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AI-Assisted Text Analysis for Employee Surveys

Accountable
Canada Revenue Agency (CRA)
Functional Modes
Deciding (Analytical AI)
Human decides
Purpose
Employment & Work
Input Dataset
Operational data Anonymized data
Algorithm or Model
Language Models
Output Dataset
A recommendation or prediction Anonymized data

This system uses natural language processing and machine learning to analyze open-ended responses from employee surveys at the Canada Revenue Agency. It identifies patterns, clusters themes, and generates predictive and prescriptive insights to support evidence-based decisions about human resources programs. The system processes internal survey data and its outputs are used by Government of Canada employees in the Data Division. No personal information is involved in the analysis.

Sources for this disclosure

This disclosure was drafted with AI assistance.

Schema: ai@2026-05-06-beta

Government of Canada – DTPR AI Register