Inference.net is a turnkey distributed AI inference platform that lets engineering teams deploy, run, monitor, and optimize large language and vision models at scale. It provides OpenAI‑compatible APIs for serving open‑source and custom fine‑tuned models with low latency and lower cost, plus built‑in AI observability (traces, quality metrics, and failure analysis), automated fine‑tuning from production traces, and evaluation workflows so teams can iterate models faster and safely in production.