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Oracle Enterprise Data Quality (EDQ) vs ibi Data Quality comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 15, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

ibi Data Quality
Ranking in Data Quality
10th
Average Rating
9.0
Reviews Sentiment
8.2
Number of Reviews
2
Ranking in other categories
Data Scrubbing Software (5th)
Oracle Enterprise Data Qual...
Ranking in Data Quality
13th
Average Rating
8.4
Reviews Sentiment
7.9
Number of Reviews
8
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the Data Quality category, the mindshare of ibi Data Quality is 2.3%, up from 0.2% compared to the previous year. The mindshare of Oracle Enterprise Data Quality (EDQ) is 3.6%, up from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Quality Mindshare Distribution
ProductMindshare (%)
ibi Data Quality2.3%
Oracle Enterprise Data Quality (EDQ)3.6%
Other94.1%
Data Quality
 

Featured Reviews

VP
Solutions Architect at GreenZone Solutions Inc
Offers numerous prebuilt data quality plans that can be reused for various data cleansing tasks
We had many duplicates originating from different source systems. We were able to match and deduplicate a significant amount of data. Additionally, we could synchronize and write back the latest information to the systems that were out of sync, ensuring they had the most recent data. As a result, we could write back and update the source systems.
Venkatraman Bhat - PeerSpot reviewer
Deliver Head - Database and Infrastructure Cloud Services at Tech Mahindra Limited
Fast, has good extraction, validation, and transformation features, and provides good support
Though validation is good and fast enough in Oracle Data Quality, an area for improvement is the accuracy of the validation. Though the solution offers multidimensional validation, it needs a bit more improvement in the accuracy aspect because smaller products can offer better accuracy in terms of validation compared to Oracle Data Quality. What I'd like to see from the solution in its next release, is an increase in compliances and regulations that would allow it to cover all industries because multiple verticals demand data quality nowadays, and this improvement will be helpful as Oracle Data Quality is an in-built delivered solution.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Ibi Data Quality offers numerous prebuilt data quality plans that can be reused for various data cleansing tasks. Additionally, it provides a variety of prebuilt match and merge rules for performing master data management,"
"One great feature with OmniGen is the time it takes to develop and deploy to production."
"Works quickly to develop and deploy to production."
"I'd recommend this solution to anyone who is using data quality or would want to know the quality of data in their company and fix the data."
"Compared to the competition, Oracle Data Quality is a very flexible and advanced product."
"Oracle Data Quality gives you value for money and better ROI, especially when it's deployed on the cloud, because it's fast, ready to use, and you can just subscribe and provision it, then start using it without great effort for setup, installation, or configuration."
"However, I think Oracle Data Quality is definitely worth giving a try."
"The features I like most about Oracle Data Quality include extraction, transformation, and validation, which makes it a multipurpose product such as Oracle GoldenGate and Oracle Data Integrator. I also like that Oracle Data Quality is very fast, so you can use it for a large volume of data within a short period. You have to do the validation very quickly, so the solution helps in that area of data quality. Another feature of Oracle Data Quality that I like is the MDM (Master Data Management) where you'll have a single source of protection, and this makes the solution perfect and helpful to my company."
"With Oracle Data Quality, the most valuable feature is entity matching."
"The quality of data has vastly improved and our business intelligence reports are accurate in real time."
"Oracle EDQ is indeed a state-of-the-art tool that will help you understand, improve, protect, and govern the quality of your enterprise data in a single integrated and collaborative environment."
 

Cons

"The special integration support is something that could be improved in the solution."
"Special integration support could be improved."
"Their data governance portal can be improved. It lacks data governance-related features. Also, PII and anomaly detection could be valuable use cases for ibi. Adding these features would be a great enhancement."
"Oracle is currently not that intuitive. We need to use programmers to write code for a lot of the procedures. We need to have them write CL SQL code and write a CL script."
"There are some challenges with respect to standardization, matching, segregation, and merging."
"Though validation is good and fast enough in Oracle Data Quality, an area for improvement is the accuracy of the validation. Though the solution offers multidimensional validation, it needs a bit more improvement in the accuracy aspect because smaller products can offer better accuracy in terms of validation compared to Oracle Data Quality. What I'd like to see from the solution in its next release, is an increase in compliances and regulations that would allow it to cover all industries because multiple verticals demand data quality nowadays, and this improvement will be helpful as Oracle Data Quality is an in-built delivered solution."
"The initial setup was complicated, there is a lot of configuration that needs to be done."
"Integration performance and availability of out of the box integration to more products (ERP Tools, Data Cleansing Software etc.)."
"Mobile support and mobile app can be implemented, since business users generally prefers to work with their laptops and mobile phones."
"If the length of time required for deployment was reduced then it would be very helpful."
"We have experienced some system crashes i.e. when tying to run Data Profiling Processes for very large data sets."
 

Pricing and Cost Advice

Information not available
"The price of this solution is comparable to other similar solutions."
"The vendor needs to revisit their pricing strategy."
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Top Industries

By visitors reading reviews
No data available
Manufacturing Company
14%
Financial Services Firm
8%
Retailer
8%
University
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Midsize Enterprise2
Large Enterprise7
 

Questions from the Community

What is your experience regarding pricing and costs for iWay Omni-Gen Data Quality?
There is an upgrade to the existing version, where a different license could be used, but we have a perpetual license. I rate the product’s pricing a three out of ten, where one is cheap, and ten i...
What needs improvement with iWay Omni-Gen Data Quality?
Their data governance portal can be improved. It lacks data governance-related features. Also, PII and anomaly detection could be valuable use cases for ibi. Adding these features would be a great ...
What advice do you have for others considering iWay Omni-Gen Data Quality?
For the on-prem solution, we installed a package on the web server. This package included web-based tools and development tools, which were Eclipse-based toolsets. These tools allowed us to design ...
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Also Known As

iWay Software Data Quality, iWay Omni-Gen Data Quality Edition, Omni-Gen Data Quality
Datanomic
 

Overview

 

Sample Customers

ICA Fluor, Estonia Police Department, Kansas City Police Department
Roka Bioscience, Statistics Centre _ Abu Dhabi , Raymond James Financial inc., CaixaBank, Industrial Bank of Korea, Posco, NHS Business Services Authority, RWE Power, LIFE Financial Group,
Find out what your peers are saying about Oracle Enterprise Data Quality (EDQ) vs. ibi Data Quality and other solutions. Updated: April 2026.
893,438 professionals have used our research since 2012.