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Academic AI seldom reaches mkt: Wadhwani AI chief

December 09, 2025

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Business Standard

A wide gulf persists between what is developed in laboratories and what eventually reaches users as marketready products, often resulting in startups launching solutions that lack product-market fit and fail to solve real problems, said Shekar Sivasubramanian, chief executive officer of Wadhwani AI.

- AASHISH ARYAN

Academic AI seldom reaches mkt: Wadhwani AI chief

The institute, which focuses on AI solutions for the social sector - primarily agriculture, education, and health-works with 14 states on 25 AI tools that reach nearly 150 million people.

"Right now, AI is 95 per cent of the conversation in the social sector, but only about 5 per cent is about actual solutions. Most of the world today runs a pilot with an AI solution and walks away," he said.

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