Canadian businesses now treat trust and accountability as strategic necessities rather than simple compliance checkboxes. Poor data governance creates liability and erodes user confidence. Companies implementing strict evidence-based frameworks gain a competitive edge over less transparent peers. Practitioners must prioritize data lineage and auditability to ensure their AI deployments remain viable and trusted.