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Professional Services AI for Improving Margin Visibility Across Client Engagements
Professional services firms often discover margin erosion too late, after utilization, scope, delivery effort, subcontractor costs, and billing leakage have already reduced profitability. This article explains how Professional Services AI can improve margin visibility across client engagements by combining AI-powered ERP, project accounting, forecasting, intelligent document processing, and executive decision support. It outlines a practical operating model, implementation roadmap, governance approach, and decision framework for CIOs, architects, ERP partners, and consulting leaders seeking earlier insight and better control.