What are our data sources?
We use the data sources on the side for ranking solutions and awarding badges in data governance software category. Our data sources in data governance software category include;
Data governance is a key aspect of ensuring data quality and availability. Data governance software help companies manage the data lifecycle, ensure data standards and improve data quality.
With increased availability of data, businesses are increasing their reliance on data which increases the importance of data governance.
To be categorized as data governance software, a product must be able to:
AIMultiple is data driven. Evaluate 63 services based on
comprehensive, transparent and objective AIMultiple scores.
For any of our scores, click the information icon to learn how it is
calculated based on objective data.
*Products with visit website buttons are sponsored
We use the data sources on the side for ranking solutions and awarding badges in data governance software category. Our data sources in data governance software category include;
review websites
social media websites
search engine data for branded queries
According to the weighted combination of 7 data sources
Alteryx
Rubrik
Netwrix Auditor
Cloudera
Access Rights Manager
Taking into account the latest metrics outlined below, these are the current data governance software market leaders. Market leaders are not the overall leaders since market leadership doesn’t take into account growth rate.
Alteryx
Rubrik
Access Rights Manager
Cloudera
Netwrix Auditor
These are the number of queries on search engines which include the brand name of the solution. Compared to other Data categories, Data Governance Software is more concentrated in terms of top 3 companies’ share of search queries. Top 3 companies receive 68%, 8% more than the average of search queries in this area.
129 employees work for a typical company in this solution category which is 108 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. 45 companies with >10 employees are offering data governance software. Top 3 products are developed by companies with a total of 300k employees. The largest company building data governance software is IBM with more than 300,000 employees.
Taking into account the latest metrics outlined below, these are the fastest growing solutions:
Alteryx
Rubrik
Netwrix Auditor
Cloudera
Alation
We have analyzed reviews published in the last months. These were published in 4 review platforms as well as vendor websites where the vendor had provided a testimonial from a client whom we could connect to a real person.
These solutions have the best combination of high ratings from reviews and number of reviews when we take into account all their recent reviews.
This data is collected from customer reviews for all Data Governance Software companies. The most positive word describing Data Governance Software is “Easy to use” that is used in 9% of the reviews. The most negative one is “Difficult” with which is used in 3.00% of all the Data Governance Software reviews.
According to customer reviews, most common company size for data governance software customers is 51-1,000 employees. Customers with 51-1,000 employees make up 45% of data governance software customers. For an average Data solution, customers with 51-1,000 employees make up 35% of total customers.
These scores are the average scores collected from customer reviews for all Data Governance Software. Data Governance Software is most positively evaluated in terms of "Overall" but falls behind in "Ease of Use".
This category was searched on average for 490 times per month on search engines in 2022. This number has decreased to 390 in 2023. If we compare with other data solutions, a typical solution was searched 1.3k times in 2022 and this decreased to 1k in 2023.