A working record of systems thinking, workflow design, and applied AI.
The operators who compound the fastest are not the ones with the best tool stack. They're the ones who understand what makes a workflow worth building in the first place.
Automating a task is not the same as creating leverage. One saves time. The other changes what's possible.
An AI-assisted workflow that scores and routes inbound leads in real time, reducing manual qualification time by 80% and surfacing the best opportunities before they go cold.
A fully automated client report that pulls live data, generates AI-written narrative summaries, and delivers a clean PDF to clients every Monday — without a human writing a word.
A multi-step AI agent that builds competitive landscape maps from a seed company or category — surfacing players, positioning patterns, and white space within minutes.
An AI agent that generates a structured call brief for any prospect — pulling company context, recent news, likely pain points, and suggested talk tracks — in under 3 minutes.