1. Scenario: Multi-Domain ExpansionQ: Your company currently runs Product MDM in STEP. Management wants to add Supplier and Location domains. What architectural risks do you highlight? A: Cross-domain dependencies may introduce circular validation r...
1. Multi-Level Inheritance Crash Your multi-level inheritance chain (Base → Sub → SKU → Channel SKU) is causing STEP server crashes during metadata deployment. What are the possible root causes? 2. Parallel Workflow Collision Two workflows updating...
1. How do you design multi-level inheritance efficiently in STEP without creating metadata bloat? Answer: Efficient inheritance requires: Keeping the inheritance depth to 3–4 layers maximum to avoid metadata resolution delays. Moving common attri...
1. How do you design a scalable product hierarchy that supports multiple classification systems (GS1, internal taxonomy, marketplace taxonomy)? Answer: Create a multi-hierarchy architecture using separate classification entities. Use reference entiti...
1. Scenario: Product Data Coming From 4 Different Suppliers With Different Attribute Formats Question: You receive product data for the same SKU from four suppliers. Each supplier uses different attribute names, units, and formats. How do you ensure...
Multi-domain Master Data Management – Manage multiple data domains like product, customer, supplier, and location in a single platform. Data Modeling and Hierarchies – Build flexible data models and hierarchies tailored to your business structure....
1️⃣ What is STIBO MDM and how does it differ from other MDM tools? Answer: STIBO MDM (STEP) is a Master Data Management platform focused on creating a single, trusted view of product, customer, and supplier data. Unlike other tools, it offers strong...