Your AI Is Only as Good as Its Data episode artwork

EPISODE · Jul 22, 2026 · 1H 13M

Your AI Is Only as Good as Its Data

from Above the Clouds: Stories from the Boardroom · host Richard Byrd

Everyone's racing to point AI at their customers. Dr. R. Sukumar has a problem with that. A former marketing professor turned founder of OSG, he's spent his career on a deceptively simple question: what do customers actually want — not what the historical data says they wanted. In this episode, he and Richard get into why most AI runs on shallow, backward-looking data, why the "law of averages" quietly kills good products, and why the companies winning the next decade will be the ones that own data their competitors don't have.

Episode metadata supplied by the publisher feed · Published Jul 22, 2026

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Your AI Is Only as Good as Its Data

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