01
Builds agents that take actions
Booking, updating a CRM, filing a ticket: agents that call your tools and hand off to a person when they're unsure.
02
Connects AI to your documents
Retrieval (RAG) over your docs and data, so answers come from your sources and can be traced back to them.
03
Writes the evals
A test set built from real requests, with a pass threshold every release has to meet.
04
Traces every call
Langfuse tracing in production, so a wrong answer can be found, replayed and fixed.
05
Keeps the bill in check
Per-request cost tracking, caching and model routing, so the cheapest model that passes the evals does the work.
06
Plans for the outage
Fallbacks for rate limits and provider outages, so a bad day at one vendor doesn't take your feature down.