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AI-Assisted Qualitative Analysis for Program Evaluation

Accountable
Canadian Heritage (PCH)
Functional Modes
Understanding (Semantic AI)
Human decides
Purpose
Planning & Decision-making
Input Dataset
Operational data Anonymized data
Algorithm or Model
Language Models
Output Dataset
A recommendation or prediction Anonymized data

This system uses ChatGPT Teams to help Canadian Heritage employees analyze large amounts of qualitative information — such as interview notes, survey responses, and literature reviews — to identify themes and patterns for program evaluation. It also provides plain language editing support for reports. The tool operates on non-personal, non-protected information only, and is currently in a pilot phase to gather best practices before wider adoption.

Sources for this disclosure

This disclosure was drafted with AI assistance.

Schema: ai@2026-05-06-beta

Government of Canada – DTPR AI Register