AI agents and LLM integration
Agent workflows, retrieval over your own documents, and model APIs wired into software you already run — built against what the models actually do today, not the launch-day demo.
- Agent or assistant scoped to one real workflow, with the failure cases handled
- Retrieval over your documents, tickets or catalogue
- Cost and latency budget per request, measured rather than estimated



