SAS Data Management vs Zaloni Data Platform comparison

SAS and Zaloni are both solutions in the Data Governance category. SAS is ranked #24 with an average rating of 10.0, while Zaloni is ranked #41. SAS holds a 1.7% mindshare in DG, compared to Zaloni’s 0.8% mindshare. Additionally, 88% of SAS users are willing to recommend the solution, compared to 50% of Zaloni users who would recommend it.

SAS Data Management

Read 19 SAS Data Management reviews

4,656 Views
1,536 Comparison Views

88% willing to recommend

Zaloni Data Platform

Read 2 Zaloni Data Platform reviews

944 Views
717 Comparison Views

50% willing to recommend

SAS Data Management

Zaloni Data Platform

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Executive SummaryUpdated on Nov 3, 2024

SAS Data Management and Zaloni Data Platform compete in the data management landscape. SAS tends to have the upper hand in pricing and customer support satisfaction, whereas Zaloni is noted for its feature set, making it potentially worth the investment.

Features: SAS Data Management is known for its robust data integration and quality control, offering advanced analytics capabilities. It supports a wide range of data sources and has strong data governance functions. Zaloni Data Platform focuses on data lake management and cataloging, providing a comprehensive view of data across the organization. Its ability to automate data workflows and ensure seamless data movement is significant.

Ease of Deployment and Customer Service: SAS Data Management offers flexible deployment options with both on-premises and cloud solutions, adapting to diverse enterprise needs. Its customer service is known for being responsive. Zaloni Data Platform provides a strong cloud-based deployment model with customer service that supports data governance and lake management challenges.

Pricing and ROI: SAS Data Management may have high setup costs but provides substantial returns due to its analytics features and support. Zaloni Data Platform offers a more cost-effective setup, delivering good ROI through efficient data management and automation of data workflows.

To learn more, read our detailed SAS Data Management vs. Zaloni Data Platform Report (Updated: June 2026).

Buyer's Guide

SAS Data Management vs. Zaloni Data Platform

June 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

SAS Data Management

Ranking in Data Governance

24th

Average Rating

8.6

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Data Integration (27th), Data Quality (6th)

Zaloni Data Platform

Ranking in Data Governance

41st

Average Rating

6.6

Number of Reviews

Ranking in other categories

Data Preparation Tools (12th)

Mindshare comparison

As of July 2026, in the Data Governance category, the mindshare of SAS Data Management is 1.7%, up from 1.0% compared to the previous year. The mindshare of Zaloni Data Platform is 0.8%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Governance Mindshare Distribution
Product	Mindshare (%)
SAS Data Management	1.7%
Zaloni Data Platform	0.8%
Other	97.5%

Data Governance

Featured Reviews

Namanjbaraiya Baru

Biostatistician at Lambda Therapeutic Research Ltd.

Data management has ensured compliant clinical trial datasets and supports reliable analysis

SAS Data Management's best feature is first, data reliability because SAS Data Management is a very trusted platform. The other valuable feature is data cleaning and the compliance that SAS Data Management provides. I can connect SAS Data Management with other SAS applications, as I am using SAS Viya, SAS 9.4, and SAS Enterprise Guide. The data query functionality of SAS Data Management is also very useful. Since I am using SAS Data Management, and SAS Data Management is well trusted by all regulatory authorities, the audit trails and security checks are very good. It is very reliable, very time-saving, and the chances of error are minimal.

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reviewer1476264

Solution Architect at a financial services firm with 10,001+ employees

Solid multi-ingestion tool but with poor exception handling

The major pain point with Zaloni is that their exception handling is not good. If any event happens (an event is when the job stops in the middle of the process), it doesn't tell you at which point it failed and it doesn't tell the operations team how they should take corrective actions unless you call Zaloni and then identify the issues. That is one issue. Another issue is that sometimes your jobs fail and if you run it a second time, it will go through. A third area it could be improved is the deployment process. When you want to deploy anything, it has a lot of manual processes. For example, you have to create your password in an encrypted format, and then you have to use a lot of manual deployment process. They should actually be building something else, like using Jenkins or automating their process. I have suggested to them that they have to improve their deployment process because they want everyone to run a manual deployment. It takes a lot of time, about half a day, for any single deployment. Then test it, then it might not work, and then reverting back is not easy because of the manual deployment process. I think in recent versions they added a lot of upgrades and additional features including a lot of integrations. Before it was just AWS, later they extended it to Azure. I'm not sure how they have extended it to GCP. It has some built-in features and a lot of improvements now because the UI and the features were not easy to navigate. Regarding showing the metrics, it's okay. I will say it's neither easy nor hard, there is whatever is required. Lastly, on the governance side, it's not very good. We faced some issues with the Ranger version. Ranger was an authentication tool on big data and Zaloni had some compatibility issues with the Ranger at that time. Later they said those are all going to be resolved, but at that time it had some issues. I'm not sure whether it was working with the Sentry or not.

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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

"I am impressed with the tool's ability to customize."

"The technical support is excellent."

"The interface of the solution is great, you don't need to be an experienced analytics person to work with the product, and even new users can do all sorts of modeling on the data."

"For the warehouse and BI environment, SAS is very quick, very intuitive, very, very powerful, and very valuable."

"This is an established product with powerful data analysis and varied options for user entry points."

"Their software pricing offers the best value for money on the market."

"Previously our business users would have to write complex SQL or issue requests to the technical team in order to get the information needed, and they find it much easier using the Dataflux product to access the information stored in the database for the type of analyses they have to do on a day to day basis."

"The SAS Data Management software has enabled us to have a single source of truth for any data that was earlier being fetched from multiple source systems at multiple times."

More SAS Data Management pros

"You can create a lot of ingestions based on the file levels or based on the time."

"The most valuable feature is the ability to map data and write workflows with logic inside them."

"The entire need was to ingest it into big data and Zaloni was the fastest product to test and implement into production."

Cons

"For the amount of features that we use, the licensing is expensive."

"Very little needs to improve but perhaps a nicer graphic interface and remaining competetive in the growing field of data analytics."

"The stability could be a bit better. It's lacking in this area right now."

"The support for SAS in Brazil is not the best one, but the support in Sweden is really good, as they visit the company and work to solve the issues."

"One problem is accessing the data using a solution other than SAS. The SAS data, which we create in the SAS, cannot be accessed by other tools. We can't open those data in other applications. So we need to have that application in place."

"Customer Service: When DataFlux was a standalone company, the customer service deserved an A+ rating. Now that it is a wholly owned subsidiary of SAS, and just one piece of a giant software conglomerate, I would give them a C+."

"There is significant room for improvement, especially with regard to using a hybrid approach that involves both CAS and persistent storage."

"The solution is very expensive."

More SAS Data Management cons

"The major pain point with Zaloni is that their exception handling is not good."

"The major pain point with Zaloni is that their exception handling is not good. If any event happens, it doesn't tell you at which point it failed and it doesn't tell the operations team how they should take corrective actions unless you call Zaloni and then identify the issues. That is one issue."

"Technical support is in need of improvement."

"When we have gone to the support team because something is wrong with the product, I would say that it has not been easy for them to sort things out and quickly give us a patch."

Pricing and Cost Advice

"The tool is a bit expensive."

"The solution is expensive."

"The licensing model for vCenter is a perpetual license with yearly payments."

"While it is even free for personal use on the cloud, it can be expensive for desktop installations and enterprise use."

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

17%

Comms Service Provider

Construction Company

Government

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	2
Large Enterprise	8

No data available

Questions from the Community

What is your experience regarding pricing and costs for SAS Data Management?

From my experience, SAS Data Management is an expensive tool.

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What needs improvement with SAS Data Management?

SAS Data Management can be improved in terms of the learning curve.

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What is your primary use case for SAS Data Management?

My main use case for using SAS Data Management is data cleaning for my clinical trial data because my data is very large, and I need clean, reliable, and regulatory compliance data. My data comes f...

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Product Reports

Buyer's Guide

SAS Data Management

June 2026

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Buyer's Guide

Data Governance

June 2026

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Also Known As

SAS Data Management Platform, Data Management Platform, DataFlux

ZDP

Overview

SAS Data Management provides data integration, governance, and robust reporting tools. It connects to diverse data sources, ensuring quality management and enabling data analysis for technical and non-technical users.

SAS Data Management features flexible data flow creation, scheduling, and ETL control. It enhances data integration and metadata management with tools that support data standardization. Users benefit from its importing and exporting capabilities, connecting to multiple sources. It facilitates improved data quality management and offers a flexible language for diverse needs. Data visualization capabilities further support decision-making across industries, automating reports and data warehouses.

What are the key features of SAS Data Management?

User-friendly interface: Intuitive navigation facilitates ease of use.
Easy data flow creation: Streamlines processes for seamless data management.
Scheduling and ETL control: Automates tasks for increased efficiency.
Data integration: Connects datasets from multiple origins.
Metadata management: Ensures consistency and quality of data.
Data governance: Provides tools for managing data compliance.
Robust reporting: Delivers comprehensive insights through detailed reports.

What benefits and ROI should be considered?

Data standardization: Enhances data predictability and usability.
Data quality management: Improves accuracy and integrity.
Flexible language: Adapts to specific user requirements.
Import/export capabilities: Facilitates seamless data transitions.
Support for diverse users: Offers tools suitable for varied skill levels.
Automation features: Saves time by reducing manual processes.

SAS Data Management helps industries like finance integrate diverse data sources for analytics and reporting. It is used for tasks such as financial reporting, credit risk analysis, and data cleansing. Through user-driven automation, it aids in aligning data warehouses and generating insightful visual outputs, making it ideal for analyzing structured data from sources like Excel and CSV files.

SAS

Zaloni Data Platform offers a comprehensive data management solution that addresses the challenges of data governance, security, and integration across complex environments. It enables enterprises to control, manage, and optimize their data assets effectively.

Zaloni Data Platform is recognized for its ability to handle intricate data requirements with a focus on governance and security. It supports efficient data cataloging, enhanced data quality, and robust data lineage. The platform empowers businesses by centralizing and unifying data access, making it simpler to manage Big Data environments. Targeting data professionals, it provides a suite of tools designed to optimize data utilization and streamline data processes.

What are the standout features of Zaloni Data Platform?

Data Cataloging: Provides a comprehensive catalog to discover and understand data assets easily.
Data Governance: Ensures data accuracy and compliance through automated processes.
Data Lineage: Offers visibility into data movement and transformation across systems.
Security and Compliance: Implements strong data security measures and compliance tracking.
Scalability: Adapts to growing data volumes and storage requirements.

What benefits or ROI should users expect from Zaloni Data Platform?

Improved Data Quality: Enhances decision-making with accurate and reliable data.
Operational Efficiency: Reduces time and resources needed for managing data.
Cost Savings: Optimizes data storage and reduces redundant processes.
Risk Management: Minimizes risks related to data breaches and compliance issues.

Zaloni Data Platform has seen successful deployment across industries such as finance, healthcare, and telecommunications. In finance, it helps manage regulatory compliance data requirements. In healthcare, it ensures secure patient data management, while in telecommunications, it supports the integration of data for customer analytics and service improvements.

Zaloni

Sample Customers

Data Management, 1-800-FLOWERS.COM, Absa, Aegon, Allianz Global Corporate & SpecialtyAusgrid, Bank of Queensland, Bell, BMC Software, Canada Post, Ceska pojistovna, Chantecler, Chubb Group of Insurance Companies, Credit Guarantee Corporation, Cr_dito y Cauci‹n, Delaware State Police, Deutsche Lufthansa, Directorate of Economics and Statistics, DSM, Enerjisa, ERGO Insurance Group, Florida Department of Corrections, Generali Hellas, Gitanjali Group, Gloucestershire Constabulary, GS Home Shopping, HealthPartners, IAG New Zealand, iJET, Invacare, Livzon Pharmaceutical Group, Los Angeles County, Miami Herald Media Company, Netherlands Enterprise Agency, New Zealand Ministry of Health, Nippon Paper, North Carolina Office of Information Technology Services, Orlando Magic, OTP Group, PITT OHIO, Plano Independent School District, RWE Poland, Spanish Air Force, Stockholm County Council, Telus, The Travel Corporation, Transitions Optical, Triad Analytic Solutions, UNIQA, US Census Bureau, US Department of Housing and Urban Development, USDA National Agricultural Statistics Service, West Midlands Police, XS Inc., Zenith Insurance

CDS Global, AIG,

Buyer's Guide

SAS Data Management vs. Zaloni Data Platform

June 2026

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