TIBCO EBX Master Data Management

Question 1

What is TIBCO EBX and what problem does it primarily solve?

Accepted Answer

A master data management (MDM) and data governance platform that provides a single, governed source of truth for enterprise reference and master data

Answer

A cloud-based ETL tool that replicates data from operational systems to a data warehouse

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A real-time CEP engine for detecting patterns in IoT sensor streams

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An API gateway managing external developer access to enterprise microservices

Question 2

What is a Data Model in TIBCO EBX and how is it created?

Accepted Answer

A schema defining the entities, attributes, relationships, and validation rules for a master data domain, created using EBX's graphical modelling tool or XSD import

Answer

A machine learning model trained on historical master data to predict data quality scores

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A relational database schema exported from Oracle and imported into EBX

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A BPMN process model defining the workflow for master data approval steps

Question 3

What is a Dataset in TIBCO EBX?

Accepted Answer

A managed instance of a Data Model containing the actual master data records, with its own access controls, workflow rules, and version history

Answer

A CSV file uploaded to EBX for one-time data import

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A backup snapshot of the entire EBX repository at a point in time

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A collection of Spotfire visualisations connected to an EBX domain

Question 4

How does TIBCO EBX support data stewardship and review of data quality issues?

Accepted Answer

Through a built-in workflow engine and stewardship UI where data stewards receive tasks, review flagged records, approve merges, and resolve validation violations before data is published

Answer

By automatically fixing all data quality issues using ML without human review

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By sending email reports of data quality scores to department heads monthly

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By delegating all quality decisions to the source system administrators

Question 5

What is EBX's lineage capability and why is it important?

Accepted Answer

Tracking the origin and transformation history of each master data record — which source system provided the data, when it was loaded, and what changes were made

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Generating a network diagram of EBX server cluster topology

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Documenting the code review history of the EBX installation scripts

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Mapping out family trees for HR employee records

Question 6

How does TIBCO EBX integrate with downstream systems to distribute master data?

Accepted Answer

Via a REST/OData API, JMS/EMS event publishing on record changes, and file-based batch exports (CSV, XML) that downstream systems can consume in real time or on schedule

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Only through manual CSV file exports downloaded from the EBX UI

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Exclusively via TIBCO BusinessWorks adapters — no direct API is provided

Answer

By replicating the EBX database directly to each downstream system's database