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Quest Data Intelligence vs Segment comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jul 16, 2026

Review summaries and opinions

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

ROI

Sentiment score
5.2
erwin Data Intelligence improved productivity, reduced costs, and enhanced efficiency by streamlining data processes and reducing IT dependency.
Sentiment score
6.1
Segment delivers cost savings, enhanced personalization, improved campaign performance, and significant time reductions for organizations using high data volumes.
Compared to competitor products like Collibra, erwin Data Intelligence is more cost-effective, providing a data catalog and data lineage views without the high costs associated with governance software.
Senior Consultant at a computer software company with 11-50 employees
Engineering effort related to data integration and tracking maintenance decreased by roughly 40 to 50%.
Senior Quality Analyst at a consultancy with 51-200 employees
If, for example, I made about 5,000 people who had already purchased not be targeted by advertising, I was saving a considerable amount of money that could be around €10,000 to €15,000.
Ecommerce Director at a transportation company with 51-200 employees
It's hard to quantify exactly the hours spent, but from that abandoned basket flow, it was something around seven million DKK that has been made since we launched it.
Web and marketing automation specialist at a logistics company with 5,001-10,000 employees
 

Customer Service

Sentiment score
7.8
Erwin Data Intelligence's customer service is praised for expertise and responsiveness, though some users suggest faster response times.
Sentiment score
6.8
Segment's customer service is helpful and knowledgeable, despite occasional slow responses due to time zone differences.
Quest technical support is very good, as they provide not only a technical help desk but also a data automation team that creates and customizes smart connectors, offering a wealth of skilled support.
Senior Consultant at a computer software company with 11-50 employees
For technical support, they need to improve response time.
Data Unit Manger at a manufacturing company with 1,001-5,000 employees
Segment's customer support is amazing.
Web and marketing automation specialist at a logistics company with 5,001-10,000 employees
At our initial phase, whenever I required any help related to the setup, I contacted them and they provided me with the solution in very little time.
Senior Quality Analyst at a consultancy with 51-200 employees
I received my reply from Segment support team within 24 hours.
Senior Product Manager at Optiblack
 

Scalability Issues

Sentiment score
6.8
Erwin Data Intelligence is scalable and efficient but faces occasional cloud connectivity issues with large datasets.
Sentiment score
5.9
Segment scales effectively with high transaction volumes but faces challenges with changing data streams post-setup.
Regarding scalability, I would rate erwin Data Intelligence as an eight or nine for its ability to expand.
Senior Consultant at a computer software company with 11-50 employees
When we tried to connect erwin Data Intelligence to ERP on Oracle Cloud, specifically Oracle Fusion, we encountered many problems.
Data Unit Manger at a manufacturing company with 1,001-5,000 employees
As our user base, event volumes, and number of integrations increased over time, Segment was able to handle the additional load without requiring any major architectural changes from our side.
Senior Quality Analyst at a consultancy with 51-200 employees
Segment's scalability can be measured in terms of transaction volume, which it handled very well for us in terms of millions of records.
It should be flexible and robust enough when it comes to handling different streams of data once the product is set up.
Product Manager at a university with 10,001+ employees
 

Stability Issues

Sentiment score
8.1
erwin Data Intelligence is stable and integrates well, though large enterprises may face metadata challenges and initial setup issues.
Sentiment score
8.4
Users find Segment stable and reliable, with rare data lag issues, supporting analytics and customer engagement effectively.
It is good for small and medium enterprises, but larger enterprises with huge amounts of metadata might face some issues.
Data Unit Manger at a manufacturing company with 1,001-5,000 employees
From my perspective, I would rate the stability of erwin Data Intelligence as an eight or nine out of ten.
Senior Consultant at a computer software company with 11-50 employees
I have not experienced any critical outages directly impacting our business operations.
Senior Quality Analyst at a consultancy with 51-200 employees
 

Room For Improvement

Erwin Data Intelligence needs automation, interface improvements, better data handling, and enhanced integration while reducing dependency on costly services.
Segment integration is complex, facing identity, segmentation, scalability, and interoperability issues, with limited flexibility and governance challenges.
erwin Data Intelligence could improve particularly in the UI, as they are using old technologies that are not modern and do not serve the current requirements of the modern market.
Data Unit Manger at a manufacturing company with 1,001-5,000 employees
The dashboard in erwin Data Intelligence is customizable, and you can easily create different views.
Senior Consultant at a computer software company with 11-50 employees
More flexibility in pricing models or clear scaling options would make it easier for mid-sized companies to expand usage without significant budget concerns.
Senior Quality Analyst at a consultancy with 51-200 employees
Ask the difficult questions to Segment about how the data will be used from a storage perspective and from a processing perspective.
Product Manager at a university with 10,001+ employees
Segment needs better integration with, or a much simpler integration with, external tools.
Ecommerce Director at a transportation company with 51-200 employees
 

Setup Cost

Enterprise users encounter varied pricing with erwin Data Intelligence, often finding it reasonable and competitive for large organizations.
Segment's pricing benefits enterprises with efficiency savings and long-term value, despite being unsuitable for smaller businesses.
The cost is very high, but it is worth it.
Ecommerce Director at a transportation company with 51-200 employees
I know that we're very happy with the pricing so far.
Web and marketing automation specialist at a logistics company with 5,001-10,000 employees
 

Valuable Features

Erwin Data Intelligence unifies data sources, enhances governance, automates processes, and improves collaboration and decision-making through smart integration tools.
Segment enhances efficiency and marketing by integrating data, improving analytics, reducing redundancy, and enabling quicker customer insights.
This feature is probably the most valuable because it allows for automated reverse engineering of lineage.
Senior Consultant at a computer software company with 11-50 employees
The mind maps clarify for the business the related business terms and the relation between the business terms and other technical terms and technical data products, and they are very effective.
Data Unit Manger at a manufacturing company with 1,001-5,000 employees
I think predictive audiences require a 360 view of the customer in order to create these types of AI audiences because they use a lot of different data points.
Web and marketing automation specialist at a logistics company with 5,001-10,000 employees
Segment has improved our data quality and our ease of collection, and most importantly, it has saved us time by not having to maintain a custom tool for server-side tracking.
Data Engineer at a consultancy with 10,001+ employees
Segment has positively impacted my organization by reducing implementation time to one-third of what it previously took.
Senior Product Manager at Optiblack
 

Categories and Ranking

Quest Data Intelligence
Ranking in Data Governance
18th
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
22
Ranking in other categories
Metadata Management (7th), AI Governance (3rd)
Segment
Ranking in Data Governance
20th
Average Rating
8.0
Reviews Sentiment
6.0
Number of Reviews
12
Ranking in other categories
Web Analytics (6th), Customer Data Platforms (CDP) (1st)
 

Mindshare comparison

As of August 2026, in the Data Governance category, the mindshare of Quest Data Intelligence is 2.5%, up from 2.0% compared to the previous year. The mindshare of Segment is 0.7%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Quest Data Intelligence2.5%
Segment0.7%
Other96.8%
Data Governance
 

Featured Reviews

Jog Raj - PeerSpot reviewer
Senior Consultant at a computer software company with 11-50 employees
Automated lineage and business glossaries have improved data understanding and collaboration
I am open to answering a few questions about erwin Data Intelligence and sharing my opinion about the product. Regarding the analytic part of the product, I find it very interesting that erwin Data Intelligence has its own inbuilt reporting toolset, with a new version coming out in January that will be AI-powered. This means you will be able to write analytical reports and questions based on the metadata and data lineage, making it more powerful than the current version, as AI will assist in creating those reports and performing analysis on the metadata. I find that the time taken to realize value from erwin Data Intelligence can be quite long. Creating a data catalog and developing data lineage takes significant time, and I expect that AI will help accelerate the process of creating data products by streamlining the steps involved. I can recommend erwin Data Intelligence to other users. I would rate this review as an eight out of ten overall.
MA
Product Manager at a university with 10,001+ employees
Campaign analytics has improved global messaging while data flexibility still needs work
One thing that was surprising and inconvenient at the same time was the risk of becoming too rigid with the data. The pre-selecting data identifiers was useful for the initial use cases, but as we got more mature with our use cases, it could become more restrictive because the business might later decide to introduce more data attributes or feeds. That means more dynamic segmentation requirement. Segment didn't have that good capability to be more dynamic with the inclusion or exclusion of data feeds. Segment can be improved by centralizing the features that it has. I understand that it has gone through acquisitions, such as Twilio and Segment still operates as a separate system. If they can integrate the Twilio aspect of communication with Segment system itself, it will save our time when it comes to the infrastructure setup because we had to reach out to DevOps to have the right setup connected to our Twilio communications. It actually would save time for the clients of Twilio Segment to make sure that the systems are well integrated. It would also be good to have a good understanding of the inherent constraints because we remember that WhatsApp communications were not applicable for certain countries. That could be a part of the knowledge transfer in the onboarding discussions itself, so as to avoid any surprises in the downstream conversations. More support from WhatsApp conversations could be helpful. It could be possible that some countries don't allow multiple numbers. If we can have multiple numbers for the communications, that would be helpful to reach out to our target client base. For the technical challenge, we can have more flexibility on the data feeds that Segment can incorporate from the client database because the data needs can change for any corporate, whether it be small, medium business, or large enterprise. If we can retrofit the data irrespective of some data fields being empty, that would be really helpful. It would also be good to have two or more data feeds input because it's difficult to get the data infrastructure done on the client side. It's better to have a customization of the data irrespective of the sources it came from. That would be really helpful for the data manipulation activities inherent to the segmentation. The advice that I will give to anyone who is looking at Segment as a potential partner is to make sure that you have your problem statement ready. Ask the difficult questions to Segment about how the data will be used from a storage perspective and from a processing perspective. Are there any challenges inherent in their data which might not be understood by Segment system? Have the questions ready about the data infrastructure because the data is key to getting the right processing and the accurate processing of the data from Segment.
report
Use our free recommendation engine to learn which Data Governance solutions are best for your needs.
911,493 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
14%
Government
9%
Construction Company
8%
Outsourcing Company
8%
Outsourcing Company
11%
Financial Services Firm
9%
Comms Service Provider
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise4
Large Enterprise16
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise1
Large Enterprise5
 

Questions from the Community

What needs improvement with erwin Data Intelligence by Quest?
In my opinion, the analytics part of erwin Data Intelligence is not satisfactory. The name 'Intelligence' is not related specifically to analytics; it is focused on data governance with no advanced...
What is your primary use case for erwin Data Intelligence by Quest?
My main use case for erwin Data Intelligence is applying it and the DQ Labs in a financial institution.
What advice do you have for others considering erwin Data Intelligence by Quest?
The integration of business glossaries has significantly helped improve collaboration in our organization. We define the business glossaries first during meetings with the business, and then we bul...
What is your experience regarding pricing and costs for Segment?
We have seen approximately a fifteen to twenty percent savings in money and also need fewer employees to do the job after using Segment, with approximately thirty-five to forty percent of time save...
What needs improvement with Segment?
Segment provides strong capabilities overall, but there are still areas of improvement. One area that comes to mind is the pricing and scalability cost. As data volumes, event tracking, and integra...
What is your primary use case for Segment?
I have been using Segment for the last two and a half years as part of my role as a Product Analyst. During this period, I have worked extensively with the platform for customer data collection, ev...
 

Also Known As

erwin DG, erwin Data Governance, erwin Data Catalog
Segment.io
 

Overview

 

Sample Customers

Oracle, Infosys, GSK, Toyota Motor Sales, HSBC
Nokia, rdio, Bonobos, LiveNation, Atlassian
Find out what your peers are saying about Quest Data Intelligence vs. Segment and other solutions. Updated: August 2026.
911,493 professionals have used our research since 2012.