The Hidden Operational Debt of Building RAG In-House

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Discover why DIY RAG projects become expensive at enterprise scale, how operational debt accumulates, and when a governed RAG-as-a-Service platform becomes the smarter long-term choice.

The first RAG prototype usually feels lighter than it should.

A team picks a narrow use case, maybe internal policy search. Maybe support knowledge. Maybe product documentation. They connect a language model to a controlled set of documents, add retrieval, test a few questions, and the system responds with answers that sound useful and cite sources that look reassuring.

The content is clean. The users are limited. The permissions are simple. The questions are mostly predictable because the pilot team already knows what to test. Nobody has asked it to deal with a half-retired SharePoint library, a duplicated HR polic…

Not because the team failed, but because success changes the job. A working prototype invites expansion. Expansion invites more repositories, more users, more permissions, more review requirements, more exceptions, and more people asking why the answ…

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