AI, Blog, Digital Strategy, Leadership, MarTech Audits
18 August 2026 By PS Harish
McKinsey shows a 5–25% revenue lift range from personalization. The spread isn’t random. It’s a measurement problem. “Engagement Improved” Is Not a Result I have sat in more post-campaign reviews than I can count where the conclusion was some version of: “The personalization initiative improved customer engagement.” Every time, I ask the same follow-up questions. […]
AI, Blog, Digital Strategy, Leadership, MarTech Audits
17 August 2026 By PS Harish
The technology works. The team doesn’t adopt it. Here’s why — and how to fix it before you launch. The Graveyard Is Full of Good Pilots I have seen more AI personalization pilots fail in their second week than in all the weeks that follow combined. Not because the technology didn’t work. Not because the […]
