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AI-Assisted Data Quality Verification for Financial Statistics

Accountable

Global Affairs Canada (GAC)

Functional Modes

Deciding (Analytical AI)

Human decides

Purpose

Planning & Decision-making

Input Dataset

Operational data Anonymized data

Algorithm or Model

Classification & Prediction

Output Dataset

A recommendation or prediction Anonymized data

Details

This tool uses algorithms, regression models, and data science techniques to automate quality-assurance checks on financial and project data managed by Global Affairs Canada's Statistical and Reporting Unit. It compares observed values against expected values, flags discrepancies, and generates QA status reports to help staff catch data entry errors more quickly. The system processes government operational data only — no personal information is involved. It is currently in development and used exclusively by government employees.