Built as a Capstone for CSC491 and paired with a real business model from CSC454, OwOLL is a startup-ready platform that transforms how UX researchers work. Our team of five automated the manual triage of user transcripts with a custom RAG pipeline, structuring feedback into tables, mind-maps via React Flow, and AI-powered summaries—delivering actionable insights in seconds instead of days.
RAG Pipeline
A custom retrieval-augmented generation system fetches relevant quotes and context, then synthesizes them into structured tables and narrative summaries using Cohere LLMs.
Mind-Map Visualization
Leveraging React Flow, we render interactive mind maps that let teams reorganize themes, cluster insights, and export to shareable formats.
AI-Powered Persona Generator
Fine-tuned models generate perspective-aware user personas that highlight pain points, motivations, and feature requests.
Collaboration & Export
Teams can comment on nodes, tag stakeholders, and export complete reports in PDF or JSON.
DevOps & CI/CD
Hosted on Next.js + Vercel, with a FastAPI backend and Supabase auth, containerized via Docker and orchestrated in GitHub Actions for zero-downtime releases.