ai
AI Resource Planning for Professional Services: Improving Margin Visibility Through Workflow Intelligence
Professional services firms rarely lose margin in one dramatic event. It erodes through fragmented staffing decisions, delayed time capture, weak forecast accuracy, unmanaged scope changes, and poor visibility across delivery workflows. This article explains how AI resource planning, AI-powered ERP, and workflow intelligence can help leaders improve margin visibility, strengthen utilization decisions, and build a more governable operating model inside Odoo-led enterprise environments.