Designing for AI Adoption
Incremental Improvements

Designing the Knowledge Loop

05 bite-sized UX + AI case studies on asking, answering, and managing knowledge in an AI-powered knowledgebase.

In my three years at KNOWRON, the big launches mattered, but the daily challenges mattered more. Here’s a glimpse into what I built and learned with a lean, fast-moving team built on tight collaboration and rapid iteration.

My Role:
Senior Product Designer

Project Highlights

This series covers practical design interventions I led to improve onboarding, build trust, and support everyday use of AI features. The focus is on incremental changes that made complex tools easier to understand and adopt.

This is one of five focused design stories covering AI onboarding, prompting, search trust, and knowledge capture.

Read four more here.

This is one of five focused design stories covering AI onboarding, prompting, search trust, and knowledge capture. Read four more here.

One of several short case studies on making AI tools clearer, more trustworthy, and easier to adopt.

Explore the rest here.

One of several short case studies on making AI tools clearer, more trustworthy, and easier to adopt. Explore the rest here.