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AI-Assisted Fault Detection for Industrial Processes and Buildings

Accountable
Natural Resources Canada (NRCan)
Functional Modes
Deciding (Analytical AI)
Human decides
Purpose
Energy Efficiency
Input Dataset
About a measurement Anonymized data
Algorithm or Model
Classification & Prediction
Output Dataset
A recommendation or prediction Anonymized data

This tool uses machine learning and causality analysis to automatically detect and diagnose energy inefficiencies, quality problems, and equipment malfunctions in industrial processes and buildings. It connects to databases, prepares data, and builds performance models without manual intervention. The system is used by both government employees and the public. Importantly, users are not currently informed that AI is being used.

Sources for this disclosure

This disclosure was drafted with AI assistance.

Schema: ai@2026-05-06-beta

Government of Canada – DTPR AI Register