What an Office Actually Does With Local AI

Forget the demos. The value of AI in a small office is mundane and real: drafting the document you write twenty times a month, finding the answer buried in your own files, turning a meeting into a summary. Every use case in this section works entirely on your own hardware — the whole point is what becomes possible when pasting sensitive material into the tool stops being a compliance question.

What You'll Find Here

Each use-case guide covers what the workflow looks like day to day, what it needs (model, hardware tier, software), where it disappoints (honestly), and a worked example from a realistic (fictional) office. Start with document drafting and private knowledge search — the two with the strongest effort-to-value ratio for most offices.