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This article explains how AI is used in hiring today, from candidate sourcing and screening to candidate engagement. It also outlines how AI can help companies improve hiring speed and quality and what to consider when implementing these tools in practice.

Enterprise delivery is shaped by long timelines, structured processes, and multiple layers of coordination. How engineering teams experience this work depends largely on internal clarity, communication, and support. This text looks at the human side of working with Canadian enterprise clients and the role HR plays throughout complex delivery.