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71 reviews
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    Alison A.

Powerful Data Pipeline Automation, but Complex for New Users

  • March 12, 2026
  • Review provided by G2

What do you like best about the product?
I like that CloverDX makes it easier to automate complex data pipelines while still allowing customization through code when needed
What do you dislike about the product?
The platform can be complex for new users, and setting up advanced workflows sometimes requires technical knowledge
What problems is the product solving and how is that benefiting you?
the main problem it solves is data being scattered across different systems and formats. Many companies have data coming from databases, spreadsheets, APIs, cloud apps, or legacy systems, and it’s messy and hard to combine. Manually moving or cleaning that data takes a lot of time and causes mistakes.


    Kaichen M.

Easy to Use, Comprehensive ETL Solution

  • March 10, 2026
  • Review provided by G2

What do you like best about the product?
I like that CloverDX is easy to use and has a clear front end. The initial setup is straightforward, which made it simple to get started with the software. I also value the search tool for its utility in building and checking ETL job flows. Overall, having a comprehensive picture of the data flow is incredibly useful.
What do you dislike about the product?
I think adding an AI assistant to CloverDX would be beneficial. It could help automate some manual tasks, which would streamline processes.
What problems is the product solving and how is that benefiting you?
I use CloverDX for building and checking ETL job flow and getting a comprehensive picture of data flow. It simplifies my work with its easy-to-use and clear front end, though adding an AI assistant could automate some manual work.


    Construction

Streamlines Workflows, But Room for Improvement

  • November 18, 2025
  • Review provided by G2

What do you like best about the product?
What I appreciate most about CloverDX is how the platform streamlines and automates workflows, while also making it easier to manage data operations.
What do you dislike about the product?
One of the drawbacks I’ve found with CloverDX is its cost, which can be a significant concern. Additionally, I feel that some of the platform’s features are rather complex and may be challenging for users to navigate.
What problems is the product solving and how is that benefiting you?
CloverDX helped address the need for a data visualization tool for users, and it is both efficient and scalable when working with data.


    Karen B.

Ideal for Businesses with Multiple Points of Sale

  • November 18, 2025
  • Review provided by G2

What do you like best about the product?
I love how CloverDX allows me to have multiple points of sale under the same company, which is ideal for managing a business like mine that needs different points of sale for various products. I also value the ease with which I can perform daily, monthly, and annual closures, as CloverDX provides me with clear transaction details, which is crucial for financial tracking and business stability. The daily reports are another feature I greatly appreciate, as they help me efficiently manage my inventory, allowing me to make more informed decisions and maintain an adequate stock. This facilitates a level of control over the business that is difficult to achieve otherwise.
What do you dislike about the product?
The part of the employee check-in and check-out is sometimes confusing. There are system failures when performing these types of actions, and most of the problems appear as error codes in the application.
What problems is the product solving and how is that benefiting you?
I use CloverDX to manage multiple points of sale, facilitate payments, and obtain detailed transaction reports, which improves my inventory control.


    Pavlo T.

Customizable Pipelines, Easy Setup with CloverDX

  • December 17, 2024
  • Review provided by G2

What do you like best about the product?
I like how CloverDX allows me to quickly build custom ETL pipelines with its easy-to-customize components. I also appreciate the ready-to-go components it provides. The CTL2 and the ability to create custom functionality are great because they help follow the DRY paradigm and enable code reuse. Additionally, the initial setup of CloverDX was very easy, which was a big plus for me.
What do you dislike about the product?
I dislike handling data contract changes or dynamic metadata in CloverDX. When a file changes, like having more or fewer columns, I have to rebuild the pipeline and create new metadata.
What problems is the product solving and how is that benefiting you?
I use CloverDX to quickly build custom ETL pipelines with ready-to-go components, customize them easily, and create reusable code through custom functions.


    Consulting

CloverDX simplifies complex data projects but has no clear error description

  • December 16, 2024
  • Review provided by G2

What do you like best about the product?
The ease te extract data from any source and transform it. Also the Code used by Clover is very easy and very intuitive
What do you dislike about the product?
Error messages that not always doesn't represent the real issue.
What problems is the product solving and how is that benefiting you?
Extracting data from an old Microsoft ERP-system to another, newer, Microsoft ERP-system. Clover makes it, once we go through all the ambiguous errors, very easy to map and transform data form old to new.


    Information Technology and Services

Simplify data validation and transformation

  • December 13, 2024
  • Review provided by G2

What do you like best about the product?
We are using CloverDX to validate and transform data for loading into Oracle Cloud ERP. Using this has simplified the data validation and transform part and using reusbale codes we can easily do all the pre requisite validations .

It has also helped in transforming the data from client's legacy system to the Oracle Cloud ERP.
We can connect to it using Database too which makes data mapping really easy.
What do you dislike about the product?
System crashed sometimes when dealing with very large files, just have to be patience a bit.
What problems is the product solving and how is that benefiting you?
Client Data Validation and transformation for Data migration to another ERP system


    Sathyaseelan C.

Using Clover is Clever

  • December 12, 2024
  • Review provided by G2

What do you like best about the product?
Entire product is awesome and GUI is very good.
Easy to understand
Very light when compare to other ETL tools available in market .
What do you dislike about the product?
Tracking the sessions under a single server. Who runs what and when
Multi graph utiity
What problems is the product solving and how is that benefiting you?
Legacy to ERP mapping transformation is the biggest challenge which clover did it ease.

Scripting for adding our own customizations is added advantage


    Vinay A.

Using CloverDX for ETL pupose

  • December 11, 2024
  • Review provided by G2

What do you like best about the product?
It has very simple graphical user interface which requires minimal coding, using which we can automate most of the process. Reading data from flat files, csvs to database tables. Can transform using the inbuilt transformation component. Can configure the data mapping add data validations using the inbuilt components to make sure all junk data is caught and handled. and can generate output again in a range from flat file to database.
We can also make webservice call which is another added advantage.
Good customer support. Good community to assist with any problems if you are looking for a solution
What do you dislike about the product?
Little heavy to use, takes some time to load and transfer data from CloverDX server to local server.
have some limited connectivity in terms to connecting to SFTP.
Didnt find anything for encryption and decryption.
What problems is the product solving and how is that benefiting you?
Large data volume transformation, mapping data from different set to different set. Validate the data before transform or load.


    Retail

A powerful and easy-to-use data integration tool

  • December 11, 2024
  • Review provided by G2

What do you like best about the product?
Clover dx is a higly reliable platform for managing and integrating across different system.
Simple & user friendly design : with the drag & drop interface it makes building data workflows straightforward, even for beginners. when I gave the training for Clover DX in my team, it was very easy to explain and it is very easy to grasp even for a new beginner.
Connects to almost anything: we can connect variety of data sources like database, flat files, APIs & cloud platforms.
Saves time with automation which reduces manual errors and ensures your processes run smoothly.

We can use Clover Dx for Data migration, ETL Process, Reporting and analytics etc.

As per my final thoughts I would like to say that Clover DX is a powerful tool which helps businesses simplify their solutions & data operations. For businesses looking to modernize their data infrastructure and maximize the value of the assets, Clover DX is an excellent choice to deliver great results.
What do you dislike about the product?
Debugging and errors are never clear in the console, sometimes errors are differnt and console shows something very different to that and which is not understandable too.
Documentation needs to be improve and maybe some video recordings are needed for the beginners to understand.
What problems is the product solving and how is that benefiting you?
As per my case I have used Clover DX for integrating the data coming from different source systems like data base, CRM or excel making it easier to access & use for transformation.
We have created automated graphs to do the staging, transformation & migrating the data which helped us a lot and saved our time during the project and we didn't have to use the same tool for different graphs, everythign was setup into the automated graphs.