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215 articles · 12 per page
Article
Single Source Ep. 7: Product Data from Excel to AI
Nathalie
· 2026-05-13 · 4 min read
Single Source Ep. 7: the origin of product data, from Excel to AI-driven PIM. Why most catalogs were never designed for models, only accumulated.
Article
How PIM Became the Heart of Product Data Architecture
Nathalie
· 2026-05-13 · 16 min read
ERP-first or PIM-first? Why the first entry point for product information is a commercial choice, not an IT detail, and how architecture follows.
Article
Europe’s Packaging Rule Is a Data Problem, Too
Stephan Spijkers
· 2026-04-23 · 11 min read
Europe's PPWR packaging rule is a data problem. Since early 2025 the regulation stopped being tomorrow's project. What your PIM must now be able to prove.
Article
Single Source Ep. 5: B2B PIM Unpacked vs ERP Limits
Nathalie
· 2026-04-21 · 4 min read
Single Source Ep. 5: B2B PIM unpacked. Why ERP as the product source of truth no longer cuts it when channels, AI, and customers need richer data.
Article
Tesco Tries QR Codes on Sausages as Barcodes Fade
Stephan Spijkers
· 2026-04-20 · 11 min read
Tesco is trialling QR codes on sausages in about 30 stores. What a fading barcode era means for product data, packaging, and how shoppers scan.
Article
Gen Z Shops with AI. Retailers Must Clean Product Data
Stephan Spijkers
· 2026-04-19 · 8 min read
Gen Z trusts AI to shop, so retailers are rushing to clean product data. Why incomplete records now drop you from answers, not just from rankings.
Article
What AI Inside a PIM Actually Does - and Where It Breaks
Nathalie
· 2026-04-17 · 15 min read
What AI and generative AI inside a PIM actually do, where they break, and a staged roadmap with governance and Digital Product Passports in mind.
Article
Tesco Tests an AI Assistant for Aisles and Product Data
Stephan Spijkers
· 2026-04-16 · 9 min read
Tesco is testing an AI assistant for aisles and the data closet behind them. What supermarket automation now demands from product information.
Article
PPWR Is Coming: Is Your Packaging Portfolio Ready?
Nathalie
· 2026-04-16 · 4 min read
PPWR is coming: is your packaging portfolio ready? Most brands know the regulation; fewer know if the packaging data model can carry the weight.
Article
The Product Data Problem No One Is Fixing Fast Enough
Nathalie
· 2026-04-15 · 7 min read
This is the first in a three-part series on AI and Product Information Management. Part 2 examines what AI actually does inside a PIM - and where it fails. Part 3 covers…
Article
Skills, Agents & MCP: AI Product Data Architecture
Nathalie
· 2026-04-15 · 2 min read
Crystallize x PIMvendors: skills, agents, and MCP as the new architecture for AI-driven product data. Watch how agents become first-class PIM users.
Article
PPWR Turns Packaging Compliance Into a Data Test
Stephan Spijkers
· 2026-04-15 · 10 min read
PPWR turns packaging compliance into a data test. What if a retailer asked today for proof every pack is recyclable? Your PIM would have to answer.
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