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How AI Supports Retail Finance and Operations Through Unified Intelligence Architecture

Retail leaders are under pressure to improve margin, cash flow, inventory accuracy, workforce productivity, and customer responsiveness at the same time. A unified intelligence architecture helps finance and operations teams use AI across planning, reconciliation, forecasting, exception management, and decision support without creating new silos. This article explains what that architecture looks like, why it matters, how to govern it, and how enterprise teams can implement it with measurable business value.