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.

İşe yaradı. Bu, pratikte yapay zeka destekli yinelemedir: yapay zekayı bir ürün özelliği olarak değil, uygulama işinin bir parçası olarak kullanmak; tipik olarak haftalar alacak süreci, tek bir kişinin darboğaz olmadan denetleyebileceği bir şeye sıkıştırmak.

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.