From scattered policies to
self-hosted ModusBrain

Alternative Partners is a consulting firm that migrated from scattered markdown policy files and static wikis to a self-hosted ModusBrain instance. Benjamin Reynolds led the migration. He had already become a ModusBrain expert implementing the platform for one of its first cloud customers.

His approach was unconventional. Instead of mapping fields manually, scripting transforms, and validating data step by step, he handed the job to agentic AI tools with a brief: where the policies live, the GitHub repo for the target platform, and the Railway deployment. Start, and only return if something breaks beyond a 70% confidence fix.

方案奏效了。这就是实践中的 AI 辅助迭代：不是把 AI 做成产品功能，而是把 AI 作为实施工作的一部分，将通常需要数周的周期压缩到一个人就能统筹、而且不会成为瓶颈的程度。

The self-hosted setup means Alternative Partners owns the full stack: no vendor access to their data, no dependency on a SaaS pricing model, full control over how compiled skills evolve. The migration was fast because of AI; the result is durable because the stack is open source.