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Applications

Applications are lenses onto the knowledge fabric.

In the Institutional Intelligence model, the durable asset is what the organization knows — not the software used to view it. Every application here is a lens onto the shared fabric, inheriting reasoning, knowledge, governance, and security from IIOS. Swap the lens; the knowledge stays.

The relationship

One fabric, many lenses

Rather than rebuilding data models, security, and reasoning for each use case, applications compose on the shared IIOS foundation and compound in value as the knowledge fabric grows. Read why the fabric — not the application — is the system of record in The Thesis.

Reliability Intelligence

Predict degradation and failure across rotating and fixed assets. Built on the graph, every prediction is traceable to the events and evidence behind it.

Asset Performance

Optimize maintenance strategy against real operating context. The application reasons over asset history, work orders, and signals unified in IIOS.

Process Safety

Surface safety-critical deviations and their causal chains. Confidence scoring and citations make every alert defensible and auditable.

Operational Excellence

Close the loop between planning and the plant floor with reasoning grounded in a governed, enterprise-wide operating picture.

Why build on IIOS

Applications inherit the platform

What used to take a bespoke data engineering and ML program becomes application logic on top of infrastructure that already reasons, governs, and scales.

Unified knowledge
One Industrial Knowledge Graph across every application
Shared reasoning
The reasoning engine and confidence scoring are platform services
Inherited governance
Sovereignty, permissions, and audit apply automatically
Compounding value
Each application enriches the graph for every other

Build your own

Use the Developer Platform to build custom Cognitive Enterprise applications on IIOS — with the same graph, reasoning, and governance that power our first-party applications.

Developer Platform

Deploy applications on a foundation that compounds.

Build Cognitive Enterprise applications on IIOS and let your industrial knowledge grow more valuable over time.