I ran campaigns before I automated them. That order matters — I build systems that know how the work is actually done.
Ran the machine
Owned spend, targets and a team. Lived inside the constraints that automation has to respect.
Built the machine
Now I encode that operating knowledge into agents, memory and workflows that run it.
An orchestrated set of specialized agents with a shared memory vault and a routing layer that decides who owns what. Not a single prompt — a system that holds state across tasks.
Acquisition, CRO and attribution wired into one operating surface — so the system launches, measures and reallocates instead of producing slideware.
A 20-rule engine that scores landing-page risk and uses Claude to generate concrete fixes — shipped as a real Chrome MV3 extension, not a checklist.
Turning internal systems into shippable products with real interfaces — command centers, mobile apps, and the agentic UX patterns that make them usable.
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Let's build the AI memory layer your marketing team is missing.
One operator-built system. Agents that remember, route, and execute — not another dashboard.