
Article
The Commerce Stack Explained: ERP, PIM, OMS, WMS and Who Owns What
ERP, MDM, PIM, DAM, OMS, WMS and the pricing engine: which system owns which data, how they connect, and where the boundaries sit. With an interactive map.
Knowledge base
Independent PIM research written by practitioners who sit in selection rooms, not a vendor desk, and not a content mill.
Core
What PIM is, how to select one, and how it fits the stack.
93 piecesSignal
M&A, pricing shifts, and landscape moves that change the shortlist.
122 piecesField
How teams actually rolled out PIM, DAM, and MDM.
15 piecesAI
Where AI helps product content - and where it still needs humans.
2 pieces
Article
ERP, MDM, PIM, DAM, OMS, WMS and the pricing engine: which system owns which data, how they connect, and where the boundaries sit. With an interactive map.
Article
What product data quality is, how to measure it, who owns it, and a seven-step way to improve it: dimensions, governance roles, metadata, taxonomy and AI.
Article
GS1, ETIM, ECLASS and BMEcat explained: what each standard does, which one fits your trade, and how a PIM uses them to exchange product data.
Article
PPWR packaging compliance is a product data problem. What changes and when, who owns the data, what to model in a PIM, and how EUDR and FSMA 204 traceability fit.
Foundational and practical product-data research.
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Latest: Bring your worst supplier file to the PIM demo
Browse 122 articlesField evidence from real programs.
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Market notes and event coverage when the landscape actually shifts.
Implementation stories from selection through go-live.
Practical AI for enrichment, search, and answer engines.
Occasional market notes and new research. No pitch decks, no weekly noise.
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