Data Quality Software

Data quality software supports companies in ensuring that their data quality is sufficient enough for the requirements of their business operations, analytics and upcoming initiatives.

Data quality is crucial because higher quality data contributes to better business decisions.

This is especially relevant today because of increased automation. Automated process rely only on data and algorithms to make decisions. Given that modern algorithms increasingly rely on data as well, importance of data quality is increasing.

To achieve data quality goals, data quality software needs to work closely with master data management, data integration and big data solutions of the company.

Data quality is achieved through roles, technology, processes and culture. Important areas in data quality where these software support companies include:

  • Data governance
  • Data quality measurement/analytics
  • Automated or guided data quality improvement (also called data cleaning/cleansing)

Innovators Specialists Leaders Challengers Market Presence Momentum
Popularity
Satisfaction
Maturity
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Compare Data Quality Software
Results: 153

AIMultiple is data driven. Evaluate 153 products based on comprehensive, transparent and objective AIMultiple scores. For any of our scores, click the icon to learn how it is calculated based on objective data.

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= Rating
= 1 Review
= 30 Employees
= 200 Branded Queries
75.42100358406393
94.2597300318892
8.394217316959427
100
0.26345041268062985
56.58227713623866
top5 , top10
4star
InsideView
Rating
4.30
Reviews
100%
Employees
100%
Popularity
100%

The InsideView targeting intelligence platform powers the world's business conversations

58.52975132880114
78.0099681015932
0.5596144877972952
82.96113232548946
0.32384269997286724
39.04953455600908
5star
DemandTools
Rating
4.50
Reviews
100%
Employees
100%
Popularity
75%

55.938009259108114
73.81508542689885
3.031245142235349
78.42765420883218
0.07177054431831112
38.06093309131738
top10
4star
RingLead
Rating
4.30
Reviews
100%
Employees
59%
Popularity
100%

Simplify and automate duplicate removal and prevention, data normalization, and data enhancement for account and contacts/leads.

49.091064090155015
63.34131190142587
0.0077724234416291
67.38381903834497
0.009627755945139297
34.840816278884155
5star
WinPure Clean & Match
Rating
4.70
Reviews
100%
Employees
7%
Popularity
1%

46.77601182884425
59.6363134788144
0.0077724234416291
63.43495690335351
0.2406938986284824
33.9157101788741
4star
Melissa Data Quality Suite
Rating
4.30
Reviews
100%
Employees
100%
Popularity
1%

For 30+ years, Melissa has been helping companies all over the world with solutions to improve the quality of data for a meaningful return on investment.

46.61113514323024
58.77011001706308
0.9171459661122338
62.49092187753459
0.03763577324008997
34.45216026939741
true
5star
Openprise Free trial available
Rating
4.92
Reviews
100%
Employees
31%
Popularity
100%

The Openprise Data Orchestration Platform solves the garbage-in/garbage-out problem to make all your marketing and sales programs more successful.

46.17947644107349
58.68620891491949
0
62.42445542336238
0.2406938986284824
33.6727439672275
true
4star
Melissa Listware Free trial available
Rating
4.40
Reviews
100%
Employees
100%
Popularity
0%

Melissa's Listware is the all-in-one data quality tool designed to stop bad data in its tracks.

45.396575920605386
57.39522832056026
0.0233172703248873
61.00571780010413
1.6384690117546148
33.39792352065051
4star
Information Builders Omni-Gen/iWay
Rating
4.30
Reviews
100%
Employees
100%
Popularity
3%

45.07157436289144
56.30571928353819
0.3730763251981968
56.6963053125343
100
33.8374294422447
top5 , top10
4star
SAP Data Services
Rating
3.81
Reviews
100%
Employees
100%
Popularity
50%

Unlock meaning from all of your organization's data - structured or unstructured - with SAP Data Services software.

43.25948442611147
39.89435867934598
23.084097621638428
41.68332597462746
0.6503111515671361
46.62461017287696
top5 , top10
4star
Ab Initio
Rating
4.20
Reviews
100%
Employees
100%
Popularity
100%

Market Presence Metrics

Popularity

Searches with brand name

These are the number of queries on search engines which include the brand name of the product. Compared to other product based solutions, Data Quality Software is less concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 74%, 3% less than the average of search queries in this area.

Web Traffic

Data Quality Software is a less concentrated than average solution category in terms of web traffic. Top 3 companies receive 74% (4% less than average solution category) of the online visitors on data quality software company websites.

Satisfaction

Data Quality Software is less concentrated than the average in terms of user reviews. Top 3 companies receive 53% (this is 7% for the average solution category) of the reviews in the market. Product satisfaction tends to be higher for more popular data quality software products. Average rating for top 3 products is 4.4 vs 4.2 for average data quality software product review.

Leaders Average Review Score Number of Reviews

Maturity

SAP
SAS
Pitney Bowes
TIBCO
Esri

Number of Employees

101 employees work for a typical company in this category which is 51 more than the number of employees for a typical company in the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 121 companies (71 more than average solution category) with >10 employees are offering data quality software. Top 3 products are developed by companies with a total of 501-1,000 employees. However, all of these top 3 companies have multiple products so only a portion of this workforce is actually working on these top 3 products.

Insights

Top Words Describing Data Quality Software

This data is collected from customer reviews for all data quality software companies. The most positive word describing data quality software is "fully integrated" that is used in 0% of the reviews. The most negative one is time consuming with being used in 1% of all data quality software the reviews.

time consuming
1%
Negative

Customer Evaluation

These scores are the average scores collected from customer reviews for all Data Quality Software companies. Compared to median scores of all solution categories, Data Quality Software comes forward with Customer Service but falls behind in Value for Money.

Customers by

Industry

According to customer reviews, top 3 industries using Data Quality Software solutions are Financial Services, Higher Education and Marketing and Advertising. Top 3 industries consitute 26% of all customers. Top 3 industries that use any solution categories are Computer Software, Information Technology and Services and Marketing and Advertising.

Company Size

According to customer reviews, most common company size is employees with a share of 88%. The median share this company size is 23%. The most common company size that uses any solution category is employees.

Vendors by

HQ

Learn More About Data Quality Software

What are the benefits of data quality software?

The earlier data quality issues are identified, the easier it is to resolve them. This is because once data is inserted into systems;

  • relationships between different data points become formed. Therefore removing a data point can break existing relationships and lead to unforeseen data quality issues.
  • strategic and operational decisions are made based on available data. Issues in data quality impact quality of business decisions and ultimately impact a company's success

Data quality systems allow companies to detect and resolve data quality issues before those changes in data are implemented, reducing cost of data quality issues

What are the use cases for data quality software?

Data quality is important for any business process, function or industry that relies on automated decision making systems. Nearly all modern businesses rely on automated decision making systems and data quality software is therefore relevant for almost all modern businesses.

For example, credit scoring and trading systems in finance and recommendation engines in e-commerce are automated decision making systems that are as good as the underlying data.

How does data quality software work?

Data quality issues arise due to improperly formatted, incomplete, incorrect or obsolete data. Data issues arise at the point of observation (e.g. due to faulty hardware), during data communication (e.g. due to issues in the communication channel) or during storage (e.g.overwriting correct data)

Data quality issues can be identified by data quality software as it analyzes existing data, compares data across different tables, databases and systems and compares private data against publicly available data.

Data quality software aims to resolve data quality issues by deleting, modifying or appending records. These can either be done automatically or issues can be highlighted to technical or business personnel.

What is data quality software?

Data quality software supports companies to measure and improve quality of their data. By acting as a single source of information regarding data quality, these software focus the organization on resolving critical data quality issues

Use Cases

Apex Innovations - Customer Case Study
England Hockey use WinPure for Address Cleaning
Large Theatre Company Required Help With Data Cleansing & Data Matching
Fuzzy Matching Software Helps Global Telecommunications Company
Sandia National Laboratories - Customer Case Study
Clearblue - Customer Case Study
Data Cleansing & Data Deduplication Made Easy For Luton Borough Council