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Every Canadian organization has an AI initiative. Most of them stall — not because the model failed, but because the moment legal, privacy, and governance teams enter the room, the data underneath can’t survive scrutiny. This episode argues AI isn’t a model problem. It’s a data trust problem. And in Canada specifically — with the incoming federal privacy statute carrying GDPR-scale fines, Bill C-8 on the horizon, and sovereign AI expectations rising — ungoverned data isn’t messy anymore. It’s a legal liability.
Date: August 4, 2026











