SPARSE SUPERNOVA

What We Do

Build sparse systems from proven primitives.

Sparse Supernova gives customers access to domain-agnostic sparse primitives and trust modules that can be used to build low-compute, governable applications across multiple industries.

The flagship primitive is USAD — the Universal Sparse Anomaly Detector.

USAD allows teams to detect meaningful deviation across data streams, sensors, infrastructure, finance, cyber, logistics, scientific data, vision systems and operational workflows — without needing to design a new anomaly engine for every domain.

Customers use the primitives to build systems that are:

• Sparse by design — less data, less compute, less noise.
• Domain-agnostic — reusable across industries and use cases.
• Governable — able to support receipts, thresholds, confidence and audit trails.
• Low-compute — suitable for lightweight, edge, browser, worker and cloud environments.
• Carbon-aligned — reducing unnecessary processing and data movement.

The primitives sit at the foundation. Customers build sparse applications and vertical solutions on top of them. Where orchestration, memory, routing, governance, workflows and receipts are needed, Novas can sit above the system as an optional governed runtime layer.