An AI agent that actually finishes a workflow, not a chatbot that answers questions and stops.

This is for a business that has one repetitive, multi-step process eating staff hours — lead qualification, document processing, internal research, order handling, support triage — and wants software to own it end to end.

What I build is not a prompt wrapper. It is a system with real logic: the agent decides what step comes next, calls your tools and APIs, handles the cases where something fails, and escalates to a human when it should instead of guessing.

How the work runs:

Week 1 — we define what "working" means in your terms before any code. Which process, what counts as a correct outcome, what the agent must never do on its own, which systems it connects to.

Week 2 — I build it. Agent logic, tool and API integrations, error handling, retries, and logging so you can see what it did and why.

Week 3 — we run it against your real cases, fix what breaks, and hand it over with documentation and a recorded walkthrough.

Built with LangChain, LangGraph, CrewAI, MCP, Claude and OpenAI, on a Python or Node backend. Which pieces get used depends on your process — I pick the stack after we scope it, not before.

You get 30 days of support after launch, because the real edge cases only show up once it meets live traffic.