Foundation is the data platform (storage, catalog, pipelines, policy). Nexus is the API surface—including analytical ML and statistics exposed as callable models. Intelligence is where teams use dashboards and an agent on top of the same definitions.
The stack
Platform first, then APIs and models, then operator UX—not three interchangeable API products.
Data platform
Foundation
Where data lands, is governed, and is prepared—storage, catalog, pipelines, policy.
Foundation is your data platform: ingestion into governed zones, metadata and lineage in the catalog, orchestrated pipelines, and enforcement of quality and access before anything is exposed downstream. It is not a dashboard and not a bundle of product APIs—it is the substrate Nexus and Intelligence build on.
Lakehouse-style zones (raw → curated → consumption)
Unified catalog, lineage, and data quality gates
Policy and identity integrated with how data is stored and moved
APIs & analytical models
Nexus
A coordinated set of APIs—plus ML and statistics models you call like any other endpoint.
Nexus exposes REST and event interfaces grouped by domain. Alongside transactional and query APIs, it hosts analytical and statistical models (forecasting, anomaly detection, scoring) as versioned, callable surfaces—so applications and batch jobs share the same contracts instead of forked notebooks and ad hoc services.
Domain API groups with stable OpenAPI-style contracts
Analytical ML and classical statistics exposed as named model endpoints
Observable routing, auth, and rate limits across the whole API plane
Dashboard & agents
Intelligence
Operator-facing dashboards and an agent that reasons over metrics and takes actions.
Intelligence is the experience layer: curated dashboards wired to semantic metrics from Nexus, and an agent that can answer questions, explain drift, and propose or execute allowed actions against the same governed definitions. It sits above the platform and APIs—never a second source of truth.
Role-aware dashboards and KPIs tied to catalog definitions
Agent with tools for query, explanation, and guarded automation
Designed to delegate to Foundation and Nexus—not duplicate them
Sample analytical surface
Representative data for each layer, structured for quick review. Open Raw response to inspect the JSON contract for integration or documentation.
Interactive demo
These are three different kinds of systems, not three parallel “product APIs.” Foundation is the data platform. Nexus is the API + model surface. Intelligence is the dashboard + agent experience on top.
Pick a layer to see what that layer exposes in this sample. Raw JSON is available at the bottom for engineers.
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