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How Professional Services Firms Use AI to Improve Utilization Forecasting and Operational Visibility

Professional services firms are using AI to move utilization forecasting from spreadsheet-driven hindsight to operational intelligence. This article explains how predictive analytics, AI workflow orchestration, AI copilots, and integrated delivery data improve staffing decisions, margin control, and executive visibility without compromising governance, security, or partner operating models.