From industrial reality to decision support.
This describes the DT4I architecture specifically — it is not a claim of a universal runtime that generalizes to unrelated domains. Atlas is the execution layer built on top of it.
Industrial reality becomes decision support in seven steps.
Methodology, architecture, implementation, and product are kept distinct.
DT4I separates four layers: methodology, reference architecture, reference implementations, and commercial products.
This separation allows the architecture to remain stable while products built on top of it evolve independently. A commercial product can change its interface, pricing, or scope without requiring a change to the underlying methodology — and the methodology can be revised without breaking a specific implementation's contract with its architecture.
Published on DT4I
Documented on this page
Atlas, and future implementations
Built from validated implementations
Each layer does one job.
What each layer is responsible for.
Ingestion points for structured and unstructured source material.
Normalizes signals into sourced, timestamped evidence records.
Sites, companies, routes, regulations, and the dependencies between them.
Constructs and compares named scenarios against the entity graph.
Tracks identified risks, their status, and which evidence supports them.
Where a specific decision is framed against the current map and scenarios.
Versioned record of how the map, evidence, and scenarios changed over time.