Unifying apparel & accessories analytics with a Universal Semantic Layer

See how leading fashion brands turn fragmented data into a single, trusted source of truth for faster, smarter decisions. 

What’s inside 

Learn how brands like GUESS, Tapestry, Vuori, Victoria’s Secret, and Urban Outfitters are modernizing their data foundation to align merchandising, supply chain, and store operations on consistent metrics across channels and regions. 

This Apparel & Accessories Solution Guide shows how a Universal Semantic Layer helps retailers standardize product and customer definitions, unify KPIs like margin, sell-through, and inventory, and extend trusted, governed data to every team and tool, from dashboards to AI copilots.  

Key insights include: 

• How to move from data chaos to “retail clarity” with a universal semantic layer 
• Ways to accelerate assortment planning, pricing, and promotion analysis with consistent, AI-ready metrics 
• Techniques to scale governed self-service analytics while maintaining security and compliance
• Real-world examples from fashion leaders on building a unified data foundation for modern fashion retail