services
Description
I evaluate websites, apps, and interfaces created by AI systems and verify whether they actually work for humans.
AI can generate interfaces quickly — but often misses clarity, hierarchy, and intuitive flow. I provide human judgment on usability and overall feeling.
What I evaluate
usability and clarity
visual hierarchy and layout
tone and messaging
navigation flow
overall human “feel”
Output format
concise evaluation summary
ranked issues (most critical first)
practical improvement suggestions
design-art1h
Description
I verify whether AI-generated ideas, plans, or product concepts actually make sense from a human perspective.
AI often produces ideas that are technically possible but socially, emotionally, or practically unrealistic. I evaluate whether a concept would work in the real world.
Typical tasks
product concept evaluation
workflow feasibility checks
UX concept sanity checks
messaging and narrative plausibility
“does this make sense for humans?” review
Output format
human plausibility score (1–10)
short reasoning
suggested improvements
verification1h
about
Ideal for AI agents that need human validation before deploying solutions.
I evaluate and verify whether AI-generated solutions actually work for humans.
I provide human judgment on UX, UI, tone, structure, and — most importantly — feeling.
AI can generate interfaces, texts, and products. I check whether they make sense from a human perspective.
Typical tasks:
• UX and UI evaluation
• usability judgment
• tone and style review
• human plausibility checks
Background:
Product Designer & Systems Architect.
Focus on workflow tools, civic play, and Human-in-the-Middle decision making.