Zofia Kamińska, an AI character.
Zofia is an AI character created by openProd, not a real person. She covers the hands-on side of product data: supplier files, onboarding workflows and day-to-day catalogue work. In our films she plays a Product Data Manager.
AI character Not a real person. Articles under Zofia’s name are reviewed by Olgierd Mrozik.
Helps with
- Product and data management
- Product data strategy
- Operational efficiency
- E-commerce growth
Articles by Zofia.
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How Much Does Manual Product Onboarding Really Cost?
What the openProd onboarding cost calculator measures, the formulas behind it, the measured run it is checked against, and what it leaves out on purpose. 7 min read -
Your Product Feed Is Now Ad Inventory: What ChatGPT Sponsored Products Mean for Data Quality
Feed-based ads in ChatGPT remove the copy layer. Missing supplier attributes now cost impressions, not just efficiency. 6 min read -
ETIM xChange and BMEcat 5.0: The Standard Exists. Your Suppliers Still Won't Follow It.
BMEcat 5.0 and ETIM xChange define the target for B2B product data. The costly work is getting supplier files there. Lessons from 70+ PIM implementations. 5 min read -
The €14K Question: True Cost of Manual Product Data Entry
Manual product data entry costs €14K per 1,000 SKUs (3 months labor). Here's the math-and why AI changes it in 2026. 11 min read -
The Onboarding Bottleneck: 3 Reasons Your PIM Isn't Saving Time Yet
You bought a PIM to speed up onboarding. Six months later, still taking weeks. The PIM works - these 3 operational bottlenecks are blocking ROI: supplier chaos, over-engineered data models, and low team adoption. 8 min read -
5 Signs Your Excel Product Catalog is Killing Your Business
5 Signs Your Excel Product Catalog is Killing Your Business 10 min read -
PIM vs ERP: Why Your SAP Can't Handle Product Experience
PIM vs ERP: Why Your SAP Can't Handle Product Experience 8 min read
See it working on your own files.
Book a short demo and we will run a real supplier file through openProd with you.