Boozy Browsing: Pour Decisions in Web Development · Ndevr, Inc.

AI Driven Personalization Hype: Data, Trust, and Execution Gaps

·44 min·3 clips
90% of companies planned AI personalization, only 29% implemented it, and 70% of those failed within 18 months
Porter gets first say.

As heard by us

A practical reminder that personalization only works when it stays clear, restrained, and trustworthy.

The piece frames personalization as a useful product choice only when it stays in bounds. It argues that guidance can help users, but once the system moves too quickly, leans too hard on data, or starts seeming overly familiar, the value turns into risk.

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Why you'd press play

You want the line between helpful personalization and creepy overreach drawn in real time.

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