
What is SAS Data Quality?
SAS software for data preparation and data quality enables data transformation, self-service data integration and data enrichment for clean, reliable data. SAS Data Quality helps you make data-driven decisions you can trust. Use it to improve and monitor the health and value of your data so you can confidently fuel operations, compliance and analytics initiatives.
Company Details
Need Assistance?
We're here to help you with understanding our reports and the data inside to help you make decisions.
Get AssistanceSAS Data Quality Ratings
Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard
to access more information on SAS Data Quality.
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
89 Likeliness to Recommend
1
Since last award
98 Plan to Renew
2
Since last award
86 Satisfaction of Cost Relative to Value
2
Since last award
Emotional Footprint Overview
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
+95 Net Emotional Footprint
The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.
How much do users love SAS Data Quality?
Pros
- Helps Innovate
- Performance Enhancing
- Trustworthy
- Efficient Service
How to read the Emotional Footprint
The Net Emotional Footprint measures high-level user sentiment towards particular product offerings. It aggregates emotional response ratings for various dimensions of the vendor-client relationship and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.
While purchasing decisions shouldn't be based on emotion, it's valuable to know what kind of emotional response the vendor you're considering elicits from their users.
Footprint
Negative
Neutral
Positive
Feature Ratings
Data Cleansing
Dashboard
Data Enrichment
Record Management
Data Matching
Reporting Components
Data Profiling
Geocoding
Data Monitoring and Administration
Data Source Connectivity
Record Deduplication
Vendor Capability Ratings
Quality of Features
Ease of Implementation
Ease of Data Integration
Breadth of Features
Availability and Quality of Training
Ease of IT Administration
Business Value Created
Ease of Customization
Product Strategy and Rate of Improvement
Usability and Intuitiveness
Vendor Support
SAS Data Quality Reviews

Sheetal R.
- Role: Human Resources
- Industry: Manufacturing
- Involvement: IT Leader or Manager
Submitted Oct 2023
Fantastic product
Likeliness to Recommend
What differentiates SAS Data Quality from other similar products?
The most challenging step in any analytics project is gathering data and transforming it so that it is business-ready. Sas data quality assisted us in profiling data, previewing and standardising it, and monitoring it in order to avoid data issues throughout the analytics phase.
What is your favorite aspect of this product?
I enjoy how the interface modifications allow users to perform more on one screen in a more effective manner. Viya handles tabs better than desktop SAS, and it's convenient that datasets don't need to be closed to be changed. There have also been other enhancements to the quality of life. You can save commonly used routines in snippets and transmit outputs in a number of formats and methods. These features were missing from the desktop version and help to modernise the SAS experience.
What do you dislike most about this product?
I didn't perceive any disadvantages to utilising SAS Viya, but I would prefer it if the software's creators made it available to a wider audience. I've been using SAS software for over 7 years, and they were the first to build such enterprise-level statistical analysis applications. However, when I changed professions in the same field, I noticed that few organisations were adopting SAS programmes.
What recommendations would you give to someone considering this product?
SAS allows me to finish all of my analyses in a reasonable period of time and in an organised manner without having to spend a lot of money on software. I appreciate how useful it is for mixture modelling.
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Performance Enhancing

Vipul S.
- Role: Information Technology
- Industry: Consulting
- Involvement: IT Development, Integration, and Administration
Submitted Jun 2025
Powerful but Complex: Best for Advanced Data Analy
Likeliness to Recommend
What differentiates SAS Data Quality from other similar products?
SAS Data Quality differentiates itself through deep integration with the broader SAS ecosystem, offering advanced analytics, robust data governance, and industry-specific capabilities. It's built for enterprise-scale performance, supporting comprehensive data profiling, cleansing, matching, and monitoring across hybrid and cloud environments. This makes it a strong choice for organizations that need reliable, scalable, and intelligent data quality solutions.
What is your favorite aspect of this product?
My favorite aspect of SAS Data Quality is its seamless integration with advanced analytics and the broader SAS platform. This allows users not only to clean and manage data but also to directly leverage that improved data for powerful analytics, reporting, and AI-driven insights鈥攁ll within a unified environment. It turns data quality from a back-office task into a strategic enabler.
What do you dislike most about this product?
What鈥檚 most commonly criticized about SAS Data Quality is its **complexity and steep learning curve**, especially for new users or organizations without existing SAS expertise. Its powerful capabilities often require significant setup, customization, and training, which can slow down adoption and increase dependency on skilled resources. Additionally, licensing costs can be high compared to more lightweight or open-source alternatives.
What recommendations would you give to someone considering this product?
If you're considering SAS Data Quality, here are key recommendations: Assess your organization's SAS maturity: It's best suited for teams already using SAS tools or planning to invest in the broader SAS ecosystem. Plan for training and support: Due to its complexity, allocate time and budget for staff training or consider engaging SAS consultants. Start with a clear use case: Focus on a specific, high-impact data quality issue (e.g., customer de-duplication or address standardization) to demonstrate value early. Evaluate scalability needs
Pros
- Includes Product Enhancements
- Helps Innovate
- Performance Enhancing
- Inspires Innovation
Cons
- Vendor's Interest First
- Under Delivered
- Slower Product Innovation

Adedapo F.
- Role: Information Technology
- Industry: Technology
- Involvement: End User of Application
Submitted May 2025
SAS Data Quality: Robust, precise data management.
Likeliness to Recommend
What differentiates SAS Data Quality from other similar products?
SAS Data Quality differentiates itself with its comprehensive data profiling, cleansing, and governance capabilities, backed by advanced analytics to ensure data accuracy and consistency.
What is your favorite aspect of this product?
SAS Data Quality's strong data cleansing and profiling capabilities, which guarantee excellent data accuracy and integrity, are my favorite feature.
What do you dislike most about this product?
Complex interface and steep learning curve.
What recommendations would you give to someone considering this product?
I recommend this product because of its strong data profiling and cleansing capabilities, I suggest SAS Data Quality; nevertheless, be ready for a challenging learning curve and an intricate UI.
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Performance Enhancing