Global Data Excellence DEMS vs erwin Data Intelligence comparison

Quest Software and Global Data Excellence are both solutions in the Data Governance category. Quest Software is ranked #18 with an average rating of 8.0, while Global Data Excellence is ranked #42. Quest Software holds a 2.0% mindshare in DG, compared to Global Data Excellence’s 0.9% mindshare. Additionally, 100% of Quest Software users are willing to recommend the solution.

erwin Data Intelligence

Read 20 erwin Data Intelligence reviews

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3,304 Comparison Views

100% willing to recommend

Global Data Excellence DEMS

Read 2 Global Data Excellence DEMS reviews

595 Views
595 Comparison Views

0% willing to recommend

erwin Data Intelligence

Global Data Excellence DEMS

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Executive SummaryUpdated on Mar 1, 2026

Global Data Excellence DEMS and erwin Data Intelligence compete in data management, with erwin showing a potential advantage due to its broader feature set despite DEMS's favorable pricing and support.

Features: Global Data Excellence DEMS offers strong data governance, automation capabilities, and streamlined workflows. Erwin Data Intelligence provides robust data modeling, comprehensive metadata management, and a holistic view of data management.

Ease of Deployment and Customer Service: Erwin Data Intelligence presents a flexible deployment model and proactive customer service, adaptable to various IT infrastructures. Global Data Excellence DEMS uses a traditional deployment approach along with efficient hands-on support.

Pricing and ROI: Global Data Excellence DEMS delivers a cost-effective setup and quick ROI due to streamlined processes. Erwin Data Intelligence, with a higher initial cost, offers long-term returns thanks to its comprehensive features.

To learn more, read our detailed Global Data Excellence DEMS vs. erwin Data Intelligence Report (Updated: April 2026).

Buyer's Guide

Global Data Excellence DEMS vs. erwin Data Intelligence

April 2026

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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

erwin Data Intelligence

Ranking in Data Governance

18th

Average Rating

8.4

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

AI Governance (3rd)

Global Data Excellence DEMS

Ranking in Data Governance

42nd

Average Rating

0.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2026, in the Data Governance category, the mindshare of erwin Data Intelligence is 2.0%, up from 2.0% compared to the previous year. The mindshare of Global Data Excellence DEMS is 0.9%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance Mindshare Distribution
Product	Mindshare (%)
erwin Data Intelligence	2.0%
Global Data Excellence DEMS	0.9%
Other	97.1%

Data Governance

Featured Reviews

Jog Raj

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.

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Alejandro Subia

General Manager at Datia

Great language features allow users to interact with the solution in their own language, and ROI can be seen within weeks

The initial setup is completely straightforward and not complex at all. The system is not invasive. It connects directly through your agents to your database. There's no integration or migration process needed, and it's very simple. The time to go live is minimum. You can have it running in two weeks. Since it's a solution for corporate governance, you need to have a data governance steering committee that's going to drive the project in the organization. One of the key benefits of the solution is that it's directly for the user, so you don't need anyone else for setup but the real user, the person that wants to get the best out of their data. You start with the business owner, and they define their business needs. They see what data you need, how you're going to use it, and what's going to be corrected. Then you start playing the data stewards, and that's all that you need.

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Quotes from Members

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

Pros

"Data Intelligence has provided more profound insights into legacy data movements, lineages, and definitions in the short term."

"Data Intelligence has provided more profound insights into legacy data movements, lineages, and definitions in the short term. We have linked three critical layers of data, providing us with an end-to-end lineage at the column level."

"There is a wide range of widgets that enables the user to find the proper information quickly. The presentation of information is something very valuable."

"I can estimate that we lowered our time to market by 70 percent right now using these automation scripts, which is a really big thing."

"The main benefits end users receive from erwin Data Intelligence include saving time and money while streamlining processes."

"The solution gives us data lineage which means we can see an impact if we make a change. The ability for us to have that in this company is brilliant because we used to have 49 data stewards from some 23 different groups within six major departments. Each one of those was a silo unto itself. The ability to have different glossaries — but all pointed to the same key terms, key concepts, or key attributes — has made life really simple."

"This type of solution was key to moving our entire company in the right direction by getting everyone to think about data governance."

"The solution saves time in data discovery and understanding our entire organization's data."

More erwin Data Intelligence pros

"It is not only a software solution. It is also based on a direct policy. You get a methodology for data governance and the solution that supports this methodology, which makes things much easier. In addition, this is the only solution right now in the market that has an approach directly directed to the value. By value, I am referring to a tangible value raising money. It has an aspect that is called governed by value. We only focus on the data that is actually bringing a monetary value to your organization or your business process. It is so much simpler working around this system. It has a lot of intelligence embedded in it, and it does a lot of things automatically. It just hooks on to your virtual databases, and you are ready to go in hours. It is an all-in-one solution in which you get data governance, data quality, business transformation, and business excellence."

"The return on investment is immediate because you start gaining money that you were probably losing without the solution."

"I would recommend this solution to anybody interested in data governance because if they want to get fast and tangible results, this is the only way to go."

"The most valuable feature is the semantic linguistic artificial intelligence that allows the user to have contact with the system in their natural language."

Cons

"The metadata ingestion is very nice because of the ability to automate it. It would be nice to be able to do this ingestion, or set it up, from one place, instead of having to set it up separately for every data asset that is ingested."

"There is room for improvement in automation, no question."

"The SDK behind this entire product needs improvement. The company really should focus more on this because we were finding some inconsistencies on the LDK level. Everything worked fine from the UI perspective, but when we started doing some deep automation scripts going through multiple API calls inside the tool, then only some pieces of it work or it would not return the exact data it was supposed to do."

"There may be some opportunities for improvement in terms of the user interface to make it a little bit more intuitive. They have made some good progress. Originally, when we started, we were on version 9 or 10. Over the last couple of releases, I've seen some improvements that they have made, but there might be a few other additional areas in UI where they can make some enhancements."

"We still need another layer of data quality assessments on the source to see if it is sending us the wrong data or if there are some issues with the source data. For those things, we need a rule-based data quality assessment or scoring where we can assess tools or other technology stacks. We need to be able to leverage where the business comes in, defining some business rules and have the ability to execute those rules, then score the data quality of all those attributes. Data quality is definitely not what we are leveraging from this tool, as of today."

"One big improvement we would like to see would be the workflow integration of codeset mapping with the erwin source to target mapping. That's a bit clunky for us. The two often seem to be in conflict with one another. Codeset mappings that are used within the source to target mappings are difficult to manage because they get locked."

"The integration with various metadata sources, including erwin Data Modeler, isn't smooth in the current version."

"There was a huge learning curve, and I'd been in software development for most of my career. The application itself, and how it runs menus and screens when you can modify and code, is complex. I have found that kind of cumbersome."

More erwin Data Intelligence cons

"Its interface could be simpler. Sometimes, you need to go through many clicks in order to find something in the software. You need to move from one thing to another to find something."

"It could be nice to have a little update on the menu to get it more up-to-date with current trends and to make it pop out more when you visit the site."

"Its interface could be simpler. Sometimes, you need to go through many clicks in order to find something in the software."

"It could be nice to have a little update on the menu to get it more up-to-date with current trends and to make it pop out more when you visit the site."

Pricing and Cost Advice

"The licensing cost is around $7,000 for user. This is an estimation."

"We operate on a yearly subscription and because it is an enterprise license we only have one. It is not dependent on the number of users."

"erwin is cheaper than other solutions and this should appeal to other buyers. It has a good price tag."

"You buy a seat license for your portal. We have 100 seats for the portal, then you buy just the development licenses for the people who are going to put the data in."

"The licensing cost was very affordable at the time of purchase. It has since been taken over by erwin, then Quest. The tool has gotten a bit more costly, but they are adding more features very quickly."

"The price is reasonable and competitive. When you get into forward and reverse-engineering, the cost could go up. However, if you are a large organization, you would probably be able to access different packages. If, however, you don't need forward and reverse-engineering, then the price is relatively cheap."

"erwin was at a good price. The federal government wouldn't buy something if the pricing wasn't good."

"Smart Data Connectors have some costs, and then there are user-based licenses. We spend roughly $150,000 per year on the solution. It is a yearly subscription license that basically includes the cost for Smart Data Connectors and user-based licenses. We have around 30 data stewards who maintain definitions, and then we have five IT users who basically maintain the overall solution. It is not a SaaS kind of operation, and there is an infrastructure cost to host this solution, which is our regular AWS hosting cost."

More erwin Data Intelligence pricing and cost advice

"This is the only company that I've worked with that has a very good way of thinking and placing itself in the buyer's shoes. They offer a pretty competitive price. They understand that the market is different in our economy for different clients, which makes it easier to get the products into the market. If needed, they are pretty open to adjusting the price on the case-by-case scenario. They understand the Latin American market. This is something that has been impossible with other companies or data governance care providers. The prices were much higher for these companies, and they don't understand our economy and market. There are a lot of local taxes that we pay locally to get any solution down here. To give you an idea, there is more or less a 60% increase in the price of any product that comes to Ecuador."

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Government

10%

Manufacturing Company

Educational Organization

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	4
Large Enterprise	15

No data available

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...

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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.

See all answers

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...

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Product Reports

Buyer's Guide

erwin Data Intelligence

May 2026

Download erwin Data Intelligence product report

Buyer's Guide

Data Governance

April 2026

Download Global Data Excellence DEMS product report

Also Known As

erwin DG, erwin Data Governance

No data available

Overview

Erwin Data Intelligence drives automation, supports data catalog and literacy, and offers Smart Data Connectors for efficient metadata handling. Its customization flexibility and integration facilitate enhanced data governance, visualization, analysis, and compliance.

Erwin Data Intelligence offers automation scripts that accelerate development, integrated data cataloging, data profiling, and lineage analysis to streamline information management. Users appreciate its capability in metadata harvesting, code engineering, and infrastructure integration. The tool provides flexibility to enhance governance and data visualization. While it performs well, users have noted challenges with API robustness and interface complexity, and there are opportunities to improve workflow integration, AI features, and large dataset handling. Companies rely on it for metadata management, automation of metadata mappings, and data governance to support compliance and literacy.

What are the main features of Erwin Data Intelligence?

Automation Scripts: Speeds up development processes through powerful scripts.
Data Catalog: Supports comprehensive data mapping and profiles for better analysis.
Smart Data Connectors: Efficiently handles code engineering and metadata harvesting.
Customization Flexibility: Adapts to existing infrastructure for seamless integration.
Comprehensive Visualization: Empowers data visualization and standardization processes.

What benefits and ROI can users expect?

Increased Development Speed: Automation scripts notably enhance development efficiency.
Improved Data Governance: Streamlines processes, supporting compliance and business definitions.
Effective Integration: Seamlessly fits with ETL tools and existing workflows.
Enhanced Data Literacy: Supports data literacy initiatives with robust cataloging features.
Comprehensive Impact Analysis: Facilitates thorough analysis for informed decision-making.

In industries such as finance, healthcare, and retail, organizations implement Erwin Data Intelligence for efficient metadata management and governance. It assists in automating lineage and mapping, supporting ETL procedures while enhancing compliance and data literacy efforts. Its flexibility and integration support create valuable data insights and governance improvements.

Quest Software

Global Data Excellence DEMS offers a robust platform that empowers businesses to harness data-driven insights and drive efficiency in decision-making processes, fostering enhanced data governance and strategic advancement.

Global Data Excellence DEMS functions as a comprehensive platform facilitating improved data management and governance. It aids companies in transforming raw data into actionable insights, ensuring compliance and fostering innovation. The implementation of leading-edge analytics allows businesses to optimize operations, yielding significant value from their data assets. This approach to data management not only streamlines operations but also enhances productivity across multiple sectors.

What are the most important features of Global Data Excellence DEMS?

Data Governance: Streamlines governance processes to improve data accuracy and reliability.
Analytics and Insights: Provides advanced analytical tools to derive actionable insights from data.
Compliance Management: Ensures adherence to global standards.
Scalability: Supports growing data management needs seamlessly.

What benefits and ROI should users evaluate in reviews?

Enhanced Efficiency: Drives optimal resource utilization and time management.
Cost Savings: Reduces operational costs through improved data processes.
Risk Mitigation: Minimizes business risks by ensuring data integrity and compliance.
Innovation Enablement: Promotes strategic thinking through informed insights.

Global Data Excellence DEMS is particularly beneficial for industries such as finance, healthcare, and manufacturing, where data accuracy and compliance are crucial. By adopting this platform, these sectors can expect streamlined processes and enhanced decision-making capabilities that are grounded in reliable data management practices, leading to significant operational improvements and market competitiveness.

Global Data Excellence

Sample Customers

Oracle, Infosys, GSK, Toyota Motor Sales, HSBC

Givaudan, Firmenich, Bacardi, Manitowoc, Romande Energie, Noveli, BNP Paribas, Michelin, IUCN

Buyer's Guide

Global Data Excellence DEMS vs. erwin Data Intelligence

April 2026

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