Community-based intelligence infrastructure, powered by Elle — one corpus-grounded intelligence with a memory she can see but never rewrite. It exists for people who don't have a staff of lawyers or analysts standing by, and it is built so the people it serves can check the work.
Built and operated directly by Stewart Barteau. The commercial side — Elle, Optimus, the Analysis Engine, Atlas Edu, the Small Business Hub — runs pre-LLC on purpose, so the beta proves itself before the paperwork does.
The Observer runs as an independent research initiative — not yet a 501(c)(3) — with its own public transparency and funding-ethics disclosures.
Elle is built on four frameworks — NECAI-F, the Observer Series, RBDA and κ(T,t) — that treat coherence as measurable rather than claimed. The short version: don't flatten a live question, hold many readings at once, anchor so you can't quietly drift, and keep a live number for how well it is holding together.