I solve real problems for
early-stage teams.

I take unclear, high-stakes problems and turn them into systems,
decisions, or products.

I work best with founders who want clarity, not consensus.

Product thinking, systems design, and execution across startups, enterprise
SaaS, and AI platforms.

Get in touch See how I work

How I work with founders

Start with the real constraint

I identify what is actually blocking adoption, revenue, or progress instead of treating surface symptoms.

Own the problem end to end

From framing to solution design to execution and validation. I do not stop at decks.

Ship something real

A working MVP, internal tool, system, or analysis that you can react to and use.

Decide next steps together

If the work is useful, we decide how to continue. This can include a Summer 2026 collaboration.

A real adoption problem I solved

PROBLEM

An AI platform struggled with adoption because underlying data was not ready, despite heavy investment.

WHAT I DID
  • Spoke with senior stakeholders to isolate the real adoption blocker
  • Registered as an ISV and gained platform-level access
  • Built an MVP that connects via OAuth and analyzes organizational data
  • Produced a clear adoption readiness signal
  • Identified exactly which datasets needed fixing before rollout
OUTCOME

Turned a vague adoption concern into a concrete, actionable decision system.

Problems I can help with

Why is this not working the way we expected?
Are we solving the right problem at all?
Is this an execution issue or a strategy issue?
What would we do differently if we had clarity?
What is the fastest way to de-risk this decision?
What would we build if we had to decide this week?

Let us do one real problem.

If you have a problem you want solved, not discussed, send it over.

I will spend 24 to 48 hours working on it and show you something concrete.

If it is useful, we decide how to continue.

Get in touch