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...
1. What is Informatica IICS / CAI?Answer: CAI (Cloud Application Integration) is an IDMC/IICS service used for real-time, API-driven, event-based integration. It helps build processes, microservices, API workflows, and business automation.2. What are...
1. What is Informatica CAI?Answer: Cloud Application Integration (CAI) is an API-led and event-driven integration service within IDMC. It helps build real-time, synchronous integrations, microservices, and business workflows.2. What are the key compo...
1. What is Informatica IDMC CDI?Answer: IDMC CDI is a cloud-native ETL/ELT service used for data integration across cloud and on-prem systems. It supports batch, real-time, API-led, and serverless data pipelines.2. What is a Secure Agent and why is i...
1. What is Informatica IDMC CDI?Answer: Informatica IDMC – Cloud Data Integration (CDI) is a cloud-native ETL/ELT service that enables data extraction, transformation, and loading across cloud and on-prem systems. It supports real-time, batch, server...
1. What is Reltio?Reltio is a cloud-native Master Data Management (MDM) platform built for scale, real-time processing, and connected customer experiences. It uses a graph-based big data architecture and provides SaaS delivery.2. What is the Reltio D...