Proof Bridge
Human-Proofing AI with Verified Insights
ProofBridge Design
I bridge what AI reads about the world with what people actually live. Turning real life Insights into verified truth for better digital experiences
Our Mission
To human-proof AI products by verifying outputs against grounded human methodology, inspired by "don't trust, verify" principles.
Our Vision
A future where AI enhances human experiences without replacing the irreplaceable: Real-life insights and contextual truth.
Services
We provide AI UX audits, transparent reasoning frameworks, and workshops to ground LLMs in real human data. Starting projects "outside borders" with fieldwork research, we act as translators between real-world experiences and the digital realm.
Key Expertise
User Research & Insights
Conducting interviews, surveys, and usability testing to identify pain points and opportunities in AI apps, fintech platforms, and more.
Product Design Leadership
From ideation to execution, designing scalable UX for financial services, ensuring seamless integrations with developers and stakeholders.
User Research & Insights
Conducting interviews, surveys, and usability testing to identify pain points and opportunities in AI apps, fintech platforms, and more.
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