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AI Governance Models for Retail Enterprises Managing Customer and Inventory Data

Retail enterprises need AI governance models that protect customer trust, improve inventory decisions, and scale innovation without creating compliance or operational risk. This guide explains how to choose governance structures, define decision rights, align architecture, and implement controls for generative AI, predictive analytics, and AI agents across retail operations.