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AI Margin Intelligence for Professional Services: Connecting Delivery Operations to Financial Decision Support
Professional services firms often see revenue, utilization, project delivery, and profitability in separate systems, which delays action when margins begin to erode. This article explains how AI margin intelligence connects delivery operations to financial decision support, combining operational intelligence, predictive analytics, AI workflow orchestration, and governed enterprise integration to improve pricing, staffing, forecasting, and executive control.