AI Experience and Logic Audits
Find the confusing handoffs, brittle flows, vague agent behavior, and trust gaps that quietly damage retention.
- Experience debt review
- Agent flow mapping
- Interaction and trust recommendations
Services
I help teams diagnose messy product experiences, design clearer systems, and ship premium interfaces that hold up under real use.
Core Engagements
Three ways to engage, from strategic diagnosis to full interface and brand systems.
Find the confusing handoffs, brittle flows, vague agent behavior, and trust gaps that quietly damage retention.
Turn complex product requirements into calm, legible interfaces with strong IA, clear workflows, and polished UI.
Build a sharper visual identity and product language that feels consistent across every touchpoint.
Process
Understand the actual product, users, constraints, and failure points.
Expose the flows, decisions, states, and system logic behind the experience.
Shape the interface and interaction model with hierarchy, restraint, and precision.
Check clarity, edge cases, accessibility, and implementation feasibility.
Document the system and support the build with practical design decisions.
Deliverables
Each engagement is scoped around decisions the team can act on immediately.
Experience review, friction map, priority risks, and design recommendations.
Information architecture, user journeys, flow diagrams, and state models.
Wireframes, high-fidelity screens, interaction notes, and responsive states.
Reusable components, typography and color rules, and implementation guidance.
Positioning, visual direction, roadmap priorities, and stakeholder alignment.
The work connects product diagnosis, interface clarity, and system thinking so teams can actually act on it.
Start Here
Before adding another feature, diagnose what is making the experience feel unclear, untrusted, or hard to use.
Contact
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