Private Platform — Anonymized
Private Family Coordination Hub (anonymized)
This case study is anonymized. No live link is published and identifying details have been generalized — the underlying project involves private information.
The Challenge
Years of family history and coordination were scattered across group chats, shared drives, and memory — nothing searchable, nothing archived safely, and no way for someone to ask a plain question and get an answer sourced from what the family actually has on record.
The Approach
Invite-only authentication with no open sign-up, a de-duplicated shared archive stitched together from multiple historical sources, private per-user document storage behind short-lived signed URLs, and a retrieval-grounded assistant that cites which archived item it pulled an answer from rather than answering from the open web.
The Outcome
Became the working prototype for the Business Agent offering — the same retrieval-plus-citation pattern, invite-only auth, and private storage model, generalized for any business that wants a grounded internal Q&A tool instead of a chatbot that guesses. No live link is published for this project; it contains private family information.
Stack
- Next.js
- Supabase (Postgres + pgvector + Auth + Storage)
- Provider-agnostic RAG