`case_study`

J3D.AI

Real-time AI-powered workshop summary tool that generated live summaries and actionable next steps through interactive tools.

Problem

Workshops produce decisions and follow-ups in real time, but participants often leave with scattered notes and unclear next steps.

Role

Freelance Full-Stack Developer

What Avi built

Built an MVP that generated live summaries and actionable next steps through interactive tools.

Outcome

The MVP gave teams a concrete way to test real-time AI support for workshop capture and follow-through.

The project explored AI as a workflow assistant rather than a novelty layer. The product value came from helping people leave a live session with a clearer record of what happened and what should happen next.