An open-source AI agent for outbound leads — the research, qualification, and follow-up loop handled by a tool-using agent rather than a sequence of manual steps.
The problem
Outbound is a research problem wearing a sales costume. The work is finding the right context on a prospect and acting on it — which is exactly the shape of task an agent with tools can do, and exactly the shape a template cannot.
How it works
- A tool-using agent handles the outbound loop end to end rather than firing a fixed sequence of templated steps.
- Built in Python and released open source, so the agent’s reasoning and its tools are inspectable instead of hidden behind a SaaS dashboard.
Why it exists
Agentic AI is most convincing where the task is open-ended and repetitive at the same time. Outbound qualifies on both counts.
More work
Hiring for AI or ML?
I am open to AI/ML Engineering, Data Science, and Python roles, plus research collaborations and consulting. New York based, shipping worldwide.