The most helpful part about CloverDx is how easy it is to automate/integrate everyday task. The most power thing about it is how its able to transform data on the fly, which is very powerful in my world. The UI is designed in a way non technical users can easily catch on. The Pricing is fair. Never had any issues with performance. The support team is wonderful, very knowledgeable and always willing to help with challenges. The new AI engine is amazing, I love the fact that you can communicate exactly what you need and it builds it right in the platform for you. Review collected by and hosted on G2.com.

There is nothing that I dislike about CloverDx. Review collected by and hosted on G2.com.

Can be seen as very effiecient compared to the traditional way of data conversion. Also makes transforming data easy. Work needs to be done in the first phase of your project, however once done , the remaining conversion cycles dont need to be changed depending on the changing business requirements. Review collected by and hosted on G2.com.

Does not support real time data, the very start of learning cloverdx can be quite not too straight forward. When changing metadata, does not automatically replace the one i am changing Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

added security, quality of life, and AI features with latest updates to keep product fresh and up to date. Review collected by and hosted on G2.com.

AI integration is slightly lacking. Can directly pipe your Claude/ChatGPT API client, but not embedded naturally like a smooth IDE would be.

AI also lacks the super technical works of CloverDX, so it's not able to do everythingggg in CloverDX. I've found it best as a true assistant to bounce ideas and some code blocks off of, rather than telling it to build me a graph or give me new components directly. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

I think adding an AI assistant to CloverDX would be beneficial. It could help automate some manual tasks, which would streamline processes. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

The most exciting new thing, by far, is the introduction of AI and machine learning components. This is a game-changer. The fact that CloverDX now allows you to run machine learning models locally for things like data classification and anonymization is brilliant. This keeps sensitive data in-house and addresses a lot of the privacy and governance concerns that we, as data and enterprise professionals, have to deal with constantly.

Other new OpenAIClient component is also really cool. It lets you integrate large language models (LLMs) into your graphs, giving you the power to do things like text summarization, content generation, and smart data cleaning.

I'm also a big fan of the improvements to the Data Manager and Wrangler. The ability to share Data Manager across multiple environments and the enhanced usability in Wrangler, like the Undo/Redo functionality, make a big difference in day-to-day work. Review collected by and hosted on G2.com.

While the new features are great, there are always things that can be better. The learning curve for some of the more advanced concepts and the CloverDX Transformation Language (CTL) can still be a bit steep for new users. While the documentation is good, a more interactive, guided learning path directly within the designer could help a lot.

Also, some users, including myself, have noted that the support response time could be a bit faster. While the quality of support is excellent, a shorter turnaround on complex issues would be a significant plus. The overall library of out-of-the-box connectors could still be expanded to cover a wider range of modern APIs and services. Review collected by and hosted on G2.com.

I like that CloverDX makes it easier to automate complex data pipelines while still allowing customization through code when needed Review collected by and hosted on G2.com.

The platform can be complex for new users, and setting up advanced workflows sometimes requires technical knowledge Review collected by and hosted on G2.com.

The API integration in the tool has proven to be very useful in building new graphs which we use to connect to ERP system to load data by submitting necessary jobs which reduces manual effort. Review collected by and hosted on G2.com.

The online documentation could be added with more info, like detailed examples on how to use specific components/functions which would be useful. Some documentation is really good while for few others there isn't much information provided. Review collected by and hosted on G2.com.

helps us to modify the graphs to accommodate our needs Review collected by and hosted on G2.com.

more flexible self-serving interface, allow people to customize graphs and request by themselves without additional help Review collected by and hosted on G2.com.