I buildproduct operating systems.

Diagnostic frameworks, customer-signal synthesis, experimentation infrastructure, and the AI agents now running parts of them.

Fifteen years turning data into decisions, most recently at Beautiful.ai.

Most product teams ship features. The best ones build the machinery.

Finding the real question, not just the loudest symptom.

Turning customer signal into product direction — continuously, not quarterly.

The systems and agents that do the work, including parts of my own job.

I've spent my career turning messy information into decisions people can actually act on.

RJMetrics

Analyst

Fell in love with data visualization. Learned that the chart is only as good as the question behind it.

Stitch Data

Product Manager

Spun out of an acquisition. Became a PM by building the pipes that made the data flow.

Snapdocs

Senior Product Manager

Complex workflows, high stakes, zero margin for ambiguity. Built the diagnostic instinct here.

Beautiful.ai

VP of Product Growth

Six years. One long exercise in installing the operating system — and teaching parts of it to run itself.

The tools have changed, but the problem hasn't.