Capabilities

Where I’m most useful.

Most of my work falls into a few patterns. If you see yourself in one of these, we should talk.

Product Strategy & Leadership

When you need a fractional product partner to align founders, product, and go-to-market teams, I help clarify the bets, decide where automation or AI actually belongs, and drive tricky products from idea to adoption.

Product UX & Delivery

When you have fuzzy product ideas, I define the objects, states, and flows so we can ship a clear first version. From onboarding and customer touchpoints to using vibe-coded and Figma prototypes to test the experience before we commit.

Data & Insights

When you have data but no clarity, I shape the metrics, reporting, and AI-assisted analysis to answer what's going on and if it's working for product, growth, support, and leadership.

Workflows & Tools

When your teams runs on hacks and scattered tools, I design and refine the underlying workflows and internal tools for ops, support, and success, so the day-to-day work gets done with less friction.

Craft

Making a product feel right.

It's the little and subtle details that change how products feel and are used.

Paced Complexity

So people can start simple, build trust, and grow into the power of the product without feeling overwhelmed.

Trustworthy Metrics

Numbers that line up with how the business actually works so people believe them.

Clear Object Models

So teams are talking about the same things in the same way, with honest naming that matches how people think and work.

Calm, Legible Interfaces

Especially when the system and data underneath are messy or intense.

States & Edge Cases

Because most of the pain lives in error states, empty states, and weird paths along the decision flow.

Hidden Humans

Surfacing and reducing the manual glue work that keeps systems "working", often carried by support, ops, and community teams.