Users need help to finish key tasks.
The flow is built, but the screen does not explain the next decision.
Product design for AI and fintech teams.
I help funded teams make complex products clearer, easier to use, and easier to ship.
The problem
The product works, but users still hesitate.
This is common in AI and fintech. The technology works, but the interface does not make the next step clear enough.
Buyers say the product needs more polish.
Often they mean the product is hard to understand or does not feel ready.
AI outputs get checked somewhere else.
Users cannot see enough context to decide whether to rely on the result.
Onboarding loses people at sensitive steps.
Account linking, identity checks, and financial data asks need clearer setup.
Where I help
Common product problems.
AI outputs users do not act on
The result may be useful, but the product does not show enough context.
- Symptom
- Users pause, double-check elsewhere, or ask someone before using the result.
- Underlying problem
- The output lacks confidence, source context, reasoning, or a clear way to correct it.
- How I help
- Make the output easier to judge, edit, and recover from when it is wrong.
Fintech onboarding drop-off
Sensitive steps fail when users are asked for too much too soon.
- Symptom
- People leave when asked to connect accounts, verify identity, or share financial data.
- Underlying problem
- The product asks for sensitive information before users understand why it is needed.
- How I help
- Improve the order, copy, risk language, and control users see before the ask.
Complex workflows that need support
Important product flows should not require a call, tutorial, or internal expert.
- Symptom
- Users only finish after calling support, watching a tutorial, or asking a colleague.
- Underlying problem
- The workflow follows internal logic instead of the user's decision process.
- How I help
- Restructure the steps, language, and hierarchy around how users make decisions.
Services
Ways to work together.
Ongoing
Fractional Product Design Lead
Senior product design support for teams that need product direction, better flows, and hands-on UI work without a full-time hire.
- Product and UX direction
- Core flow and UI design
- Design system guidance
- Design review
- Founder, PM, and engineering collaboration
How I work
Find the problem. Fix the flow. Help the team ship.
Find
Identify where users get confused, hesitate, or drop off.
Restructure
Fix the flow, decision points, and information hierarchy.
Design
Create clear screens and states engineers can build from.
Improve
Set review habits and patterns so quality keeps improving.
About
Senior product design judgment for AI and fintech teams.
I work with funded teams that need senior design help across product strategy, UX architecture, interface design, and design quality. The focus is products where trust, clarity, and user confidence affect adoption.
Discuss an engagementWriting
Why technically capable AI products still fail user trust
The model works. The workflow exists. Users still hesitate. Here is what the interface is missing.
Read the latest piece