An intelligence analyst sits with 47 field reports, 12 intercept summaries, 300 pages of translated documents, and a question from a senior officer that needs answering in 90 minutes.
She knows the answer is probably in the data. She does not know where. And she does not have 90 minutes to find out manually.
This is not an edge case. It is the daily operational reality of intelligence analysis, and it is the problem that a private large language model, deployed correctly, is specifically built to solve.