Data Layer
Connector orchestration, ingestion validation, temporal normalization, and replay-capable storage.
Platform
Composed for reliability, observability, and controlled release velocity.
The platform architecture is designed to make complex model and data systems understandable, testable, and governable in production.
Model Layer
Feature pipelines, deterministic training contracts, evaluation baselines, and drift monitoring.
Control Layer
Policy checks, release evidence artifacts, access policy enforcement, and incident response hooks.