Top 3 French Multinational Retail Group: Scaling AI-Powered Procurement for Global Retail

A multinational retail group with 320,000+ employees and ~$100B in revenue. The retail giant operates globally with thousands of users across sourcing, procurement, and design coordinating massive supply chains.

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Key Metrics

• 60% | Faster Identification of Trend-Aligned Suppliers
• 12+ | New Geographic Sourcing Regions Activated in 12 Months
• 2.5x | Increase in Product Research Throughput for New Categories

Moving Beyond Relationship-Driven Sourcing

A retail giant the size of this multinational group operates with thousands of users across sourcing, procurement, and design. Historically, their sourcing was "relationship-driven"—meaning decisions were often based on which vendors a specific buyer already knew or had worked with in the past. While effective for small teams, this model becomes a liability at a $100B scale, leading to vendor concentration, a lack of price competition, and potential compliance gaps.

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Designing a Scalable AI Workflow

The company undertook a massive digital transformation, onboarding hundreds of users onto SourceReady to shift toward a data-driven shortlisting process.

The goal was to standardize how every team, regardless of region or category, identified new partners. They integrated SourceReady’s AI-powered discovery tools directly into their compliance workflows, layering in customs data and global sanctions lists. This ensured that any vendor surfaced by the AI was not only capable of producing the goods but was also fully cleared from a regulatory standpoint before engagement began.

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The Results

By moving to an AI-forward sourcing system, the retailer broke its reliance on individual buyer relationships.

• Unified Shortlisting: Hundreds of users now follow a standardized, data-backed process for vendor selection.
• Compliance Integration: Customs and sanctions data are now checked automatically at the top of the funnel, rather than as an afterthought at the end of the process.
• Enterprise Scale: The group created a repeatable, scalable engine that allows them to onboard new product categories and regions with a consistent level of rigor and speed.