Audit
Map the primary task, broken states, duplicated patterns and trust risks.
AI PRODUCT DESIGN
AI made building fast. Product design makes the result coherent.
I help AI-native startups and SaaS teams turn fast-built interfaces into products with clear flows, complete states, reusable rules and trustworthy AI behavior.
5–10 daysFixed scopeNo retainer
WHEN TO USE THIS
The code works, but the product still feels provisional.
- Flow debt. Screens exist, but the user journey follows implementation history instead of user intent.
- State debt. Loading, error, empty, permission and recovery states are incomplete.
- System drift. Generated UI introduces duplicate components, spacing and interaction rules.
- AI trust gaps. Users cannot tell what the system is doing, what changed or how to recover.
SCOPE
One critical product problem, turned into reusable infrastructure.
Redesign
Fix the smallest flow that can change perceived product quality.
Systemize
Turn decisions into components, tokens, states and implementation notes.