Bespoke agents that actually know your business

A general model is a strong generalist and a weak specialist. To make an agent useful for your business, it needs your data, your tools, and clear rules about what it can and can't do. We ground agents with retrieval-augmented generation (RAG) and vector search over your own knowledge, then give them scoped access to the systems they need, like CRM, ticketing, databases and internal APIs, through well-defined tools. The hard part is reliability. We use orchestration (LangGraph, CrewAI), checkpointing, human-in-the-loop gates and observability so an agentic workflow is as dependable as traditional automation, with the added flexibility of reasoning and tool use.