The Context Layer for AI episode artwork

EPISODE · Mar 20, 2026 · 13 MIN

The Context Layer for AI

from The Ravit Show · host Ravit Jain

Your AI has a context problem. It’s not the model. It’s context!!!! That was the mic drop from Prukalpa, Co-Founder & Co-CEO, Atlan on The Ravit Show when we kicked off this conversation. And honestly, it set the tone for everything that followed.We spoke about why so many AI projects stall. Not because the model is weak. Not because the team is not smart. But because the data lacks shared meaning. No common definitions. No clear ownership. No business context.Here is what we unpacked:• What a “context layer” actually means in simple terms• Why this idea is suddenly everywhere at Gartner this year• Where the context layer fits in the modern data stack• What Atlan is building to make context usable, not theoretical• The one demo every data leader should see before leaving OrlandoOne big takeaway:If your AI does not understand your business context, it will confidently give you the wrong answer.If you are at Gartner this week, stop by Booth 313. See how context is being turned into something real, usable, and operational.#data #ai #gartnerda #atlan #theravitshow

Episode metadata supplied by the publisher feed · Published Mar 20, 2026

Your AI has a context problem. It’s not the model. It’s context!!!! That was the mic drop from Prukalpa, Co-Founder & Co-CEO, Atlan on The Ravit Show when we kicked off this conversation. And honestly, it set the tone for everything that followed.We spoke about why so many AI projects stall. Not because the model is weak. Not because the team is not smart. But because the data lacks shared meaning. No common definitions. No clear ownership. No business context.Here is what we unpacked:• What a “context layer” actually means in simple terms• Why this idea is suddenly everywhere at Gartner this year• Where the context layer fits in the modern data stack• What Atlan is building to make context usable, not theoretical• The one demo every data leader should see before leaving OrlandoOne big takeaway:If your AI does not understand your business context, it will confidently give you the wrong answer.If you are at Gartner this week, stop by Booth 313. See how context is being turned into something real, usable, and operational.#data #ai #gartnerda #atlan #theravitshow

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The Context Layer for AI

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Your AI has a context problem. It’s not the model. It’s context!!!! That was the mic drop from Prukalpa, Co-Founder & Co-CEO, Atlan on The Ravit Show when we kicked off this conversation. And honestly, it set the tone for everything that followed.We...

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