--- title: Keboola Reviews meta_title: 'Keboola Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 142 reviews by the users' company size, role or industry to find out how Keboola works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 142 scale: '5' date_modified: '2026-08-07' parent_category: name: Digital Advertising Tech url: https://www.g2.com/categories/digital-advertising-tech --- # Keboola Reviews **Vendor:** Keboola **Category:** [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp) **Average Rating:** 4.6/5.0 **Total Reviews:** 142 ## About Keboola Keboola is a finance data and AI platform for companies that need trusted financial reporting, planning, analysis, and close processes across complex systems. Built for CFOs, FP&A teams, Controllers, finance operations, and data teams, Keboola helps organizations turn fragmented data from ERPs, accounting systems, spreadsheets, CRM, warehouses, and operational tools into one governed foundation for financial intelligence. Many finance teams rely on disconnected systems, inconsistent charts of accounts, manual reconciliations, and spreadsheet-based reporting. This makes it difficult to close quickly, produce reliable forecasts, answer board questions, support acquisitions, or use AI safely with financial data. Keboola solves this upstream data problem by connecting, standardizing, transforming, and governing financial data before it reaches FP&A, CPM, BI, reporting, or AI tools. Keboola is especially valuable for multi-entity companies, private-equity-backed businesses, holding groups, financial services firms, franchises, and organizations growing through M&A. These companies often operate across multiple ERPs, entities, countries, currencies, and reporting definitions. Keboola helps standardize chart-of-accounts logic, automate financial data pipelines, reconcile data across systems, and create trusted business definitions that teams can use consistently. Unlike traditional FP&A, CPM, EPM, budgeting, forecasting, or financial reporting tools that assume clean data already exists, Keboola focuses on the governed data foundation underneath. The platform gives teams transparent, auditable logic for financial transformations, source-to-output lineage, reusable business rules, and a semantic layer that helps ensure reports, dashboards, forecasts, and AI outputs are based on trusted company data. Keboola works alongside existing tools such as Snowflake, BigQuery, Databricks, Microsoft Fabric, Power BI, Tableau, Looker, Anaplan, Pigment, DataRails, Workiva, and other finance and analytics platforms. Rather than forcing a rip-and-replace project, Keboola strengthens the data layer beneath these systems so finance teams can plan, report, reconcile, and analyze with greater confidence. For AI adoption, Keboola provides the governed data environment that makes AI practical for business-critical financial workflows. Teams can connect AI agents and assistants to approved metrics, trusted pipelines, financial definitions, and auditable data products, reducing the risk of confident but untraceable answers. With Keboola, organizations can improve financial analysis, accelerate reporting, support financial close, automate reconciliation workflows, enable more reliable FP&A, and create a trusted foundation for AI-powered finance. ## Keboola Pros & Cons **What users like:** - Users find Keboola's platform to be **simple and easy to use** , making data management accessible for everyone. (35 reviews) - Users value the **user-friendly data management** capabilities of Keboola, enhancing accessibility for non-technical individuals. (27 reviews) - Users praise the **intuitive setup for data flows** in Keboola, enhancing productivity with seamless data handling. (26 reviews) - Users value the **extensive integrations** of Keboola, enabling seamless data management across various platforms and tools. (26 reviews) - Users praise Keboola for its **incredible customer support** , providing fast and helpful assistance to enhance their experience. (25 reviews) - Users love the **easy integrations** of Keboola, simplifying data processing across various platforms efficiently. (23 reviews) - Users value the **implementation ease** of Keboola, enabling swift project setups and efficient data handling. (23 reviews) - Easy Setup (19 reviews) - Collaboration (18 reviews) - Time-saving (18 reviews) **What users dislike:** - Users find the **learning curve steep** , often requiring developer assistance and causing confusion with component navigation. (14 reviews) - Users struggle with the **complexity** of Keboola, facing steep learning curves and inconsistent documentation that hinders usability. (13 reviews) - Users face a **steep learning curve** with Keboola, often needing external help to navigate its complexities effectively. (11 reviews) - Users find the **interface difficult to navigate** , making data management more complex and error-prone than expected. (9 reviews) - Users find the **user interface overwhelming** and not intuitive, resulting in a challenging learning experience for newcomers. (9 reviews) - Users find Keboola to be **expensive** when pushing data frequently, leading to skyrocketing costs and limited control. (8 reviews) - Missing Features (8 reviews) - Poor Documentation (8 reviews) - Difficult Learning (7 reviews) - Integration Issues (7 reviews) ## Keboola Reviews ### 1. Friendly usage, but sometimes complicated setting of API components. Support react perfectly.. **Rating:** 4.0/5.0 stars **Reviewed by:** Jan B. | Data engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2022 **What do you like best about Keboola?** Friendly interface, easy settings in most cases. **What do you dislike about Keboola?** Sometimes unknown errors a need to solve the problem with the support. **What problems is Keboola solving and how is that benefiting you?** Downloading and transforming data from marketing and database sources. ### 2. Keboola - a great data processing tool! **Rating:** 5.0/5.0 stars **Reviewed by:** Lukáš V. | Data migration lead, Mid-Market (51-1000 emp.) **Reviewed Date:** May 18, 2022 **What do you like best about Keboola?** Easy to use and understand. There is no need to solve the technical background for processing the data as it is necessary in e.g. AWS. Another very convenient thing is the possibility to connect lots of data sources with prepared connectors. **What do you dislike about Keboola?** The biggest disadvantage of Keboola as I see it is the code versioning. It is possible to connect it to GIT now but it is complicated with the usage of Keboola CLI. **Recommendations to others considering Keboola:** They have a free trial period which is great and sufficient to try it out. **What problems is Keboola solving and how is that benefiting you?** Typical problems solved with Keboola are the data processing for reports. However, it is possible to do much more - migrate data, normalize and standardize and even apply machine learning models. ### 3. Harnessing data with ease **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospitality | Mid-Market (51-1000 emp.) **Reviewed Date:** November 07, 2022 **What do you like best about Keboola?** Keboola's frontend console is intuitive and easy to navigate. The platform comes with a multitude of ways to connect and transform data for our customers **What do you dislike about Keboola?** There is a minimum level of technical skill required to get started, but Keboola have plenty of courses and certificates to help users develop their knowledge **What problems is Keboola solving and how is that benefiting you?** Integrating with data sources outside of our existing ecosystem to help our customers expand their data insight **Official Response from Zdenek Linc:** > Thank you for the review. Btw very soon, the minimum will be pushed even lower because of our no-code transformations. So stay tuned :-) ### 4. It's great! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2022 **What do you like best about Keboola?** Keboola is the first ETL tool that I used in my life and I'm really satisfied with it. However, nothing exists without mistakes and problems so does Keboola but I appreciate the time and effort which had been put into its development because it has great functionality and user experience. I like the wide range of components both in extractors and writers the most that you have huge flexibility to get and send data. **What do you dislike about Keboola?** It's great that we have version history at the transformations but the "compare with previous" function doesn't function well yet. It would be much better to see the whole code, the previous version on the left side, the current version on the right and the changes could be highlighted. I'm saying this because I often run into a problem that you don't know the code that you are investigating and if you see only the actual change between the versions it's so hard to make conclusions. It would be much easier to see the whole code in both cases and the changes could be highlighted. **What problems is Keboola solving and how is that benefiting you?** Gathering data from different sources and sending aggregated data towards visualization tool. Making ad-hoc analysis using Sandbox because queries run much faster than in local databases. ### 5. Intuitive environment, tons of options, the best customer support experience. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Publishing | Mid-Market (51-1000 emp.) **Reviewed Date:** November 02, 2022 **What do you like best about Keboola?** The movement inside Keboola is fast and intuitive, yet full of possibilities. In case of any problem, support responds quickly and always helpfully. I can recommend Keboola to anyone who needs to process their company data for regular reports and one-time analyses. **What do you dislike about Keboola?** Don't know any downsides of using Keboola :) **What problems is Keboola solving and how is that benefiting you?** Daily regular processing of data from several systems, performing analyses and exporting to visualization tools. **Official Response from Zdenek Linc:** > Thanks for the lovely review. ### 6. Keboola advanced ETL tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 22, 2022 **What do you like best about Keboola?** Keboola is easy to learn and has many connectors. **What do you dislike about Keboola?** I miss a better option to customize a flow (how components are connected together - for example to do some action when component failures). **What problems is Keboola solving and how is that benefiting you?** We build data warehouses from a variety of data sources. Keboola helps us to connect all data together. ### 7. Very user friendly, easy way how to combine data from several sources. **Rating:** 4.5/5.0 stars **Reviewed by:** Karolína B. | Business intelligence specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** June 07, 2022 **What do you like best about Keboola?** Many types of extractors and writers. Possibility of reviewing data directly in storage and using filters. Developing in sandboxes. Time triggering for automate the process. **What do you dislike about Keboola?** Last time there were many changes in keboola look. I understood this is done by developing, but it can be confusing. And it takes time to get used to a new look and arrange. **What problems is Keboola solving and how is that benefiting you?** Data from different sources and easy way how to put them together. Warnings can be sent by email. A better overview above the data. Very fast working and easy way how to find errors in my transformations. **Official Response from Zdenek Linc:** > Thanks for a lovely review, Karolina. We appreciate it. And we know that changes are sometimes hard to get used to, but we believe we do them to improve Keboola. We also believe that we will improve our communication, making it less painful next time. ### 8. Keboola + BI viz = all you need **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** October 19, 2022 **What do you like best about Keboola?** It is the single tool you need as a data person to get started with. Extracting data, storage, transforming and writing data, and orchestration all-in-one. **What do you dislike about Keboola?** Harder to optimize usage, higher level of abstraction, so not good if you like to get your hands dirty in DB design etc. **What problems is Keboola solving and how is that benefiting you?** Getting all our company data to one place efficiently and working with the data. Easy to onboard business users. ### 9. "Swiss army knife" data platform - all you want to do with your data can be done from Keboola. **Rating:** 4.5/5.0 stars **Reviewed by:** Ondrej L. | Head Of Business Intelligence, Mid-Market (51-1000 emp.) **Reviewed Date:** November 04, 2022 **What do you like best about Keboola?** One interface for transformation logic, orchestration, data catalog etc. Great support. **What do you dislike about Keboola?** Nothing specific, I like product as it is **What problems is Keboola solving and how is that benefiting you?** Data platform ### 10. My go-to for data management **Rating:** 4.5/5.0 stars **Reviewed by:** Avi P. | Chief Product Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2022 **What do you like best about Keboola?** Keboola allows me to easily pull and manipulate data, replacing the need for switching between multiple tools. I've experimented with lots of ETL solutions, and Keboola suited my needs perfectly. Also, the support is amazing. **What do you dislike about Keboola?** The default connectors may consume lots of credits when extracting data, where you're pulling more data than needed, so you'll need to learn to use the flexible custom extractors to create custom solutions. **What problems is Keboola solving and how is that benefiting you?** I'm pulling raw data from tools my clients use, and manipulating it to create an analysis report. This is straightforward and affordable using Keboola. Plus, I'm able to hone my data transformation skills with the workspaces. ### 11. ETL tool that is easy to use **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Mid-Market (51-1000 emp.) **Reviewed Date:** November 03, 2022 **What do you like best about Keboola?** - user friendly - all data in one place - big choice of extractors and writers - customer support always ready to help **What do you dislike about Keboola?** It would be nice to see credit usage and billing page right in Keboola. **What problems is Keboola solving and how is that benefiting you?** The whole ETL - extracting data from different sources, processing it and sending it to our visualization tool using scheduled orchestrations. ### 12. Keboola satisfies all our needs for complex marketing and business reporting and analysis. **Rating:** 5.0/5.0 stars **Reviewed by:** Jaroslav S. | Performance Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 05, 2022 **What do you like best about Keboola?** broad options, versatility, reliability, scalability, support **What do you dislike about Keboola?** Nothing pops in my head, maybe even simpler, more BFU-friendly entry version for non-technical users to automate basic data extractions. **What problems is Keboola solving and how is that benefiting you?** We need one place for all our data sources - both internal and external - to automate the whole data workflow until before the point of final reports and visualisation. ### 13. Vady Review **Rating:** 4.5/5.0 stars **Reviewed by:** Michal V. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 17, 2022 **What do you like best about Keboola?** Keboola is a very simple and intuitive ETL tool in which it is possible to obtain data from various sources by simply setting up extractors and then process them with several types of transformations. **What do you dislike about Keboola?** I don't like if an extractor has not been created for the selected data source and it is necessary to wait for its creation, or correct configuration via Generic. **What problems is Keboola solving and how is that benefiting you?** In our company, we solve everything in terms of data using Keboola. For example, by recalculating the data correctly, we correct product prices or manage the entire warehouse by sending data to the Application. ### 14. Constantly evolving product with great capabilities and amazing team. **Rating:** 5.0/5.0 stars **Reviewed by:** Slava G. | Business Intelligence Lead, Mid-Market (51-1000 emp.) **Reviewed Date:** May 18, 2022 **What do you like best about Keboola?** Responsiveness and helpfulness of their support and devs teams. **What do you dislike about Keboola?** The fact that i cannot find time to explore of their new features :) **What problems is Keboola solving and how is that benefiting you?** Data extraction, transformation and loading. ### 15. Easy to use ETL **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Food & Beverages | Mid-Market (51-1000 emp.) **Reviewed Date:** November 07, 2022 **What do you like best about Keboola?** Easy to understand, easy to use for beginners, ability to choose backend size for python transformations, snowflake integration, many native connectors **What do you dislike about Keboola?** no data types in storage, _timestamp column causing errors when columns not specified, GA extractor not extensive enough **What problems is Keboola solving and how is that benefiting you?** ETL/ELT tool ### 16. Keboola as a backbone in fintech BI infrastructure. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** May 25, 2022 **What do you like best about Keboola?** Keboola is allowing us to fulfill our BI tasks with a super small team. Provided support is excellent. Connectivity options are among the best on the market. Almost endless possibilities of customization thanks to the development of own components (Extractors/Writers). **What do you dislike about Keboola?** UI can be sometimes confusing and not fully harmonized. Some components are failing from time to time without apparent reason, e.g. OneDrive Excel Sheet Writer. Error messageing could be more helpful in some cases. **What problems is Keboola solving and how is that benefiting you?** Keboola is our main and only ETL tool, allowing us to aggregate data from different data sources and transform them to be used for reporting and analytical purposes. Built-in R and Python transformations allow us to perform advanced analytical and predictive tasks without a need for additional tools. **Official Response from Zdenek Linc:** > Thanks for the review. We know that sometimes users think our UI is a bit confusing, but so do we :-) So we are working on improvements day and night. ### 17. Keboola platform is a great way to process, organize and use business intelligence. **Rating:** 5.0/5.0 stars **Reviewed by:** Zdeněk B. | Data analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2022 **What do you like best about Keboola?** Keboola is easy to use clould data stack which allows companies to import data from various sources, process the data and use it efficiently. Information becomes more and more important - Keboola helps to easily manage the growing amount of data and transform it into business intelligence. **What do you dislike about Keboola?** Sometimes the configuration of new data sources is a bit complex but luckily there is easy-to-use documentation available and also the Keboola online support is very helpful. **Recommendations to others considering Keboola:** It is great to test Keboola to see what possibilities it offers. **What problems is Keboola solving and how is that benefiting you?** Our team uses Keboola to import data from many different data sources, process the data and output the data into Power BI. Prepared data is then used by users from various departments. **Official Response from Zdenek Linc:** > Thanks for the nice review! ### 18. Review Keboola **Rating:** 4.0/5.0 stars **Reviewed by:** Waad J. | Data engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 23, 2022 **What do you like best about Keboola?** ETL, a simple transformer and data loading **What do you dislike about Keboola?** Does not connect to version control like git **What problems is Keboola solving and how is that benefiting you?** Loading large data ### 19. Keboola is a Swiss knife for data people. **Rating:** 4.5/5.0 stars **Reviewed by:** Tomáš T. | Chief Data Officer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2022 **What do you like best about Keboola?** It is all in one ETL including storage and ML Flow environment **What do you dislike about Keboola?** The code and data is "locked" inside. Keboola should improve the ability to document and git the code. **Recommendations to others considering Keboola:** Do not hesitate. Start using Keboola. Prototype solutions rapidly and then decide whether to keep it in Keboola or move it somewhere else. **What problems is Keboola solving and how is that benefiting you?** I am maintaining the whole data pipeline, including user management, monitoring, etc. I am more productive. ### 20. Integration hub with easy implementation **Rating:** 5.0/5.0 stars **Reviewed by:** Juraj H. | Team Lead Data, Mid-Market (51-1000 emp.) **Reviewed Date:** May 16, 2022 **What do you like best about Keboola?** Easy to use and learn. Many predefined connectors for instant use. Option to create a tailor-made component by yourself. Fast and friendly support **What do you dislike about Keboola?** No consumption reports, nothing more for now **Recommendations to others considering Keboola:** When you want to interconnect different tools and process/manipulate the data Keboola has a preprepared environment in which you can do it. **What problems is Keboola solving and how is that benefiting you?** Interconnection within different systems without the need of developing any tools. Data preparation and manipulations ### 21. All in one DATA/ETL Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Josef P. | Head of BI, Mid-Market (51-1000 emp.) **Reviewed Date:** May 18, 2022 **What do you like best about Keboola?** Keboola covers all the parts of ETL. Extract, SQL/PYTHON Transform, and Load. Moreover, there is Data Catalog to check data, Data lineage, Code versioning, Orchestrations, and much more - pretty everything you need in one place. **What do you dislike about Keboola?** SQL Validator and graph data lineage are missing. **What problems is Keboola solving and how is that benefiting you?** Provide transformed data from data sources to visualization platforms on a daily basis. Provide an environment for experienced users to do their own SQL or Python analysis on top of cleansed and transformed data and raw source data. The main benefit is that I need to know SQL to do everything you need in the BI ETL stack. ### 22. Keboola employees are always happy to help and provide advice and guidance on all projects. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Market Research | Mid-Market (51-1000 emp.) **Reviewed Date:** October 14, 2022 **What do you like best about Keboola?** All employees are always available to help via email or meeting online. The online user documentation is useful and easy to follow. **What do you dislike about Keboola?** I have only worked with my company for a few months and currently do not have a bad word to say about Keboola! **What problems is Keboola solving and how is that benefiting you?** They work closely with us on some big projects which saves us a lot of internal time and resources. **Official Response from Zdenek Linc:** > Thanks for the lovely review. ### 23. Swiss knife for work with data **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** July 14, 2022 **What do you like best about Keboola?** Versatility and ability to very quickly integrate new data sources. **What do you dislike about Keboola?** Still not a mainstream tool, so fewer resources on the web compared to bigger industry players. **Recommendations to others considering Keboola:** Start with a free trial, so you can try it, before committing to any contract, also in many cases pay-as-you-go model makes sense, especially for smaller implementations. **What problems is Keboola solving and how is that benefiting you?** End to end data extraction, transformation and load torespective tools (e.g. Tableau). Orchestration of these pipelines. **Official Response from Zdenek Linc:** > Thanks for the lovely review. We know that there are not so many resources, but that´s why we are pushing our customer support to be simply the best :-) ### 24. Currently is Keboola for our organization irreplaceable system. **Rating:** 5.0/5.0 stars **Reviewed by:** Mybike K. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 18, 2022 **What do you like best about Keboola?** I really like the simplicity and universality of Keboola. Also, I am really satisfied with the customer care and their help desk. **What do you dislike about Keboola?** I would appreciate a better possibility to control members of all our projects. I am missing any dashboard where I would see all this necessary information. **Recommendations to others considering Keboola:** Don't hesitate and go for it. Keboola will save you a lot of time and money as well. **What problems is Keboola solving and how is that benefiting you?** We solve with keboola our whole ETL. Main benefits are A lot of predefined extractors and smooth and easy-to-hand data orchestration. **Official Response from Zdenek Linc:** > Thanks for the nice review! ### 25. Data harvester for everyone. **Rating:** 5.0/5.0 stars **Reviewed by:** Radek H. | BI Manager, Enterprise (> 1000 emp.) **Reviewed Date:** May 16, 2022 **What do you like best about Keboola?** Easy connection to any data source. Sequential processing in data transformation. Snowflake Sandbox. Easy training of business colleagues. **What do you dislike about Keboola?** Web interface design - slowly improving. **What problems is Keboola solving and how is that benefiting you?** Integration of data from a large number of different information systems. Datamesh support tool. The advantage is fast onboarding of business colleagues (controlling, analyst, ...) ### 26. Keboola is our go-to tool for basically any tasks concerning data for our client **Rating:** 5.0/5.0 stars **Reviewed by:** Matyáš K. | Data Science Team Leader, Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2022 **What do you like best about Keboola?** Easy learning curve, you can very quickly catch the basics and then work your way up to more advanced features. **What do you dislike about Keboola?** Visualisation of data models is still a little painful. **What problems is Keboola solving and how is that benefiting you?** Anything data related - data warehouses, data marts, ETL, data analysis, machine leargning. It's both easy and powerful. ### 27. Keboola is a handy data management and transformation tool that we use in the company. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Media Production | Mid-Market (51-1000 emp.) **Reviewed Date:** November 03, 2022 **What do you like best about Keboola?** It is beneficial that Keboola keeps improving the tool. **What do you dislike about Keboola?** Like everything, Keboola has its flaws, such as problems with unexpected job termination. **What problems is Keboola solving and how is that benefiting you?** Keboola provides a complete data path from the extractor to the writer used for data presentation. ### 28. Great tool & customer approach **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Media Production | Mid-Market (51-1000 emp.) **Reviewed Date:** May 17, 2022 **What do you like best about Keboola?** Keboola offers great range of possibilities for data integration and has very user-friendly interface that allows even not so experienced users to start immediately with their data journey **What do you dislike about Keboola?** I'm mostly very happy with keboola features. There are some small details in some configurations that are not so straightforward but nothing dramatic. **What problems is Keboola solving and how is that benefiting you?** For us Keboola is the core tool for data integration and preparation for future visualisation in our reporting. Benefits: Keboola offers a wide range of extraction tools so the process is less complicated ### 29. Great ETL Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Ondřej M. | BI Team Leader, Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2022 **What do you like best about Keboola?** Pleasant UI, intuitive UX, absence of bugs, fast support, constant development **What do you dislike about Keboola?** Absence of secret variables in scripts (not possible to put a password into code without a security issue) **Recommendations to others considering Keboola:** Just do it. **What problems is Keboola solving and how is that benefiting you?** Download, connect and distribute data from and to various resources. ### 30. Very flexible and easy to work with. **Rating:** 5.0/5.0 stars **Reviewed by:** MrZH6 H. | Sales Data Analytik, Mid-Market (51-1000 emp.) **Reviewed Date:** October 11, 2021 **What do you like best about Keboola?** - very straightforward and flexible user interface - ability to extract data from almost any source - handy tool for any data processing operation - multi-project architecture, which allows to break down large projects into several logical components - dynamic graph visualization showing the flow of data, which is very handy and helpful - finding bugs in the ETL flow becomes very easy due to the logical structure of the ETL flow and the Job logs - Keboola Data Academy - free courses showing the main features and best practices for working with Keboola - Keboola documentation - awsome and helpful customer relation management **What do you dislike about Keboola?** - the Snowflake client for writing SQL - from my experience there is not much to dislike **What problems is Keboola solving and how is that benefiting you?** - combining data from different resources and exporting it to the reporting tools - importing and exporting raw data at any stage of processing - everything is in one place, one application - this is the most important benefit for me! ### 31. I think Keboola is a great tool for smaller use cases but afaik price is quite high. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Wholesale | Mid-Market (51-1000 emp.) **Reviewed Date:** May 17, 2022 **What do you like best about Keboola?** Highly user friendly. Extractors for most of the data. Better arranged then e.g. Azure Databricks, no need to be a skilled DataEngineer to use it efficiently. **What do you dislike about Keboola?** Cannot create workspaces in dev branch (it is some time ago I used it so maybe now it is possible). Keboola sometimes creates big changes of the product which are not discussed enough with users (new transformations instead of legacy ones: still the legacy transformations have some advantages, e.g. you can easily switch off a part of code, which quite useful for some use cases). Price is high afaik. **What problems is Keboola solving and how is that benefiting you?** Prototyping and simple ML models. It is very easy and quick to deploy a small model to production with Keboola. ### 32. Easy to use ETL tool **Rating:** 4.5/5.0 stars **Reviewed by:** Matej V. | Product & Strategy Analytics Lead, Mid-Market (51-1000 emp.) **Reviewed Date:** May 17, 2022 **What do you like best about Keboola?** Its Simplicity than other competitor Tools. **What do you dislike about Keboola?** For simplicty of some features Otherwise are more complicated than they could be. **What problems is Keboola solving and how is that benefiting you?** Extraction, ingestion, transformation of data for analytics. ### 33. Powerful tool for our data needs **Rating:** 5.0/5.0 stars **Reviewed by:** Zdenek L. | cmo, Small-Business (50 or fewer emp.) **Reviewed Date:** May 23, 2022 **What do you like best about Keboola?** The fact that we can operate it for free. **What do you dislike about Keboola?** Sometimes it's hard to debug, especially one it's because of some change that wasn't caused by me. **What problems is Keboola solving and how is that benefiting you?** Classic e-commerce reporting and use cases. We like the fact that we can have all data in one place and it's fully observable. It saves us lots of time. **Official Response from Zdenek Linc:** > Thanks for the review and BTW, we recently launched this cool chrome extension that can help you a lot with a debugging :-) ### 34. Smoothly working, easy to use ETL tool **Rating:** 5.0/5.0 stars **Reviewed by:** Hana B. | data engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 21, 2022 **What do you like best about Keboola?** Intuitive interface, quick support, backups. **What do you dislike about Keboola?** Only web based application, missing data models and documentations on one place **What problems is Keboola solving and how is that benefiting you?** Data integrations and harmonizations **Official Response from Zdenek Linc:** > Hello, Hanka. Thanks for the excellent review. We appreciate it! And based on your dislike, I only wonder if you know our CLI? If you prefer headless acces, you should try it. I believe you will love it. ### 35. Solid cloud ETL tool for up to medium-sized projects with many prepared extractors of data sources **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2022 **What do you like best about Keboola?** Huge amount of prepared extractors for popular data sources, cheap way to start small projects with PAYG licence, Keboola Academy that is fully free. **What do you dislike about Keboola?** Mediocre support for large scale DWH projects, no official support for DEV with multi-project architecture. **What problems is Keboola solving and how is that benefiting you?** Traditional ETL solutions for BI in companies, preparing data model for reporting. ### 36. It depends on the project they are trying to use Keboola for. **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 18, 2022 **What do you like best about Keboola?** Easy to understand architecture, even to people with little experience with data engineering. **What do you dislike about Keboola?** Can get pricey in some cases. It can get cumbersome to implement bigger changes to larger data processing pipelines. Only batch pipelines. **What problems is Keboola solving and how is that benefiting you?** We shipped many projects using Keboola Connection. ### 37. Keboola is getting better and better, **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2022 **What do you like best about Keboola?** Helpful and fast support. Existing extractors are easy to use **What do you dislike about Keboola?** Creating custom extractors is almost impossible. **What problems is Keboola solving and how is that benefiting you?** Process data from different sources. ### 38. Never care about data infrastructure again **Rating:** 5.0/5.0 stars **Reviewed by:** Giuliano G. | Small-Business (50 or fewer emp.) **Reviewed Date:** January 10, 2021 **What do you like best about Keboola?** Keboola has a really simple interface that enables even junior users to do what normally would take a team of several SW architects, database specialists and analysts to do. The whole process of setting up and rolling infrastructure is automized end to end a nd Keboola takes care of all the process that would need several tools before like: Extraction of data from hundreds of sources, SQL and programatic transformations (R, Python Julia), data storage (Snowflake on the backend) and the whole orchestration of assests. I would sure recommend Keboola **What do you dislike about Keboola?** The UX could be better but there has been a vast improvement last year. There is still some work to be done on data lineage and graphical mapping of data flows. **Recommendations to others considering Keboola:** Do not be afraid to get in touch. The support is excellent - If any feature is missing or there is something that can help the success of the project the Keboola team usually takes a very personal approach to it. **What problems is Keboola solving and how is that benefiting you?** Keboola is my first Go-to when a company is starting with Data analysis. Having tu just fill up one subscription instead of having to build a whole architecture in on-prem or cloud services is a huge jump-start which helps me to start doing meaningful data work from day one. We are a data consulting agency, so we use Keboola on several installations ranging from corporate clients to SMBs ### 39. Easy-to-use multifunctional data platform with exceptional support **Rating:** 5.0/5.0 stars **Reviewed by:** Jana H. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 03, 2021 **What do you like best about Keboola?** Keboola is the easiest way to combine all our different data sources and process the information the way we need. I admire the exceptional and quick support communication. **What do you dislike about Keboola?** I have nothing to dislike. Keboola keeps getting better! **What problems is Keboola solving and how is that benefiting you?** We are using it as ETL and Storage for our project. ### 40. My KBC experience **Rating:** 5.0/5.0 stars **Reviewed by:** Zbyšek S. | Mid-Market (51-1000 emp.) **Reviewed Date:** January 11, 2021 **What do you like best about Keboola?** Keboola allows us to deliver solutions for our clients quickly and with high quality. KBC is compatible with most used systems and when we are missing something, we can easily write this component ourselves. I also really appreciate their support, which is fast and they always tries to accommodate me. **What do you dislike about Keboola?** I am missing some code validation and I don't like Snowflake sandbox enviroment where you always have to change " " for your data source. But you can download add-on for it. **What problems is Keboola solving and how is that benefiting you?** Data preparations, data transformations, data automatizations, etc. Fast and easy to use ETL platform. ### 41. Multifunctional data platform with exceptional service and support **Rating:** 5.0/5.0 stars **Reviewed by:** Jaroslav K. | Mid-Market (51-1000 emp.) **Reviewed Date:** January 10, 2021 **What do you like best about Keboola?** - easy and fast onboarding for new colleagues - possibility to build custom connectors or component for data manipulation - wide and deep documentation - exceptional support communication: answer in less then hour even with lowest tier **What do you dislike about Keboola?** - missing localization in my native language **What problems is Keboola solving and how is that benefiting you?** - used as ETL, storage and comput machine for our project - one tool covers functions of several tools --> easer architecture - is possible to manage other apps from keboola - just code custom keboola component :-) ### 42. Full Data Stack Platform for Easy Data Processing **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** May 05, 2021 **What do you like best about Keboola?** Keboola is the easiest way to combine different data sources and process the information the way we need. **What do you dislike about Keboola?** Nothing to dislike, new UX is slick and made things even easier, Keboola keeps adding new integrations every month. **Recommendations to others considering Keboola:** try free trial and see if it w **What problems is Keboola solving and how is that benefiting you?** Actionable data Easy integrations Option to combine data sources Option to process data and send to the tools Integration with Apify ## Keboola Discussions - [Are you planning to include those extractors: Pinterest, TikTok, Spinoco? All of the would be beneficial for our use.](https://www.g2.com/discussions/are-you-planning-to-include-those-extractors-pinterest-tiktok-spinoco-all-of-the-would-be-beneficial-for-our-use) - 2 comments, 1 upvote - [View Keboola pricing details and edition comparison](https://www.g2.com/products/keboola/reviews?page=3§ion=pricing&secure%5Bexpires_at%5D=2026-08-09+01%3A24%3A11+-0500&secure%5Bsession_id%5D=1c36471a-1f83-45f8-bd59-1f8e58e99ba7&secure%5Btoken%5D=de1b1f7f4ee2d984d1fabe05c5a044a1e71edfdd218e92e759f4ff77064f5f84&format=llm_user) ## Keboola Integrations - [Confluence](https://www.g2.com/products/confluence/reviews) - [Data Studio](https://www.g2.com/products/data-studio/reviews) - [dbt](https://www.g2.com/products/dbt/reviews) - [DM Valid](https://www.g2.com/products/dm-valid/reviews) - [Facebook](https://www.g2.com/products/facebook/reviews) - [Gemini](https://www.g2.com/products/zen-healthcare-it-gemini/reviews) - [Git](https://www.g2.com/products/git/reviews) - [GitHub](https://www.g2.com/products/github/reviews) - 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[SAP Cloud ERP (SAP S/4HANA Cloud)](https://www.g2.com/products/sap-cloud-erp-sap-s-4hana-cloud/reviews) - [SAP ECC](https://www.g2.com/products/sap-ecc/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) - [Twitter Ads](https://www.g2.com/products/twitter-ads/reviews) ## Keboola Features **Data Integration** - 1st-Party Data Integration - 2nd-Party Data Integration - 3rd-Party Data Integration - Offline Data Integration - Mobile Data Integration - Data Import/Export - Collaboration Tools - Real-Time Data - Ad Network Integration **Data Management** - Data Import - Data Consolidation - Data Validation **Functionality** - Diverse Extraction Points - Data Structuring - Consolidation - Data Cleaning - Cloud Extraction - Visualization - Data Extraction - Real-Time Data - Image Extraction - IP Address Extraction - Email Address Extraction - Metadata Extraction - Document Extraction - Phone Number Extraction - Auto Extraction - IP Address Extraction - Email Address Extraction - Image Extraction - Web Data Extraction **Management** - Reporting - Auditing **Management** - Real-Time Analytics - Solution Integration - Infrastructure Compatibility - Monitoring **Financial Planning** - Extended Planning - Reporting - Integration - Self-Service Reporting **Data Management** - Data Integration - Data Compression - Data Quality - Built-In Data Analytics - In-Database Machine Learning - Data Lake Analytics - ETL - Extract Transfer Load - Data Capture and Transfer - Real-Time Analytics - Reporting/Analytics **Development ** - Real-Time Integration - API Designer - Flow Designer - Pre-Built Connectors - Custom Connectors - Reusable connectors - Multi - tenant architecture - Data Connectors - QuickBooks Integration - Active Directory Integration - Cloud Data Integration - ERP integration - Third-Party Integrations - Social Media Integration - Accounting Integration - Website Integration **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Agentic AI - Data Management Platform (DMP)** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making - Campaign Planning **Agentic AI - Accounting & Finance** - Autonomous Task Execution **Agentic AI - FP&A (Financial Planning & Analysis) ** - Proactive Assistance - Decision Making **Data Analysis & Optimization** - Audience Segmentation - Recommendations - Standard Dashboards - Custom Reports - Campaign Segmentation **Management** - Disaster Recovery - Remote Backup - Storage Formats - Scheduled Backups - On-Demand Restoration **Financial Insight** - Budgeting - Forecasting - Planning - Budgeting/Forecasting **Data Transformation** - Real-Time Analytics - Data Querying - Reporting/Analytics - Predictive Analytics - Visual Analytics **Reporting Structure** - Reporting Hierarchy - Report Templates - Report Types **Functionality** - Extraction - Transformation - Loading - Automation - Scalability - Non-Relational Transformations - Data Extraction **Solution Provision** - System Failover - Pay by Usage **Integration** - AI/ ML Integration - BI Tool Integration - Data lake Integration **Management ** - Monitoring & Notification - Routing And Orchestration - Data Mapping - Data Transformation - API Management - Data Management - Document Management - Workflow Management - Application Management - Transaction Management - Metadata Management - Integrations Management - Data Storage Management - User Management - Payroll Management - Email Management - Integration Management - Help Desk Management - HR Management - eCommerce Management - Sales Management - Real-Time Monitoring - Real-Time Notifications **Analytics** - Analytics capabilities - Dasboard visualizations **Diverse Extraction Points** - Diverse Extraction Points **Additional Functionality** - Data Storage Management - Customizable Templates - Multiple Data Sources - Forecasting - Reminders - Multi-Language - Visual Discovery - Mobile Access - Rules-Based Workflow - API - Customizable Forms - Drag & Drop - Third-Party Integrations - Workflow Management - Data Mapping - Trend Analysis - Compliance Management - Data Connectors - Multi-Channel Distribution - Search/Filter - Data Transformation - Data Import/Export - Data Synchronization - Reporting/Analytics - Surveys & Feedback - Customizable Fields - Forms Management - Multi-Channel Data Collection - HIPAA Compliant - Metadata Management - Secure Data Storage - Generative AI - Access Controls/Permissions - Multi-Device Support - AI Copilot - Visual Analytics - Audience Targeting - Offline Response Collection - Data Capture and Transfer - Customizable Reports - Activity Dashboard - Dashboard Creation - Version Control - Query Builder - IP Rotation - AI/Machine Learning - Data Verification - Optical Character Recognition - Batch Processing - Data Aggregation and Publishing - Job Scheduling - Data Mining - Proxy Rotation - Geotargeting - Data Aggregation - JavaScript Rendering - HTML Parsing - Multiple File Format Support - Data Cleansing - Reporting & Statistics - Natural Language Processing - CAPTCHA Solving - Integration Management - Website Crawling - Scheduling - Bot Mitigation - User Management - Customization - Proactive Error Detection **Additional Functionality** - Data Mapping - Monitoring - Charting - Integration Management - Reporting/Analytics - Ad hoc Analysis - Access Controls/Permissions - API - Match & Merge - Real-Time Monitoring - Metadata Management - Pipeline Management - Job Scheduling - Dashboard Creation - Data Storage Management - Multiple Data Sources - Data Import/Export - Generative AI - Data Quality Control - Data Connectors - Customizable Reports - Single Sign On - Version Control - Visual Analytics - Accounting Integration - Real-Time Data - eCommerce Management - AI Copilot - CRM - Data Visualization - SSL Security - Search/Filter - Real-Time Analytics - Data Capture and Transfer - Collaboration Tools - Performance Management - Data Synchronization - Drag & Drop - Data Replication - Activity Dashboard - Database Support - Workflow Management - Alerts/Notifications - Predictive Analytics - Data Migration - Third-Party Integrations - Reporting & Statistics - Data Analysis Tools **Platform** - Data Permissions - User, Role, and Access Management - Performance and Reliability - Enterprise Scalability - Internationalization - Advertising Management - Performance Management - Campaign Management - Data Storage Management - Customer Experience Management **Reporting** - Activity Monitoring - Documentation - Alerts/Notifications **Data** - Data Visualization - Data Analysis - Custom Reporting - Reporting Templates - Real-Time Data **Standard Analytics** - Standard KPIs - Standard Reports - Financial Statements - Drill Down **Deployment** - On-Premise - Cloud **Security** - Data Encryption - Security Standards - Communication Protocol - SSL Security **Monitoring and Management** - Data Observability - Testing capabilities **Additional Functionality** - Contact Database - AI Copilot - Data Migration - Engagement Tracking - Data Visualization - Audience Targeting - Data Capture and Transfer - Competitive Analysis - Generative AI - Reporting/Analytics - Data Synchronization - CRM - Content Library - Data Mapping - Customer Journey Mapping - API - SMS Marketing - Data Recovery - Drip Campaigns - Customer Database - Email Marketing - Data Profiling - Multi-Channel Marketing - Real-Time Analytics - Click Tracking - Behavior Tracking - Real-Time Reporting - Data Transformation - Multi-Campaign - A/B Testing - Campaign Analytics - Data Verification - Data Extraction - Behavioral Analytics - Multiple Data Sources - Reporting & Statistics - ROI Tracking - Predictive Analytics **Security** - Data Encryption - Security and Compliance - Deduplication **Status Communication** - Collaboration - Version Control - Real-Time Data Updates - Scorecards - Approval Process Control **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis - Data Lake - Real-Time Data - Data Capture and Transfer - Trend Analysis - What-if Analysis - Statistical Analysis - Data Blending - Ad hoc Analysis - Third-Party Integrations **Custom Analytics** - Dashboards - Custom KPIs - Custom Reports - Self Service - Multiple Entities **Performance ** - Scalability **Integration Options** - Data Virtualization - Managed File Transfers - Big Data Processing - EDI - Real-Time Data - Data Capture and Transfer **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Additional Functionality** - Predictive Analytics - Multi-Language - Generative AI - Currency Management - AI Copilot - User Management - Project Management - Risk Management - Real-Time Analytics - Audit Trail - Tax Management - Investment Management - Transaction History - Data Import/Export - Fixed Asset Management - Mobile Access - Transaction Monitoring - API - Project Time Tracking - Projections - Consolidation/Roll-Up - General Ledger - Purchasing & Receiving - Real-Time Monitoring - Configurable Workflow - Dashboard Creation - Accounting - Electronic Payments - Revenue Recognition - Invoice Management - Compliance Management - "What If" Scenarios - Workflow Management - Multi-Currency - Planning Tools - Visual Analytics - Cash Management - Customizable Reports - Bank Reconciliation - Invoice Processing - Multi-Company - For Investors & Traders - Expense Tracking - Purchase Order Management - Access Controls/Permissions - Activity Dashboard - Reporting/Analytics - Alerts/Notifications - Billing & Invoicing - Receipt Management - Profit/Loss Statement - Income & Balance Sheet - Cash Flow Management **Operations** - Data Visualization - Data Workflow - Governed Discovery - Embedded Analytics - Notebooks - Data Discovery **Security** - Data Governance - Data Security **Deployment ** - Cloud to Cloud **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Financial Analysis** - Cross-system Integration - Decision Making **Additional Functionality** - Real-Time Updates - Search/Filter - Reporting/Analytics - Data Warehouse - Data Import/Export - ETL - Generative AI - Data Visualization - Access Controls/Permissions - Database Support - Alerts/Escalation - Event Logs - Dashboard - Data Synchronization - Monitoring - Widgets - Real-Time Reporting - API - Multiple Data Sources - Activity Tracking - Drag & Drop - Automated Scheduling - Configurable Workflow - Data Aggregation and Publishing - Data Extraction - Mobile Access - AI Copilot - Web Services - Real-Time Analytics - SMS Messaging - Point of Sale (POS) - CRM - Dashboard Creation - Activity Dashboard - Event Tracking - AI/Machine Learning - Data Quality Control - Accounting - Ad hoc Reporting **Additional Functionality** - Data Warehousing - Drag & Drop - Activity Dashboard - Data Connectors - Ad hoc Reporting - Customizable Reports - Alerts/Escalation - Templates - Forecasting - Data Migration - Data Transformation - Access Controls/Permissions - API - Data Cleansing - Data Synchronization - AI Copilot - Dashboard Creation - Data Extraction - Data Security - SSL Security - Collaboration Tools - No-Code - High Volume Processing - Database Support - Search/Filter - Generative AI **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Additional Functionality** - Parallel Processing - Ad hoc Analysis - Multiple Data Sources - API - In-Database Processing - Monitoring - Real-Time Reporting - Data Synchronization - Real-Time Monitoring - Data Connectors - Performance Metrics - Ad hoc Reporting - Alerts/Notifications - Access Controls/Permissions - Drag & Drop - Data Visualization - Data Import/Export - Match & Merge - Data Transformation - Secure Data Storage - Data Extraction - AI Copilot - Customizable Reports - Activity Dashboard - Data Migration - In-Memory Processing - Data Mapping **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications - Mobile Access - Metadata Management ## Top Keboola Alternatives - [Fivetran](https://www.g2.com/products/fivetran/reviews) - 4.3/5.0 (808 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,334 reviews) - [Workato](https://www.g2.com/products/workato/reviews) - 4.7/5.0 (748 reviews)