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AI Strategies for Professional Services Organizations Facing Fragmented Operational Data

Professional services firms often struggle to scale AI because delivery, finance, CRM, support, and knowledge data live in disconnected systems. This article outlines a business-first AI strategy for turning fragmented operational data into operational intelligence, better forecasting, faster service delivery, and stronger governance without creating unnecessary platform sprawl.