Unifi vs erwin Data Intelligence comparison

Quest Software and Unifi Software are both solutions in the Data Governance category. Quest Software is ranked #18 with an average rating of 7.0, while Unifi Software is ranked #46. Quest Software holds a 1.9% mindshare in DG, compared to Unifi Software’s 0.2% mindshare. Additionally, 100% of Quest Software users are willing to recommend the solution, compared to 100% of Unifi Software users who would recommend it.

erwin Data Intelligence

Read 18 erwin Data Intelligence reviews

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3,040 Comparison Views

100% willing to recommend

Unifi

Read 2 Unifi reviews

555 Views
100 Comparison Views

100% willing to recommend

erwin Data Intelligence

Unifi

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Executive SummaryUpdated on Aug 19, 2025

Unifi and erwin Data Intelligence are competing products in the data management domain. Unifi holds an edge in pricing and customer support, making it a cost-effective option, while erwin Data Intelligence offers a comprehensive feature set suitable for organizations prioritizing advanced capabilities.

Features: Unifi provides robust data preparation, collaboration tools, and efficient data workflows. Erwin Data Intelligence offers strong metadata management, data governance, and comprehensive structuring capabilities for enterprise data strategy.

Ease of Deployment and Customer Service: Unifi is quick to deploy with intuitive setup and accessible support. Erwin Data Intelligence offers powerful deployment options but may require more time and resources for integration due to its complex infrastructure.

Pricing and ROI: Unifi offers competitive pricing, delivering strong ROI through efficient data processing. Erwin Data Intelligence features a higher initial setup cost, but its advanced capabilities provide significant ROI for organizations seeking in-depth data governance.

To learn more, read our detailed Unifi vs. erwin Data Intelligence Report (Updated: July 2025).

Buyer's Guide

Unifi vs. erwin Data Intelligence

July 2025

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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

8.6

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Unifi

Ranking in Data Governance

46th

Average Rating

8.0

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Data Integration (57th), Data Preparation Tools (10th)

Mindshare comparison

As of August 2025, in the Data Governance category, the mindshare of erwin Data Intelligence is 1.9%, down from 2.5% compared to the previous year. The mindshare of Unifi is 0.2%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance

Featured Reviews

Roy Pollack

Advisor Application Architect at CPS Energy

The solution provides more profound insights into legacy data movements, lineages, and definitions in the short term.

We have loaded over 300,000 attributes and more than 1000 mappings. The performance is slow, depending on the lineage or search. This is supposed to be fixed in the later versions, but we haven't upgraded yet. The integration with various metadata sources, including erwin Data Modeler, isn't smooth in the current version. It took some experimentation to get things working. We hope this is improved in the newer version. The initial version we used felt awkward because Erwin implemented features from other companies into their offering.

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Doug Isabelle

Owner at Doc-IT

Good management and pricing but not great for enterprise environments

In a high-density location, we're running into connectivity drops. There may be too many rouge devices broadcasting, and the devices is getting interference from another channel. The only to fix this is to reboot and we need something that reboots on the fly. We also need better security for VLANs and VPNs. There are issues with certain Apple devices. Technical support is not very helpful. The initial setup, which seemed straightforward at first, had to be redone. This may not have been the fault of the product. We're not sure what went wrong.

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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

"The data management is, obviously, key in understanding where the data is and what the data is. And the governance can be done at multiple levels. You have the governance of the code sets versus the governance of the business terms and the definitions of those business terms. You have the governance of the business data models and how those business data models are driving the physical implementation of the actual databases. And, of course, you have the governance of the mapping to make sure that source-to-target mapping is done and is being shared across the company."

"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."

"It is a central place for everybody to start any ETL data pipeline builds. This tool is being heavily used, plus it's heavily integrated with all the ETL data pipeline design and build processes. Nobody can bypass these processes and do something without going through this tool."

"Data Intelligence allows us to automate multiple tasks we had previously done manually, such as restructuring the metadata for our purposes, setting up ETL flows, and defining the data tables we create. It also enables us to standardize our approach and our technical processes."

"erwin has tremendous capabilities to map right from the business technologies to the endpoint, such as physical entities and physical attributes, from a lineage standpoint."

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

"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."

"The possibility to write automation scripts is the biggest benefit for us. We have several products with metadata and metadata mapping capabilities. The big difference when we were choosing this product was the ability to run automation scripts against metadata and metadata mappings. Right now, we have a very high level of automation based on these automation scripts, so it's really the core feature for us."

More erwin Data Intelligence pros

"The controller makes it easy to control everything from one platform. The management is easy."

"It's easy to manage and support the user, our guests, and our customers if they have a problem."

Cons

"The fact that I sometimes have to go in and out of different applications, even though it's all part of the whole erwin suite, perhaps means it could be architected a little bit better. I think they do have some ideas for improvements there."

"There are a lot of little things like moving between read screens and edit screens. Those little human interface type of programming pieces will need to mature a bit to make it easier to get to where you want to go to put the stuff in."

"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."

"We chose to implement on an Oracle Database because we also had the erwin Data Modeler and Web Portal products in-house, which have been set up on Oracle Databases for many years. Sometimes the Oracle Database installation has caused some hiccups that wouldn't necessarily have been caused if we had used SQL Server."

"The technical support could be improved."

"Really huge datasets, where the logical names or the lexicons weren't groomed or maintained well, were the only area where it really had room for improvement. A huge data set would cause erwin to crash. If there were half a million or 1 million tables, erwin would hang."

"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."

"If we are talking about the business side of the product, maybe the Data Literacy could be made a bit simpler. You have to put your hands on it, so there is room for improvement."

More erwin Data Intelligence cons

"There are issues with certain Apple devices."

"It's stable, but it depends on the office and location."

Pricing and Cost Advice

"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 solution is aggressively priced."

"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."

"The whole suite, not just the DI but the modeling software, the harvester, Mapping Manager — everything we have — is about $100,000 a year for our renewals. That works out to each module being something like $8,000 to $10,000."

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

"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."

"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 price is reasonable, and a subscription is required."

More erwin Data Intelligence pricing and cost advice

"There is no license. The solution is free."

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Top Industries

By visitors reading reviews

Computer Software Company

25%

Financial Services Firm

10%

Government

Non Profit

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about erwin Data Intelligence by Quest?

The data mapping manager is the most valuable feature.

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What is your experience regarding pricing and costs for erwin Data Intelligence by Quest?

The price is reasonable, and a subscription is required.

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What needs improvement with erwin Data Intelligence by Quest?

The data quality assessment requires third-party components and a separate license. I would like to have better integration around the data quality. I would appreciate the inclusion of a non-struct...

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Comparisons

Microsoft Purview Data Governance vs erwin Data Intelligence

Compared 34% of the time

Collibra Governance vs erwin Data Intelligence

Compared 25% of the time

Alation Data Catalog vs erwin Data Intelligence

Compared 11% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs erwin Data Intelligence

Compared 10% of the time

Collibra Lineage vs erwin Data Intelligence

Compared 9% of the time

More erwin Data Intelligence Competitors

MuleSoft Anypoint Platform vs Unifi

Compared 58% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Unifi

Compared 42% of the time

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Product Reports

Buyer's Guide

erwin Data Intelligence

August 2025

Download erwin Data Intelligence product report

Buyer's Guide

Data Integration

August 2025

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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

The Unifi Data Platform breaks down the barriers of operational data silos and democratizes information across the enterprise. At the heart of the platform is a comprehensive suite of self-service data discovery and preparation tools to empower business users. Employing machine learning and artificial intelligence technologies, and optimized for the cloud, Unifi predicts what the business user wants to visualize and then connects the resulting data natively to the BI tool for fast, accurate results.

Unifi Software

Sample Customers

Oracle, Infosys, GSK, Toyota Motor Sales, HSBC

Big Incites, Cloudera, Flywheel Data, Hortonworks, MapR, Platfora, Qlik, Tableau Software, zData Inc.

Buyer's Guide

Unifi vs. erwin Data Intelligence

July 2025

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