The public, per-entity knowledge contract Doozer emits so external AIs can ingest the network — the outward-facing twin of the inward Brain.
The Atlas is Doozer's outward AI knowledge emission: a public, structured projection of what the network knows, published so external AIs and agents can ingest it. It is the mirror image of the Brain — Brain is inward (how Doozer understands itself, this bundle you are reading), Atlas is outward (how the world's AIs understand Doozer).
Every entity emits a public /.well-known/doozer-atlas document (okfEntityFor*() in includes/okf-engine.php) for its type: Business, Cloud, Directory, Event. The Atlas owns the CONTRACT — a derived projection over live data. There is no separate graph database; the Atlas is materialized from the same tables that render the pages, so it can never drift from reality.
Search is shifting from links to answers. If an AI is going to answer "what's a good florist near West Milford," Doozer wants the network to be the citable, machine-readable source, with accurate structured data (hours, geo, niche, reviews, events). The JSON-LD on vertical directories is the same instinct at the page level. This is a moat: a network that is legible to AIs, by design, is the one that gets cited.
This knowledge/ OKF bundle (exportable as one portable .zip via Admin → Doozer Brain) is the Brain. The Atlas is the per-entity public feed. Both use the same OKF engine and the same "it's just files / it's just structured data" philosophy (see OKF adoption). Grow the Brain and the Atlas gets richer context to project.