I will design and build a multi agent ai system

Most "AI agent" gigs deliver a wrapped chatbot. I build production systems where multiple agents handle real work lead research, customer triage, document processing, follow-ups and only hand off to a human when needed.

What I build

- Lead-qualification agents that research, score, and draft outreach

- Support agents that triage email or chat and draft replies

- Document agents that extract data from invoices, contracts, and forms

- Internal knowledge agents that answer staff questions from your docs

- Operations agents that update CRMs, schedule meetings, and send alerts

Stack I use

Claude, OpenAI, and open-source LLMs · MCP servers · Python · Microsoft 365 & Power Automate · Google Workspace · Slack · Telegram · n8n · Cloudflare Workers. Right tools for your budget, not the most expensive.

Who this is for

Owners and operators of 150 person businesses who want fewer manual hours, not a science project. I scope tight, deliver working software, and make sure you can afford to run it.

Microsoft Partner. 20+ years in data and automation. Message me with the process you'd most like off your plate I'll tell you honestly if agents are the right fix.