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AI-Assisted Big Data Processing for Statistical Surveys

Accountable
Statistics Canada (StatCan)
Functional Modes
Deciding (Analytical AI)
Human decides
Purpose
Planning & Decision-making
Input Dataset
Operational data Pseudonymous data
Algorithm or Model
Classification & Prediction
Output Dataset
Operational data Anonymized data

Statistics Canada uses machine learning models to process large volumes of administrative and commercial data — such as retail scanner records, satellite images, and financial transactions — in order to produce national statistics. This system reduces the burden on businesses and individuals who would otherwise need to respond to surveys. The outputs are statistical aggregates used internally by government employees, not decisions made about specific individuals.

Sources for this disclosure

This disclosure was drafted with AI assistance.

Schema: ai@2026-05-06-beta

Government of Canada – DTPR AI Register