Six stages, in order.
The order carries information: research precedes architecture, architecture precedes implementation, and implementation is validated before it becomes a product.
Publish the research thesis and methodology underlying industrial intelligence.
Define the architecture: evidence layer, industrial entity graph, scenario engine, decision workspace, update history.
Build Atlas as the first reference implementation of the architecture, with Graphite America as its initial demonstration.
Extend reference implementations across additional domains: AI infrastructure, battery materials, industrial logistics, data centers.
Package validated reference implementations into commercial products, with architecture and product evolving independently.
Structured review with domain partners to pressure-test the methodology and implementations under real conditions.