Episode 270September 18, 2026

Muhammad Atif: AI Adoption Starts with the Business Problem

Muhammad Atif

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Most organizations don't have an AI problem — they have a business clarity problem. Muhammad Atif has spent 20 years and 400,000+ development hours learning exactly how that confusion plays out at scale.
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• Why localization is never just a translation problem — and what global…

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PureLogics President & CTO Muhammad Atif joins Robin Ayoub to cut through AI hype and explain why the business problem must come before the technology.

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