at Auditech 360, and Sameer Naik, Head of PR Media Training at Integrated Enterprises.

The premise is now close to uncontroversial. A bank is a technology company. So is a logistics firm, a hospital chain, an insurer. Software has moved from supporting the business to being the business.

Babu’s contribution pushed at the part of that shift companies find easiest to ignore.

If every business is becoming a technology business, every workforce has to become a technology workforce. That does not mean everyone learns to code. It means that across finance, operations, sales and compliance, people must work with systems that did not exist three years ago, and companies need some way of knowing who can.

“Boards have approved the AI budget,” he said. “Very few have asked whether the organisation has the people to use what they are buying. That question usually arrives eighteen months later, when the implementation stalls.”

Technology spending gets measured carefully. The human capability needed to make it work is barely measured at all, which is how expensive systems end up underused.

Why the problem is bigger here

The scale of the Indian workforce changes the economics of this argument.

In a mature market with slow workforce growth, an inability to verify capability is an inefficiency firms absorb. At the scale of India’s young working population it becomes a structural drag, and the cost compounds every year.

It cuts the other way too. That same scale means a working verification system would unlock more value here than almost anywhere else, which is why it is likely to be built in this market rather than imported into it.

The wider role

Babu’s work extends past his own company. He serves as Executive Director of BRICS CCI, where he works on technology policy across member nations, and has represented India at the World Economic Forum, the G20, TEDx and Google I/O.

The constraint he describes, a large young workforce whose capability the market cannot verify, is not specific to India. It recurs across most emerging economies, which gives a system that works here an obvious path beyond it.

His recurring point is that this is solvable rather than permanent, and that the technology discussed mainly in terms of job losses is the same technology that can make millions of people visible to employers who would never otherwise have found them.

“The talent question in this country was never about supply,” he said. “It was about proof.”