AI, Blog, Digital Strategy, Growth Marketing, Leadership
19 August 2026 By PS Harish
McKinsey identified 5 traits of personalization outperformers in 2021. Their January and July 2025 research confirms the pattern — and raises the stakes for every one of them.
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.
AI, AI Architecture, Blog, Digital Strategy, Growth Marketing
15 August 2026 By PS Harish
Most companies treated personalization as a technology gap. AI proved it was always an operational one. The Expectation Was Set Without Your Permission In 2021, McKinsey published what should have been a wake-up call for every marketing leader: 71% of consumers expect personalized interactions from the brands they engage with. 76% get frustrated when they […]
