Make growth a system, not a guess
How I can help you
I help hyper-growth B2B SaaS teams turn user behavior into revenue — research to roadmap to a system that compounds, with AI speeding the work and surfacing insights faster.
Why choose me
Rigorous
Every win is validated, not lucky.
Revenue-driven
Focused on the number that matters.
Rapid
AI compresses the cycle so wins land faster.
My workflow
Assess
Understand where you are today — whether that's an established testing cadence or a blank slate — and where the revenue opportunity actually lives.
Focus
Decide what earns attention first: sometimes that's a structured test, sometimes it's just launching and monitoring to build momentum and learn fast.
Research
Dig into the data and user behavior to turn "where are we losing people?" into specific, testable ideas worth pursuing.
Run
Put the plan into motion on consistent measurement standards, so results are trustworthy from the first test onward.
Accelerate
Use AI to turn early wins into the next set of hypotheses and expand what's working across the funnel.
Systematize
Build the backlog, cadence, and standards that keep the program compounding long after handoff.