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.

うまくいきました。これはAI支援による反復の実例です。AIを製品の機能としてではなく、実装作業の一部として用いることで、通常なら数週間かかる作業を、1人がボトルネックになることなく監督できる規模に圧縮したのです。

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.