dbt vs. Varonis Data Security Platform

The prerequisite is that you have a supported database/data warehouse and have already found a way to ingest your raw data. Then dbt is very well suited to manage your transformation logic if the people using it are familiar with SQL. If you want to benefit from bringing engineering practices to data, dbt is a great fit. It can bring CI/CD practices, version control, automated testing, documentation generation, etc. It is not so well suited if the people managing the transformation logic do not like to code (in SQL) but prefer graphical user interfaces.

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The most highlighted feature of Varonis Data Security Platform is the data analyzing mechanism. It analyzes your data all the time with some special algorithms to detect any unusual activities so that it can identify any unusual behavior or users and
take necessary action to save your sensitive data. They also offer a complete dashboard solution for their customers to control across different data stores, see their current state, and any security breaches to be addressed manually.

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Independently Invited by TrustRadius

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• dbt supports version control through GIT, this allows teams to collaborate and track the data transformation logic.
• dbt allows us to build data models which helps to break complex transformation logic into simple and smaller logic.
• dbt is completely based on SQL which allows data analyst and data engineers to build the transformation logic.
• dbt can be easily integrated with snowflake.

Incentivized

Independently Invited by TrustRadius

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• Varonis logging is very robust and captures all audit events being sent from the file servers.
• The ability to report and alert on Active Directory account events works very well with file activity monitoring. It can show the complete picture of what an account did while being used.
• Have a customizable dashboard is great for being able to show upper management information that only pertains to them.

• Field-level lineage (currently at table level)
• Documentation inheritance - if a field is documented the downstream field of the same name could inherit the doc info
• Adding python model support (in beta now)

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Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Implementation can be challenging in some areas and can only be executed by the vendor
• Implementation can only be executed by the vendor and additional work can be chargeable
• Licensing can be improved upon
• Agent based so implementation can be longer than expected

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

Because the tool delivers on its promises and forces us to explore each functionality. Using the tool leads us to seek more knowledge and apply it to our environment, mitigating risks, reducing the attack surface, increasing the team's technical knowledge, and boosting team growth. It also demonstrates to senior management that the tool is extremely necessary for the environment.

Support has always been very responsive and addressed any issues we may have had in the past. Some local engineers are willing to come onsite or work over a web session to discuss creating a new rule set or look at some issues. Getting issues address has never been a problem. There was one feature we had trouble getting to function correctly, but support and local engineers were willing to work with us as much as needed to get it working correctly for our organization.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

I actually don't know what the alternative to dbt is. I'm sure one must exist other than more 'roll your own' options like Apache Airflow, say, bu tin terms of super easy managed/cloud data transforms, dbt really does seem to be THE tool to use. It's $50/month per dev, BUT there's a FREE version for 1 dev seat with no read-only access for anyone else, so you can always start with that and then buy yourself a seat later.

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Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

Actually, we didn't expend much time evaluating other file auditing platforms. We chose Varonis just after a serious incident and we had already heard about Varonis at a Netapp event. So it was an easy choice. We called Varonis and asked them for a PoC, that's it. The PoC became a production and it is running until this day.

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Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Simplified our BI layer for faster load times
• Increased the quality of data reaching our end users
• Makes complex transformations manageable

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• We have identified data classifications issues that our organization was not aware of prior to the implementation.
• The tool does take a dedicated resource for it to be effective.
• Varonis has improved the speed with which we can fulfill audit requests, leaving us more time for other tasks.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info