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AI-Assisted Change Risk Correlation for IT Governance

Accountable
Canada Revenue Agency (CRA)
Functional Modes
Deciding (Analytical AI)
Human decides
Purpose
Safety & Security
Input Dataset
Operational data Anonymized data
Algorithm or Model
Classification & Prediction
Output Dataset
A recommendation or prediction Anonymized data

This AI chatbot helps Canada Revenue Agency's Change Advisory Board analyze proposed IT change requests by correlating them against hundreds of thousands of past incidents and change records to flag potential risks before changes are approved. It operates at a speed and scale beyond human capacity, surfacing patterns a reviewer might otherwise miss. The system is currently in development and does not process personal information. Its outputs advise human board members, who retain final decision-making authority.

Sources for this disclosure

This disclosure was drafted with AI assistance.

Schema: ai@2026-05-06-beta

Government of Canada – DTPR AI Register