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Distribution AI Governance for Managing Operational Risk in Analytics Modernization Programs

Distribution organizations modernizing analytics need more than new dashboards and models. They need AI governance that protects service levels, inventory decisions, pricing integrity, compliance posture, and executive trust. This article explains how to design a practical governance model for analytics modernization programs, align architecture and operating models, reduce operational risk, and create measurable business value across ERP, data, and AI platforms.