Flutch.ai helps teams build and operate AI agents on their own data without assembling the plumbing. You get prebuilt agent workflows (RAG, Support, Simple LLM Invoke) plus custom agent development. Change prompts, retrieval and policies in the UI; audit conversations with full traces; see config history and diffs. Usage analytics, billing, quotas, org isolation, monitoring and alerts are built in. Run in a standalone Web App or through Slack, Discord, Telegram, and API. Cloud-first, on-prem optional.