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Agentic AI has moved decisively beyond experimentation in shared services and GBS. Organizations are no longer asking whether autonomous agents matter, they are grappling with how fast they must move, where control must sit, and what foundations are required to scale safely. This Visual Analytics Workbook surfaces the non-negotiables emerging from early adoption and highlights where leaders must intervene now to avoid stalled pilots, inflated expectations, and unrealized ROI. Published February 2026