The Strategic Brief

The useful AI question is not where the technology can appear. It is which workflow contains measurable friction and which decision must remain human-owned.

A document explains the work. A skill can help run it, but only when the package preserves evidence, ownership, safety boundaries, and review.

Some AI personalization features deliver measurable lift. Others are vendor demos disguised as strategy.

AI companies have converged on identical fear-based positioning. Understanding the pattern is how CRM leaders evaluate vendor claims without getting manipulated by them.

Most churn models sit in dashboards. The ones that reduce churn are wired into the systems where retention decisions happen.

Historical CLV tells you what already happened. Predictive CLV tells you where to put the next dollar.

At the Applied AI for Entrepreneurs Summit, the conversation shifted from tools and demos to judgment, systems, and responsibility. Here's what stuck.

My first Braze Forge experience, from speaking on two panels to exploring how AI is reshaping experimentation, deliverability, and marketing leadership.

From static lists to adaptive, real-time insights, AI is redefining how brands identify, understand, and engage with their customers.

We've moved beyond the megaphone. Welcome to the age of the individual, where every brand experience should feel like a one-on-one conversation.

AI is redefining the customer journey. But as personalization deepens, how do we protect privacy and preserve humanity?