979: Agentic Data Management and the Future of Enterprise AI, with Rohit Choudhary

For years, Jon has been quoting the stat that the world's data is roughly doubling every year. His guest today says that’s way too conservative, he’s seeing enterprise data soon growing at close to 10x per year. And most organizations are nowhere near ready for what that means. In this episode, Rohit Choudhary, founder and CEO of Acceldata, explains how the agentic data management platform his team has built helps enterprises make their increasingly vast amounts of data self-aware, self-optimizing, and AI-ready. He breaks down why governance needs to be operational and real-time rather than a one-time compliance exercise, and shares his view on why the most valuable professionals in the age of AI won’t be the best programmers, they’ll be the ones with the clearest thinking and the deepest domain expertise. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:26) How Rohit coined the term “data observability” (06:04) Agentic data management use cases (12:46) Why fixing data at the point of consumption is 1000x more expensive (30:49) Career paths and skills for the age of AI (42:38) Why enterprise data will soon grow at nearly 10x per year

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979: Agentic Data Management and the Future of Enterprise AI, with Rohit Choudhary is an episode from SuperDataScience by Jon Krohn.

This episode is 65:07 long.

This episode was published on Mar 31, 2026.

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