TIBCO EBX Customer Reviews 2025 | Data Preparation for Analytics

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TIBCO Software

TIBCO EBX

Composite Score

7.9 /10

CX Score

8.3 /10

30 Reviews

What is TIBCO EBX?

TIBCO's master data management (MDM) platform delivers the governance processes needed to construct and effectively maintain a centralized source of accurate intelligence. With the TIBCO Platform鈥揇ata Management capability, you create trusted data through governed accessibility, delivery, and security to meet your organization鈥檚 exact operational, compliance, and analytic needs.

Company Details

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Awards & Recognition

TIBCO EBX won the following awards in the Data Preparation for Analytics category

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3 Top Rated Capabilities

2 Top Rated Features

Latest Award, 2025

Strategy and Innovation
Conflict Resolution

2024

2 Top Rated Capabilities

4 Top Rated Features

2024

Strategy and Innovation
Service Experience
Product Impact
Contract Negotiation
Conflict Resolution

2023

3 Top Rated Capabilities

4 Top Rated Features

2023

TIBCO EBX Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on TIBCO EBX.

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

86 Likeliness to Recommend

1
Since last award

96 Plan to Renew

84 Satisfaction of Cost Relative to Value

1
Since last award

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Emotional Footprint Overview

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

+94 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love TIBCO EBX?

2% Negative

13% Neutral

85% Positive

Pros

Altruistic
Over Delivered
Helps Innovate
Continually Improving Product

Feature Ratings

Average 78

Data Security

Metadata Management

Record Deduplication

Data Enrichment

Data Pre-Processing

Data Profiling

Data Modelling Tools

Data Integration

Cataloging

Data Connectors and Data Mashup

Intelligent Alerts and Notifications

Vendor Capability Ratings

Average 80

Ease of IT Administration

Ease of Data Integration

Breadth of Features

Ease of Implementation

Product Strategy and Rate of Improvement

Usability and Intuitiveness

Business Value Created

Vendor Support

Quality of Features

Availability and Quality of Training

Ease of Customization

TIBCO EBX Reviews

Aniruddhya B.

Role: Consultant
Industry: Technology
Involvement: IT Leader or Manager

Validated Review

Verified Reviewer

Submitted Jan 2023

TIBCO EBX: a purely multiple domain mdm solution

Likeliness to Recommend

8 /10

What differentiates TIBCO EBX from other similar products?

It's purely multi domain

What is your favorite aspect of this product?

Flexibility of data models

What do you dislike most about this product?

Java code dependency for doing background logic

What recommendations would you give to someone considering this product?

It's easy on onboarding process if you are looking for new mdm solution

Pros

Helps Innovate
Reliable
Trustworthy
Efficient Service

Benny J.

Role: Public Sector
Industry: Finance
Involvement: End User of Application

Validated Review

Verified Reviewer

Submitted Oct 2022

Effective and efficient

Likeliness to Recommend

10 /10

What differentiates TIBCO EBX from other similar products?

The ability of the tool to clean data and detect duplication of data at the point of entry. The tool also has the ability to handle large data without any challenge.

What is your favorite aspect of this product?

Other than being easy to use, the tool has many useful features such as modeling. When analyzing the data, you have a feeling that the tool was made because of your business. It has a business touch.

What do you dislike most about this product?

There is nothing i dislike about the tool

What recommendations would you give to someone considering this product?

Use the tool to handle any primary data cleaning.

Pros

Helps Innovate
Continually Improving Product
Reliable
Performance Enhancing

Role: Consultant
Industry: Consulting
Involvement: End User of Application

Validated Review

Anonymous Reviewer

Submitted Oct 2022

Wow, what a wonderful product

Likeliness to Recommend

10 /10

Pros

Helps Innovate
Continually Improving Product
Reliable
Performance Enhancing

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TIBCO EBX

What is TIBCO EBX?

Company Details

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Awards & Recognition

TIBCO EBX Ratings

86 Likeliness to Recommend

1 Since last award

96 Plan to Renew

84 Satisfaction of Cost Relative to Value

1 Since last award

Emotional Footprint Overview

+94 Net Emotional Footprint

How much do users love TIBCO EBX?

Pros

Feature Ratings Average rating of all product features, some of which may not be shown below

Data Security Includes ability to hide sensitive data by masking with special characters or anonymous information.

Metadata Management A metadata layer makes reporting easy and eliminates the need for coding and SQL, allowing users to see and access information in simple business language.

Record Deduplication Identity resolution is the process of linking various records and is the main engine for record deduplication, which can enable some aspects of data cleansing.

Data Enrichment Includes the enhancement of the value of internally held data by appending related attributes from external sources .

Data Pre-Processing Ability to wrangle or pre-process data to ready it for model training.

Data Profiling Includes statistical analysis of data values to evaluate the frequency, distribution and completeness of data.

Data Modelling Tools Includes ability to model complex relationships between internal application sources and other parties.

Data Integration Includes integration of data from multiple sources, merging systems, transforming data and capture data to form a unified view of a company's data assets

Cataloging Interactive graphical exploratory data analysis through immersive interfaces.

Data Connectors and Data Mashup Connect to, merge and clean data from multiple diverse data sources.

Intelligent Alerts and Notifications Ability to create, manage, send and receive notifications, enhancing efficiency and productivity.

Vendor Capability Ratings Average rating of all vendor capabilities, some of which may not be shown below

Ease of IT Administration This data indicates whether IT personnel will be able to resolve issues and perform configurations efficiently and effectively.

Ease of Data Integration Use this data to determine whether the product will cause headaches or make data integration easy.

Breadth of Features Users prefer feature rich software that enables them to perform diverse series of tasks. This data expresses user satisfaction with the product's breadth of features.

Ease of Implementation Successfully implementing new software is necessary to realize its full value and promote end user adoption. This data indicates whether or not the product is easy to implement.

Product Strategy and Rate of Improvement Vendors who don't stay on top of emerging needs and trends won't enable you to meet your business goals. Use this data to separate innovators from imposters.

Usability and Intuitiveness End user learning curves cost the organization money. Pay attention to your end users' technical ability to determine how important UX is in your purchase.

Business Value Created Software needs to create value for employees, customers, partners, and, ultimately, shareholders. This data expresses user satisfaction - or lack thereof - with the product's business value.

Vendor Support The importance of vendor support will vary for each organization depending on internal capabilities, but there will always be issues that only the vendor can resolve.

Quality of Features Feature quality is just as important as quantity. Use this data to determine if this product will do what you're purchasing it to do, easily, intuitively, reliably, and effectively.

Availability and Quality of Training Effective and readily available training enables users to get the most out of the software you've chosen. Use this section to make sure your vendor's training programs and materials measure up.

Ease of Customization Don't get bogged down in a difficult customization; use this data to make sure you can easily achieve the functionality you need for your particular situation.

TIBCO EBX Reviews

Aniruddhya B.

TIBCO EBX: a purely multiple domain mdm solution

Likeliness to Recommend

Pros

Benny J.

Effective and efficient

Likeliness to Recommend

Pros

Wow, what a wonderful product

Likeliness to Recommend

Pros

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Title

1
Since last award

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Feature Ratings

Data Security

Metadata Management

Record Deduplication

Data Enrichment

Data Pre-Processing

Data Profiling

Data Modelling Tools

Data Integration

Cataloging

Data Connectors and Data Mashup

Intelligent Alerts and Notifications

Vendor Capability Ratings

Ease of IT Administration

Ease of Data Integration

Breadth of Features

Ease of Implementation

Product Strategy and Rate of Improvement

Usability and Intuitiveness

Business Value Created

Vendor Support

Quality of Features

Availability and Quality of Training

Ease of Customization