---
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&amp;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&amp;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&amp;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&amp;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&amp;A, and create a trusted foundation for AI-powered finance.



## Keboola Pros & Cons
**What users like:**

- Users find Keboola&#39;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. All-in-One Powerhouse for Coders, But Steep Learning Curve

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sam W. | University Advisor @ University of Colorado, Colorado Spring, Enterprise (> 1000 emp.)

**Reviewed Date:** November 04, 2025

**What do you like best about Keboola?**

I love that it all makes my life easier as a coder and data analytics. It’s all in one tool.

**What do you dislike about Keboola?**

I dislike that there is a steep learning curve because it’s feature heavy.

**What problems is Keboola solving and how is that benefiting you?**

It’s allowing me to truly understand and analyze my data in a low code environment. For someone that has a non software engineering background, this is the perfect tool to get the insights from my data.

**Official Response from Martin Lepka:**

> Thank you so much for your review and for sharing your experience with Keboola! 🙏
We’re thrilled to hear that Keboola helps make your work easier and brings everything you need for coding and data analytics into one place.

We understand your point about the learning curve — Keboola offers a lot of flexibility and power, which can take a bit of time to get used to. We’re actively improving our onboarding experience and adding more guided content to make it easier for everyone to get started quickly.

Thanks again for your feedback and for being part of the Keboola community! 🚀 ML

  ### 2. A good tool for data processing

**Rating:** 4.5/5.0 stars

**Reviewed by:** Vojtěch A. | Senior PPC specialist and web analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 20, 2025

**What do you like best about Keboola?**

I started using Keboola because I needed a replacement for the non-working Sklik connector for Looker Studio. And I've stuck with Keboola. The fact that I've seen mention of it in a number of job postings, and apparently it's commonly used in the industry, also played a role.

What I appreciate about it is the ability to download and process data from each system, ready-made templates and more. You get 120 minutes of time for free to start and then 60 minutes each month. This gives you a decent amount of time to learn and try everything out. 

And not to forget the friendly customer support. Without it, I wouldn't be able to do as much as I can. 

And I also appreciate the AI's help with writing Snowflake transformations, where especially a beginner can save a ton of time.

**What do you dislike about Keboola?**

Where I see its disadvantage is the fragmentation around setting up individual services. Each service has its own logic and might be worth unifying somehow.

The other thing I'm not a fan of is the Keboola Academy. I don't know why, but I found it hard to use. So I soon started looking for information elsewhere and eating by trial and error. 

Maybe make it more practical and then for a beginner not be so quick to delete their projects. I didn't get around to it for two weeks and I already got an email around deleting the project.

**What problems is Keboola solving and how is that benefiting you?**

In the beginning it was a replacement for a non-working connector for Looker Studio, but it grew to a bigger size over time. My goal now is to use Keboola to download and process data from various services for Looker Studio. And eventually try more advanced things.

**Official Response from Martin Lepka:**

> Hi Vojtech!

Thank you for your detailed and honest review! We're really glad that Keboola has grown with your needs—from solving an initial issue with Looker Studio to becoming a more advanced tool in your data workflow. It's also great to hear our templates, free tier, and AI-assisted transformations have been helpful, especially as you're getting started. And thank you for the kind words about our support team—they’ll be happy to hear it.

We really appreciate your feedback on the setup experience, the Academy, and project retention—it’s clear and actionable, and we’ll definitely take it into account as we work on making the platform more beginner-friendly and consistent. Thanks again for taking the time to share your journey.

ML

  ### 3. The Must Have Data Platform to Prepare for AI Success

**Rating:** 5.0/5.0 stars

**Reviewed by:** Elliot F. | Managing Director, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 18, 2025

**What do you like best about Keboola?**

Keboola is the tool every business should be using right now if they want to centralise their data, streamline operations and lay the foundation for AI. The platform makes it incredibly easy to connect data sources, automate transformation workflows and get data ready for analysis all without needing a large engineering team. The flexibility to use both no code and code based components (SQL/Python) is a game changer and it empowers both analysts and engineers to collaborate in one place.

**What do you dislike about Keboola?**

There’s a bit of a learning curve at first, especially if you're not used to data pipeline tools, but the documentation is strong and the customer support is excellent. Once you’ve built your first few pipelines, everything clicks into place.

**What problems is Keboola solving and how is that benefiting you?**

Before Keboola, data was scattered across systems, spreadsheets and cloud apps. Now, we have a centralised, governed data infrastructure that supports everything from basic dashboards to advanced AI use cases. We’re saving hours every week on manual reporting and have drastically improved data accuracy. Most importantly, we’re now in a strong position to start deploying AI and machine learning tools across the business because our data is clean, connected and under control.

**Official Response from Martin Lepka:**

> Hi Elliot,

Thank you so much for this incredible review — it really means a lot coming from you.

You perfectly captured what we aim to deliver with Keboola: a flexible, powerful platform that makes collaboration easy and helps teams move fast without getting bogged down in complexity. It's amazing to hear how Keboola has helped you streamline operations and lay a solid data foundation for your AI initiatives.

We’re especially lucky to have you as part of the Keboola community. Your insight, feedback, and support over the years have been a huge part of our journey — and we’re always excited to see what you’ll build next.

Here’s to even more data wins ahead! ML

  ### 4. The best low code software for data insight

**Rating:** 4.5/5.0 stars

**Reviewed by:** Karim C. | sales and marketing manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 01, 2025

**What do you like best about Keboola?**

Simply connect your data source, drag and drop fonction, no development skills required, and boom you can build your data insight dashboard and have a data driven insight

**What do you dislike about Keboola?**

The solution is well designed but require a minimum of understanding of data source connection. That means you will probably need help from your developer or ingenieer

**What problems is Keboola solving and how is that benefiting you?**

It's solve a commun problem, usually customer needs to build an infrastructure to do so but keboola provide a ready to use environment to start using data insight in a minimum time and per exemple create a new product or service with a very short go to market time based on our data

**Official Response from Martin Lepka:**

> Thank you so much for your positive review and for sharing your experience with Keboola! 🙏
We’re glad to hear that you find Keboola helpful for quickly connecting data sources and building data insight dashboards without needing deep technical skills — that’s exactly what we strive for.

We also appreciate your note about the learning curve for data connections. We’re continuously working to make the onboarding and setup process even smoother, with more guided resources and ready-to-use templates.

Thanks again for your trust and for choosing Keboola! 🚀 ML

  ### 5. Powerful Data Platform with Excellent Support, but a Steep Learning Curve

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 20, 2025

**What do you like best about Keboola?**

Keboola brings a lot of value by covering the entire data lifecycle, from integration and transformation to orchestration and exporting data to other tools. I love that I can build and manage complex workflows all in one place without needing to stitch together multiple platforms. It saves time and helps maintain consistency across projects.

Another huge plus is their customer support. The response time is impressively fast, and the team is genuinely helpful. They actually take the time to understand your problem and walk you through a solution. That level of support makes a big difference when you're working on something critical.

**What do you dislike about Keboola?**

The platform can be quite overwhelming at first. The user interface isn't the most intuitive and learning how to navigate and use all the features effectively takes time. The learning curve is definitely something to be aware of, especially if you're new to data platforms or coming from a more visual/low-code environment.

I think there's room for improvement in onboarding and UI/UX design. Even some small additions like more contextual tips or in-app tutorials could go a long way in helping new users feel more confident faster.

**What problems is Keboola solving and how is that benefiting you?**

It helps automate what used to be a manual, fragmented process and makes our data more reliable and accessible. Having all these steps managed in one platform saves time and improves the consistency of our analytics.

**Official Response from Martin Lepka:**

> Hi there!

Thank you for your detailed and thoughtful review! We're really glad to hear that Keboola helps streamline your entire data workflow and that our support team has made a meaningful impact—we’ll be sure to share your kind words with them.

Your feedback on the learning curve and UI/UX is spot-on and greatly appreciated. We're actively working to improve onboarding and add more in-app guidance to make getting started smoother for everyone. Thanks again for sharing your experience—it helps us get better.

ML

  ### 6. My Experience with Keboola is Over-all very good, it's a great All-in-one Data Management Platform

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Food & Beverages | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 16, 2025

**What do you like best about Keboola?**

Keboola is a great platform with a very clean and easy-to-use GUI. It offers a wide range of pre-built extractors and writers for many types of databases and services, which saves a lot of time. Building data pipelines (flows) is intuitive, and there are multiple ways to trigger them, making automation straightforward.

The customer support is consistently helpful, and I genuinely get the feeling that they care about solving the problem, not just closing the ticket.

Being Snowflake-native is a huge plus, and the platform also supports no-code transformations, R, and Python. This flexibility makes it easy to implement virtually any logic or integration you need.

As a day-to-day user, I can say I’m genuinely satisfied and glad we chose Keboola.

**What do you dislike about Keboola?**

Keboola is primarily a batch-based system, so if your architecture is real-time or Kafka-based, you probably won’t be satisfied. In my opinion, Keboola is built to manage large-scale data stacks, millions of rows, on top of Snowflake, which it handles very well.

However, it’s best suited for data that can be ingested on an hourly basis or less frequent. If you try to push data in every few minutes, it becomes costly very quickly, and you start pushing against the design limits of the platform.

**What problems is Keboola solving and how is that benefiting you?**

extracting data from raw systems and making guaranteed connected layers for reporting

**Official Response from Martin Lepka:**

> Thank you so much for taking the time to share your thoughtful review — we really appreciate it!

It’s great to hear that you're finding value in Keboola’s intuitive interface, the wide range of connectors, and especially the flexibility with transformations. We’re also thrilled that our support team has made a positive impression — they genuinely care about our users, so your words mean a lot.

You’re absolutely right that Keboola is built for batch-based processing, and your feedback about the limitations for real-time ingestion is spot-on. While we continue to focus on making large-scale data orchestration seamless and cost-effective, we’re always exploring ways to better support different architectures, including more real-time use cases. Your input helps guide those conversations — so thank you!

We’re glad to be part of your data journey and appreciate the trust you've placed in us. If you ever have ideas, questions, or just want to geek out over data, we're here. ML

  ### 7. Im long term Keboola user on many different types of data projects.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 17, 2025

**What do you like best about Keboola?**

Easy data governance, you are able to create whatever type of data architecture you need with almost no limitation. 
Comfortable tool for orchestration of my dataflows.

**What do you dislike about Keboola?**

Accesibility of data - for each check I basicaly need to set up a new workspace and it takes times and get confusing after a while. I usually work in multi-project setup, so I need one workspace for each project at least... 
Sometimes the UI sucks, need to refresh new setting few time before the changes shows up. 
Im also missing my raw editing mode - possibility to edit setting jsons of tranformations and other component. Seems this feature was partly blocked recently.

**What problems is Keboola solving and how is that benefiting you?**

Daily orchestation of our data flows. Helps to keep company with fresh data for decision making.

**Official Response from Martin Lepka:**

> Hi there,

Thank you for sticking with us and using Keboola across so many projects — we truly appreciate your long-term trust and support!

It’s great to hear that you find value in our approach to data governance and orchestration. Giving our users the freedom to build any architecture they need is something we strive for, so it’s great to know that flexibility is working well for you.

We also really appreciate the constructive feedback. You’re right — the need to spin up multiple workspaces for quick checks in multi-project setups can be frustrating, especially when you’re moving fast. We’re actively discussing how to improve this experience. Same goes for the UI inconsistencies you mentioned — we know that occasional refresh issues are annoying, and our team is working to iron those out.

Your note on missing the raw editing mode is especially helpful. We understand that advanced users like yourself rely on this kind of control, and we’re reviewing how we can bring back that power in a way that’s still safe and manageable for all users.

Thanks again for sharing both the good and the "needs-improvement" — feedback like this helps us evolve. And if you ever want to dive deeper into your ideas, we’d love to hear more! ML

  ### 8. Keboola - a powerful, cloud ETL solution

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 27, 2025

**What do you like best about Keboola?**

The ease of use and how quick is to set up a project. It is very easy to validate some ideas and make POC. Also the development of new features to make engineering easier is nice (e.g. workspace that can read all data in Keboola so you do not need to go to tables in FE).

**What do you dislike about Keboola?**

Mainly, it is quite pricey and the larger the project, the more you feel it. It is quite difficult to move the POC to other solutions.

**What problems is Keboola solving and how is that benefiting you?**

It is great that there is a lot of prepares extractors of data from a lot of platforms. We don't need to support those extractors.

**Official Response from Martin Lepka:**

> Thank you for your detailed review and for sharing your experience with Keboola! 🙏
We’re delighted to hear that you find Keboola powerful and easy to use for quick project setup, validation, and POCs — that’s exactly what we aim for with our cloud ETL platform.

We appreciate your feedback about pricing and POC migration. We understand these can be important considerations, especially for growing projects, and we’re constantly evaluating ways to deliver even greater value and flexibility.

Thanks again for your trust and for using Keboola! 🚀 ML

  ### 9. Keboola

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Civil Engineering | Small-Business (50 or fewer emp.)

**Reviewed Date:** December 19, 2025

**What do you like best about Keboola?**

Robust data management and using more sources of data in one stream.

**What do you dislike about Keboola?**

Not really easy to use interface and not really logically sorted data stream.

**What problems is Keboola solving and how is that benefiting you?**

Reporting, data analysis

**Official Response from Jiri Manas:**

> Thank you for the great review, happy to hear!.. We working hard on simplifications and happy to say, very soon there will be new way how to interact with Keboola! 

  ### 10. Perfect to kickstart your data infrastructure

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 20, 2025

**What do you like best about Keboola?**

It's very easy to set up whole data pipelines, including many pre-built extractors for many popular data sources, and providing own Snowflake to each customer. Customer Support reacts pretty fast and is very helpful.

**What do you dislike about Keboola?**

Once the projects get large (especially with multi-project architecture), the official safe development environment is not handled the best, and requires usually very niche custom solutions to be able to reliably handle development and deployment.

**What problems is Keboola solving and how is that benefiting you?**

Data warehousing, provides all parts of ETL.

**Official Response from Martin Lepka:**

> Hi there! 

Thank you for your thoughtful feedback! We're glad to hear that Keboola's easy setup, pre-built extractors, and dedicated Snowflake instance have made launching your data pipelines straightforward. It's great our Customer Support team has been responsive and helpful for you.

We truly appreciate your input about managing larger, multi-project architectures and the challenges with development environments. We're actively working to enhance scalability and ease of deployment in complex scenarios. If you'd like to discuss specific improvements or need further assistance, please feel free to reach out anytime. Thanks again for helping us get even better! ML

  ### 11. Amazing ETL tool to save cost and time

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Gambling & Casinos | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 20, 2025

**What do you like best about Keboola?**

It is a user friendly ELT tool , which is easy to use and learn . The pipeline integration is very easy when you have data coming from many different sources and can even handle with the frequent data requests. Keboola internal team is also very quick and helpful whenever there is any support required.

**What do you dislike about Keboola?**

sometimes it gets confusing navigating between the different components specially in begining

**What problems is Keboola solving and how is that benefiting you?**

We are a small team with 2 engineers and stakeholders requests keep changing and dynamic. with the time crunch Keboola kind of works as another engineer because of its support of already available apis and component which are easy to implement and quick to use.

**Official Response from Martin Lepka:**

> Hi there! 

Thank you for your wonderful review! We're delighted Keboola is helping your small team efficiently handle dynamic data requests and seamlessly integrate multiple data sources. It's especially rewarding to hear that our internal support feels like an extra team member—that’s exactly our goal! Your feedback about initial navigation challenges is also very valuable; we’re continuously working on streamlining the user experience to make it even easier to use. Don't hesitate to reach out if we can support you further. Happy data engineering! ML

  ### 12. End-to-end solution for freelancers

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 20, 2025

**What do you like best about Keboola?**

I enjoy the wide variety of connectors (primarily I use marketing tools connectors, add a few transformations in SQL/Python and export to Google Sheets). The drag-and-drop interface is very intuitive. I really like the scheduling and automations functionality. A few times I contacted the Customer Support and the reply was always helpful and swift.

**What do you dislike about Keboola?**

There could be more beginner-friendly features or education for non-technical users.

**What problems is Keboola solving and how is that benefiting you?**

Automating routine ETL tasks to run my dashboards.

**Official Response from Martin Lepka:**

> Hi there! 

Thank you so much for your wonderful feedback! We're thrilled that our variety of connectors, intuitive drag-and-drop interface, and automation features are making your freelance projects smoother and easier. It's also great to hear our Customer Support has been helpful and responsive. We appreciate your suggestion about providing more beginner-friendly resources—it's definitely an area we aim to enhance. Please reach out anytime if we can help further. Happy automating! ML

  ### 13. Keboola is good in general for data workflows but with some cons as well

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 20, 2025

**What do you like best about Keboola?**

It is very user friendly tool, also fast. Customer support is very good

**What do you dislike about Keboola?**

Quite complicated to learn for new users in some aspects. Sometimes error messages are not clear.

**What problems is Keboola solving and how is that benefiting you?**

We use Keboola to get data from many data sources and integrate it in data warehouse. We have all data at one place and then we can build reports on it.

**Official Response from Martin Lepka:**

> Hi there! 

Thank you for your thoughtful review! It's wonderful to hear that you're finding Keboola user-friendly, fast, and that our support team meets your expectations. We appreciate your honest feedback regarding the learning curve and clarity of error messages—we're actively working on these areas to ensure an even smoother experience for all users. Please don't hesitate to reach out if you have specific suggestions or need additional support; we're here for you! ML


## 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?filters%5Bsentiment_snippet%5D=2094242&qs=pros-and-cons&section=pricing&secure%5Bexpires_at%5D=2026-08-14+18%3A58%3A14+-0500&secure%5Bsession_id%5D=2c4bb65d-48ae-4c8a-89e6-18f0cbd2b008&secure%5Btoken%5D=5c79a30846ade9c49242541104ffe6439717486c730bfe415ab909f7a3eaad90&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)
  - [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews)
  - [Google](https://www.g2.com/products/google-google/reviews)
  - [Google Ads](https://www.g2.com/products/google-ads/reviews)
  - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews)
  - [Jira](https://www.g2.com/products/jira/reviews)
  - [LinkedIn Groups](https://www.g2.com/products/linkedin-groups/reviews)
  - [Looker](https://www.g2.com/products/looker/reviews)
  - [Microsoft 365](https://www.g2.com/products/microsoft365/reviews)
  - [Microsoft Azure](https://www.g2.com/products/microsoft-microsoft-azure/reviews)
  - [Microsoft SharePoint](https://www.g2.com/products/microsoft-sharepoint/reviews)
  - [MySQL](https://www.g2.com/products/mysql/reviews)
  - [Oracle Database](https://www.g2.com/products/oracle-database/reviews)
  - [PostgreSQL](https://www.g2.com/products/postgresql/reviews)
  - [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews)
  - [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

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