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AI Strategy for Manufacturing Executives Seeking Better Operational Forecasting and Workflow Governance

Manufacturing leaders need more than isolated AI pilots. They need a practical AI strategy that improves operational forecasting, strengthens workflow governance, and aligns plant execution with enterprise decision-making. This guide outlines the business case, architecture choices, governance model, implementation roadmap, and executive decision criteria required to scale AI responsibly across manufacturing operations.