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How AI Is Reshaping Professional Services Operations Through Workflow Intelligence and Visibility

Professional services firms are using AI to improve workflow visibility, resource planning, delivery quality and margin control. This article explains where workflow intelligence creates measurable business value, how to design an enterprise-ready operating model, and what leaders should prioritize to scale AI responsibly across services operations.