What an Internal AI Assistant Actually Requires
What an Internal AI Assistant Actually Requires
May 21, 2026
This article will describe the actual moving parts behind an internal AI assistant.
Planned Focus
- model runtime
- retrieval and document indexing
- access control
- logging, evaluation, and review
- why a chatbot demo is not the same thing as a supportable system
Core Point
An internal assistant is an operational stack, not a single model drop-in.