r/LocalLLaMA: 'Local AI for a small/median accounting firm' thread, deployment writeup comment

Comment displayed at 24 upvotes; parent thread 102 upvotes, 145 comments, shown as '1y ago' at access 2026-10-04. A real single-org deployment (Threadripper Pro, 256GB DDR5, 1x L40S, ~EUR 14k, Docker on native Ubuntu, OpenWebUI). Contains the most quotable concurrency ceiling found: Ollama is 'good enough for 5 active concurrent users but I wouldn't go further than that'. Upvote count is a popularity proxy, not a measurement.