MCP

Technical

The four parts of a Gen 2 fitness business: Intelligence, Tribe, apps and AI workers

A Gen 2 business puts one shared understanding of the business underneath everything else. Here are the four parts that sit on top of it, what each one is for, and an honest line between what you can use today and where it is going.

Technical

Level four of a Gen 2 studio: give AI work

AI is moving from answering questions to doing work. Level four is where a studio hands a job to an AI worker that works from the same understanding as the team, inside the same policy and permissions. Here is what that means, and what it does not.

Technical

Your business doesn't have an AI problem. It has a meaning problem.

Six systems, six ID schemes, no agreement on what a customer is. Here's the method we used to fix that, and why the fix isn't a better model.