Agentic Engineering
Multi-agent systems that reason instead of following rules. Intelligence, content, and execution agents wired into your CRM over MCP — with human-in-the-loop gates wherever the stakes are high.
Agentic engineering & AI go-to-market
You bought the tools and ran the automation, and the numbers still didn't move. I build agent systems that act on buying signals the moment they fire, and the GTM motions that turn them into booked revenue. Thirty minutes is usually enough to find where yours is stuck.
Previously
What I do
Multi-agent systems that reason instead of following rules. Intelligence, content, and execution agents wired into your CRM over MCP — with human-in-the-loop gates wherever the stakes are high.
The MQL is dead. I build the signal layer that tells you who to reach before they raise their hand, and the playbook that acts the moment a signal fires.
Your team loses about 40% of the week to work that shouldn't need a person. I find it, score it by ROI, and automate it into the stack you already run — no rip-and-replace.
Pipeline you can actually see. Autonomous CRM hygiene, deal-risk scoring, and forecasts built on signal velocity rather than gut feel.
How it works
Two weeks mapping where revenue actually leaks — manual handoffs, dead signals, broken data. Every candidate scored by what automating it would be worth.
The system design: which agents you need, what data they reason over, where they hand back to a human, and how it all integrates with the stack you already run.
Staged rollout with validation gates at each phase. Agents ship into production against real data — not a sandbox demo that falls over on contact with your CRM.
Decision logs, budget caps, and HITL frameworks. What works gets scaled, what doesn't gets diagnosed or cut, and your team gets the handoff package to own it.
No deck, no discovery theatre. Tell me where revenue is leaking and I'll tell you whether an agent system fixes it, what it would take, and whether you need me at all.
Book a 30-minute call