# Alteryx Reviews **Vendor:** Alteryx **Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) **Average Rating:** 4.6/5.0 **Total Reviews:** 817 ## About Alteryx Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier performance, segmenting customer data, analyzing employee retention, or building competitive AI applications from your proprietary data, Alteryx One makes it easy to cleanse, blend, and analyze data to unlock the unique insights that drive impactful decisions. AI-Guided Analytics Alteryx automates and simplifies every stage of data preparation and analysis, from validation and enrichment to predictive analytics and automated insights. Incorporate generative AI directly into your workflows to streamline complex data tasks and generate insights faster. Unmatched flexibility, whether you prefer code-free workflows, natural language commands, or low-code options, Alteryx adapts to your needs. Trusted. Secure. Enterprise-Ready. Alteryx is trusted by over half of the Global 2000 and 19 of the top 20 global banks. With built-in automation, governance, and security, your workflows can scale and maintain compliance while delivering consistent results. And it doesn’t matter if your systems are on-premises, hybrid, or in the cloud; Alteryx fits effortlessly into your infrastructure. Easy to Use. Deeply Connected. What truly sets Alteryx apart is our focus on efficiency and ease of use for analysts and our active community of 700,000 Alteryx users to support you at every step of your journey. With seamless integration to data everywhere including platforms like Databricks, Snowflake, AWS, Google, SAP, and Salesforce, our platform helps unify siloed data and accelerate getting to insights. Visit Alteryx.com for more information, and to start your free trial. ## Alteryx Pros & Cons **What users like:** - Users appreciate the **ease of use** in Alteryx, making data analytics accessible for everyone through simple drag and drop. (333 reviews) - Users appreciate the **automation capabilities** of Alteryx, simplifying data processes and enhancing analytical efficiency. (148 reviews) - Users find Alteryx **very intuitive** , making it easy for non-technical individuals to learn and use effectively. (132 reviews) - Users find that Alteryx makes **learning technology easy** , thanks to its intuitive design and supportive community. (102 reviews) - Users value the **efficiency** of Alteryx in managing data quickly and effortlessly, streamlining analysis processes effectively. (102 reviews) - Users value the **ease of problem solving** with Alteryx, empowering non-coders to tackle data challenges effectively. (101 reviews) - Users find the **ease of learning** in Alteryx beneficial, thanks to its intuitive interface and supportive community. (97 reviews) - Time-saving (89 reviews) - Features (87 reviews) - Usability (86 reviews) **What users dislike:** - Users find Alteryx's **expensive pricing** challenging for small teams and startups, making widespread access difficult. (88 reviews) - Users note a **learning curve** for mastering complex features, requiring time and effort to fully leverage Alteryx. (80 reviews) - Users find the lack of **integrated reporting features** in Alteryx requires additional tools for a complete solution. (62 reviews) - Users find the **learning difficulty** of Alteryx steep, making it challenging for new users to adapt quickly. (55 reviews) - Users find that **slow performance** hinders the analysis of large workflows, causing frustration during data processing. (41 reviews) - Users find the **complexity of Alteryx's macros** challenging, making workflow handovers and updates difficult. (35 reviews) - Steep Learning Curve (35 reviews) - Users face **workflow issues** that hinder collaboration and cause crashes or slowdowns with large data sets. (33 reviews) - Expensive Licensing (32 reviews) - Limited Features (32 reviews) ## Alteryx Reviews ### 1. powerful data prep made simple with drag-and-drop **Rating:** 4.0/5.0 stars **Reviewed by:** Sravya A. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 04, 2026 **What do you like best about Alteryx?** What i like best about Alteryx is how easy it makes complex data preparation and analysis without needing coding knowledge.The drag-and-drop workflow is very intuitive, and it saves a lot of time compared to writing scripts from scratch.I also find the wide range of built-in tools for data blending,transformation, and predective analytics really helpful-they cover most use cases in one platform **What do you dislike about Alteryx?** One downside of Alteryx is that the licensing cos can be quite high, especially for smaller teams or individual users. It also has a bit of a learning curve when you start working with more advanced workflows or macros. In some cases, performance can slow down when handling very large datasets, particularly if workflows are not optimized. **What problems is Alteryx solving and how is that benefiting you?** Alteryx helps solve the problem of time-consuming and manual data preparation. Before using it, i had to rely on a mix of excel, sql, and scripts to clean and combine data, which was inefficient and error-prone. With Alteryx, I can bring data from multiple sources into one workflow, clean and transform it quickly, and automate the entire process. This has significantly reduced the time i spend on repetitive tasks and improved the accuracy of my analysis. It also allows me to focus more on insights rather than data wrangling. ### 2. Easy, Time-Saving Data Automation with Alteryx’s Drag-and-Drop Workflows **Rating:** 4.0/5.0 stars **Reviewed by:** Kapil S. | Project manager, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** April 07, 2026 **What do you like best about Alteryx?** What i like most about Alteryx is how easy it makes the complex data work. Even without deep technical skills, i can automate data preparation, Analysis, and reporting quickly. The drag and drop interface saves a lot of time, and it helps reduce manual errors in daily work. Alteryx is user friendly during automation. and also provide features like data blending, analysis, automation and reporting. I use as part of my daily work. It also integrates with Excel, data base or other analytical tools. It's easy to implement as well. Talking about customer support so it is responsive when the issue is raised, the person sitting in customer support are professional with clear guidance. **What do you dislike about Alteryx?** one downside of Alteryx is that it can feel expensive for smaller teams, some advanced features also have a learning curve, so new users may need time and training to fully utilize the platform. At time workflows can become heavy and slow when working with large data set. **What problems is Alteryx solving and how is that benefiting you?** Alteryx solved the problem of manual and time-consuming data preparation and analysis. We have also automated the repetitive tasks using this software. ### 3. Automates Complex Tasks, But Setup & Migration Need Improvement **Rating:** 3.5/5.0 stars **Reviewed by:** Yuvraj S. | Manager Flight Operations, Aviation & Aerospace, Mid-Market (51-1000 emp.) **Reviewed Date:** June 07, 2026 **What do you like best about Alteryx?** I use Alteryx to combine clusters of Excel files into a single dashboard, which is incredibly helpful given that my daily aviation operations generate 50 Excel sheets. It effectively addresses multiple concerns like data formatting and duplicate data, providing me with a furnished output. I appreciate that it automates tasks such as calculating the average flight turnaround time and conducting baggage handling analysis. It's particularly useful for combining data to compare frequent issues and address them accordingly. **What do you dislike about Alteryx?** Its workflow is limited and locked into Alteryx itself, which doesn't allow me to migrate to any other platform. Migrating the same gives big time redevelopment efforts. The setup was not that easy and can be made easier and more UI friendly. **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx to combine clusters of Excel files into a single dashboard, fixing data formatting and duplicates. It automates tasks like analyzing flight times and baggage handling, helping me address data concerns efficiently. ### 4. A Great Tool for Automating Data Preparation **Rating:** 4.5/5.0 stars **Reviewed by:** Harsh G. | AI Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 03, 2026 **What do you like best about Alteryx?** Alteryx makes data preparation and automation extremely simple. Its drag-and-drop workflow builder saves significant time, especially when working with large datasets from multiple sources. It helps me automate repetitive tasks, improve data quality, and deliver analytics faster with minimal coding. **What do you dislike about Alteryx?** One area where Alteryx could improve is its pricing, which can be difficult to justify for smaller teams or organizations. Some advanced workflows can also become resource-intensive and may experience slower performance when processing very large datasets. Additionally, new users may face a learning curve when building complex workflows, and troubleshooting errors in large workflows can sometimes be time-consuming. **What problems is Alteryx solving and how is that benefiting you?** Before using Alteryx, I spent a lot of time cleaning data, combining files from different sources, and fixing formatting issues before I could even start analyzing anything. Alteryx has made that process much faster and more organized. Instead of doing repetitive manual work, I can automate those tasks and focus on the actual insights. It's especially helpful when working with large datasets because it reduces errors and saves a lot of time. Overall, it's helped me be more productive and deliver results faster. ### 5. Intuitive, Time-Saving Solution for Complex Workflows **Rating:** 4.5/5.0 stars **Reviewed by:** Rachel C. | Sales & Operations Execution Lead, Enterprise (> 1000 emp.) **Reviewed Date:** May 14, 2024 **What do you like best about Alteryx?** I use Alteryx for transforming manual and overcomplicated processes in Excel, which really saves a lot of time for our supply chain department and allows us to pursue more complex opportunities for improvement. I like how intuitive it is and how easy it is to learn with the community, Help topics, and Academy. I appreciate being able to open examples of each tool that might be unfamiliar or use the Alteryx Help Pages or search the Community to see if others have faced the same issues and already come to a solution. The initial setup was very easy. **What do you dislike about Alteryx?** Only having the Professional edition is a bit limiting in terms of capabilities for our Analytics team, and making the Enterprise version easier to access or more affordable would be appreciated. **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx to transform manual and overcomplicated processes in Excel, saving a lot of time for our supply chain department and allowing us to pursue more complex opportunities for improvement. ### 6. No-Code Data Manipulation, but Some Alteryx Limitations **Rating:** 3.5/5.0 stars **Reviewed by:** Andrew O. | Senior Finance Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** March 13, 2026 **What do you like best about Alteryx?** Allows data manipulation without needing to write code line by line. Alteryx also is able to handle extremely large data sets unlike some other similar programs. **What do you dislike about Alteryx?** Alteryx has moved to a cloud-based solution that requires us to load data into the cloud for processing. This shift has raised some security concerns for our IT team. Alteryx has also removed certain data publishing tools they previously offered, and now seems to rely more on the “marketplace” for creating those tools, which can lead to more bugs. **What problems is Alteryx solving and how is that benefiting you?** Alteryx allows me to view and manipulate data myself rather than waiting on the IT team to get around to it. It also allows stakeholders to review the underlying data in certain calculations to understand why things are or are not being included in historical metrics. ### 7. Intuitive No-Code Data Prep That Automates Daily Tasks **Rating:** 4.0/5.0 stars **Reviewed by:** gustavo s. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Its really intuitive and easy to use, there's no coding necessary, and it allows for a comprehensive data prep process that automate a lot of my day to day tasks. It changed the way I work for complete, makes my life a lot easier because I can add even more value to my company. **What do you dislike about Alteryx?** I dislike the cost structure of the tool, every new package or connector changes the offer and sometimes requires new investment, that sometimes takes a long time for management to approve and it even may be denied as an additional investment. I think the cost/price is complex and is getting more complex with the consumption credits. **What problems is Alteryx solving and how is that benefiting you?** Its streamlining all of my ETL processes, allowing me to focus my attention to areas where my expertise can contribute to my company. ### 8. Intuitive, Fast Data Prep with Powerful Tools and a Helpful Alteryx Community **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.) **Reviewed Date:** April 08, 2026 **What do you like best about Alteryx?** I find Alteryx my go to tool when I have a data challenge to solve. Very intuitive process with a wide range of tools available. Much faster than coding Sql or Python and much clearer. I find the step my step process of adding a tool, confirming the results and moving on to the next tool prevents unexpected or invisible errors. Very easy to combine data from a wide range of data sources. I also appreciate the Alteryx community, very helpful for looking up issues. When I post a question it gets answered very quickly. **What do you dislike about Alteryx?** The price is expensive. I think I get a good ROI, but if you don't use it a lot there could be better options. **What problems is Alteryx solving and how is that benefiting you?** Before hand people were doing a lot of work in Excel or in SQL. The work was hard to verify, and prone to mistakes. Alteryx makes it very easy to quickly bring in and combine data from several sources. Also since a formula is only written once, there are less issues than say with Excel. Alteryx saves time as people were manually doing processes over and over, and in Alteryx once you build the flow it can be quickly executed. ### 9. Easy, Friendly Data Tool That Delivers Faster Results **Rating:** 5.0/5.0 stars **Reviewed by:** Alan A. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** It’s an easy, friendly tool and a simple way to manage data. It helps me get to results faster than any other tool. **What do you dislike about Alteryx?** The only thing I dislike is the cost of the licenses. In a large corporation like the one I work for, Alteryx could be used much more and bring many more solutions if it were possible to roll it out across all areas. **What problems is Alteryx solving and how is that benefiting you?** Alteryx helps us solve a lot of problems. At the company I work for, we use Alteryx to integrate data from different financial companies that provide cash-in and cash-out information about our customers, often in different formats and layouts. We also rely on it to reconcile a large volume of data, which makes the overall process much more manageable. ### 10. Powerful Data Tool with a Steep Learning Curve **Rating:** 3.5/5.0 stars **Reviewed by:** Mohammed H. | Retail Sales, Small-Business (50 or fewer emp.) **Reviewed Date:** June 01, 2026 **What do you like best about Alteryx?** I primarily use Alteryx for data preparation, transformation, and workflow. I like how it simplifies complex data work without requiring heavy coding. I also appreciate how much time it saves through automation, especially for repetitive tasks. **What do you dislike about Alteryx?** While Alteryx is very powerful, there are a few areas that could be improved. The initial curve can be steep, especially for users who are new to data workflow tools. Some advanced features and tools are not immediately intuitive and may require training or trial and error. Additionally, performance can slow down when working with very large databases. **What problems is Alteryx solving and how is that benefiting you?** Alteryx solves inefficient data handling, reducing time spent on cleaning and prepping data. It simplifies complex tasks without heavy coding and saves time through automation. ### 11. Impressive Alteryx Workflows for API Data and Tableau Reporting **Rating:** 4.0/5.0 stars **Reviewed by:** Ritika H. | Project Manager, E-Learning, Small-Business (50 or fewer emp.) **Reviewed Date:** May 01, 2026 **What do you like best about Alteryx?** The Alteryx workflows are impressive. We hit APIs through the Download tools, then structure the data and send reports out in Tableau. **What do you dislike about Alteryx?** I’d say there are way too many ads running, which is honestly crazy. Also, I’m not sure how to navigate the AI use cases or the Python parts. It’s challenging for me to visualize everything in my head and understand how to process it. **What problems is Alteryx solving and how is that benefiting you?** I used to spend more time preparing data than actually analyzing it. Alteryx has really helped me with that. It does have a learning curve, but it’s worth it. ### 12. Endless Possibilities with User-Friendly Alteryx **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Insurance | Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** The possibilities feel endless. As someone with limited tech experience, I’ve found that the Alteryx tool doesn’t require a technical background to get started. There are so many tools readily available, and they’re very user-friendly. I was skeptical when my company decided to have our tax team pilot Alteryx, but a year later I can confidently say it’s been one of the best tools my team has had to date. **What do you dislike about Alteryx?** I’m sure this is more of a user issue than a problem with the tech itself, but it’s very easy to overengineer workflows to the point that they become obsolete. I look forward to using AI to help simplify tools to meet specific needs. **What problems is Alteryx solving and how is that benefiting you?** Alteryx processes massive amounts of data in a short period of time. What used to take our team weeks to complete now happens in a matter of minutes. The time savings for our team are invaluable, and it has made our workflow much more efficient. ### 13. Incredibly Easy to Use, Powerful for Data Management and Automation **Rating:** 5.0/5.0 stars **Reviewed by:** Fabrizzio B. | Corporate Logistics Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** It is incredibly easy to use. You can start with almost zero knowledge and start picking up tricks along the way. It is a powerful tool for data management and manipulation, as well as for repetitive process automations **What do you dislike about Alteryx?** It can be very picky when it comes to formats and data types. One typo in your data will stop the entire process and error out. This is significant when non licensed users run your processes through an app or server. **What problems is Alteryx solving and how is that benefiting you?** Alteryx is a huge time-saver when it comes to repetitive reporting. It makes it much easier to gather raw data and transform it into something decision-makers can actually use, which I find invaluable. ### 14. Visual, Easy-to-Use Workflows with Helpful Ask Alteryx Guidance **Rating:** 5.0/5.0 stars **Reviewed by:** Kelly E. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Ease of use. As a very visual person, Alteryx is great because I can clearly see and distinguish each tool I might use. I also like that I can continually check my data as I move through each tool in the workflow. Even now with Ask Alteryx, as a new user, it’s going to be extremely helpful—not only for creating my workflows, but also for learning new tools and discovering more of what’s available. **What do you dislike about Alteryx?** Honestly there is not much I don't like. As a new user, I haven't found anything that I haven't enjoyed. **What problems is Alteryx solving and how is that benefiting you?** Alteryx is assisting me to build out daily/weekly/monthly reporting so that my team can work more efficiently. ### 15. Rakshith experience with Alteryex **Rating:** 4.5/5.0 stars **Reviewed by:** Rakshith G. | Lead Business Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** March 16, 2026 **What do you like best about Alteryx?** The application simplifies complex data preparation through an intuitive drag and drop workflow. • Data blending from multiple sources happens quickly and improves reporting efficiency. • Automation features reduce manual effort and save significant processing time. • The visual workflow design helps users understand data pipelines easily. • The application handles large datasets reliably with minimal errors. **What do you dislike about Alteryx?** Application performance slows when workflows become highly complex. • Error messages need clearer guidance for non technical users. • Collaboration features such as version control need enhancement for team environments. • High memory consumption affects performance on standard office laptops. • More domain specific templates would help business users work faster **What problems is Alteryx solving and how is that benefiting you?** The application reduces dependency on manual spreadsheet processing. • Reporting timelines improve due to workflow automation. • Data accuracy improves through standardized transformation processes. • Business teams make faster decisions with quicker data availability. ### 16. Huge and powerful tool for Data Cleaning, Automation, and Reporting **Rating:** 5.0/5.0 stars **Reviewed by:** CA.Shanu S. | ASSOCIATE 2, Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** What I like most about Alteryx is how much time it saves in handling repetitive data work. The drag and drop workflow makes data cleaning, automation and reporting much easier even for non technical users **What do you dislike about Alteryx?** One thing I dislike about Alteryx is that the licensing cost can be quite high, especially for smaller firms or individual professionals **What problems is Alteryx solving and how is that benefiting you?** Alteryx is mainly solving the problem of manual and time consuming data processing. Earlier, tasks like data cleaning, reconciliation, report preparation and combining multiple Excel files required a lot of manual effort and were prone to errors. With Alteryx, many of these processes are automated ### 17. Efficient Data Automation with Easy Setup **Rating:** 4.5/5.0 stars **Reviewed by:** Joshua B. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** I use Alteryx for data operational efficiency and automation. I like Alteryx because it helps reduce the time it takes for reports to run, which allows departmental and regional managers to make decisions based on insights more quickly. I appreciate the ease of use and the low learning curve with Alteryx. The initial setup of Alteryx was very easy for my team. **What do you dislike about Alteryx?** Some of the connection points, like connecting to a database from a server with a firewall, cause issues for us. **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx to enhance data operational efficiency and automation, reducing report processing time, enabling quicker decision-making for managers. ### 18. Easy Data Prep and a User-Friendly Interface **Rating:** 4.5/5.0 stars **Reviewed by:** Drew T. | Resident Assistant, Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** It is very easy to prep data and the interface is very easy to manage **What do you dislike about Alteryx?** The loading time is quite the hassle. When I drag a tool to the canvas, it takes 5-10 seconds to process my request, which becomes inefficient over time. When I code, I can easily make edits, then it just loads when I run it. Additionally, Alteryx does so many things, but sometimes it is a bit difficult to figure out how to use certain functionalities. **What problems is Alteryx solving and how is that benefiting you?** It does a lot of functionality very well, which saves me a lot of time from having to code my data ### 19. Streamlined Data Processes with Alteryx **Rating:** 5.0/5.0 stars **Reviewed by:** Venkata M. | Bench Sales Recruiter, Small-Business (50 or fewer emp.) **Reviewed Date:** February 03, 2026 **What do you like best about Alteryx?** I like Alteryx's intuitive drag and drop interface, which makes building workflows easy. It drastically reduces the time spent on data preparation and blending. I can automate repetitive tasks without writing code, and it handles large datasets smoothly. The drag and drop feature makes it easy to build and understand workflows without heavy coding, significantly reducing development time. Automating repetitive data preparation and reporting tasks saves hours of manual work and minimizes errors. Alteryx efficiently handles large datasets, allowing us to blend, clean, and analyze data from multiple sources quickly. It helps streamline our data processes, improve accuracy, and lets the team focus more on insights rather than data wrangling. Setup was easy and simple to understand, even for beginners. **What do you dislike about Alteryx?** Pricing is on higher side, and performance can slow down with very large workflows. Collaboration and version control could also be improved. **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx to eliminate manual data preparation and cleaning, quickly combine data from multiple sources, reduce errors from manual Excel processes, speed up reporting and analysis, and assist with basic predictive analytics without coding. ### 20. Amazing No-Code Data Pipelines and Fast Multi-Source Analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Mitul C. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 29, 2026 **What do you like best about Alteryx?** amazing at working with data pipelines with using little to no code. pulling data from different sources be it excel, database can be done on the same canvas in minutes while also helping with analytics **What do you dislike about Alteryx?** cost, even though i was in a big org, i believe small orgs will find it difficult to get started with it given its budget. also, if your local machine is not strong enough, processing heavy data loads can be a bit challenging **What problems is Alteryx solving and how is that benefiting you?** removes the part of manual data interpretation and provides insights to start thinking in a particular direction. also helps in beautifying data. saves a lot of time in that sense ### 21. Intuitive Product with a Helpful Altery Community **Rating:** 5.0/5.0 stars **Reviewed by:** Wendell G. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** I find the product intuitive. If in doubt, the Altery Community should be one place to check on your question. **What do you dislike about Alteryx?** I find support for buggy issues to be somewhat unsatisfactory. But, I believe much of this lies with me. I've been having issues when using the computer vision tools. It takes forever after I drag a tool to the canvas before I can continue with work. **What problems is Alteryx solving and how is that benefiting you?** Alteryx has solved our use tax return preparation process by generating standard work paper files with exceptions for return preparers. Now, we need to fully automate the entire return process ### 22. Easy-to-Build Macros and Helpful Examples, but Frequent Freezing and No Auto-Save **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** The ability to build my own macros and find a process to standardize my data. The tools are easy to understand and there are also examples which I like a lot. **What do you dislike about Alteryx?** I find that my canvas is freezing often and crashes are just a part of using the software. On the desktop platform there is no way to auto save after a specific duration. **What problems is Alteryx solving and how is that benefiting you?** Within my job function I am provided new data weekly, from different companies. These all have different schema and different fields. In order to populate our data visualization templates we need to standardize and add info to our source data. Being able to do this in Alteryx where you can preview data and add steps anywhere is very helpful. Doing this in SQL would take 5x longer ### 23. Simple for Transformations and Analysis, but Feels Like an Old Tool **Rating:** 3.0/5.0 stars **Reviewed by:** Surya k. | Informatica and Teradata Developer , Enterprise (> 1000 emp.) **Reviewed Date:** April 30, 2026 **What do you like best about Alteryx?** It’s simple to use for doing transformations, and it also works well for data analysis. **What do you dislike about Alteryx?** Old tool and few features are not available like informatica and ssis **What problems is Alteryx solving and how is that benefiting you?** At CSX, Alteryx helps solve the problem of fragmented and manual data processes across operations, such as train schedules, shipment tracking, and maintenance records. Instead of pulling data from multiple systems and cleaning it manually in Excel, Alteryx automates data integration and preparation into a single workflow. This benefits me by saving significant time, reducing errors, and allowing faster analysis of delays, asset utilization, and performance trends—leading to quicker, data-driven decisions that improve operational efficiency. ### 24. Easy development tool **Rating:** 5.0/5.0 stars **Reviewed by:** Sanjana G. | Automation Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** June 02, 2026 **What do you like best about Alteryx?** It’s a user-friendly tool that helps you work on automations, even if you’re from a non-IT field. **What do you dislike about Alteryx?** As an individual user, I may not fully understand the connections when viewing the workflows, since they link multiple tools together, which can be confusing. **What problems is Alteryx solving and how is that benefiting you?** The main problem Alteryx is helping me with right now is that Excel can’t support files with more than 19 lakh+ rows. With Alteryx, I can still access that data easily, and it also helps me work with and access multiple Excel files. ### 25. No-Code ETL Made Easy with Alteryx’s Drag-and-Drop Workflows **Rating:** 4.5/5.0 stars **Reviewed by:** Kunal A. | Senior Data Science Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** April 08, 2026 **What do you like best about Alteryx?** The best thing about Alteryx is that we dont have to write any code and with simple drag and drop we can create data pipeline using ETL (Extract, Tranform and Load). It helps us to perform complex data transformations and predictive modeling without writing SQL or Python **What do you dislike about Alteryx?** Nothing as such but its Licensing Cost is very high which I heard from my IT team. **What problems is Alteryx solving and how is that benefiting you?** It has mainly helped us in creating Data lakes which will be used by the Analytics team for further analysis. It has also helped us in automating repetitive manual tasks, data cleaning and report generation as well. ### 26. Streamlined Data Management, Easy Setup **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** I think Alteryx is very easy to use. It's great for documentation and understanding the flow of data, which helps us to be more accurate in our reporting by finding errors that we normally wouldn't find. It's excellent for combining data from a variety of different data sources. Alteryx allows us to save time on routine tasks, letting us focus on more complicated and thorough reporting for senior staff. **What do you dislike about Alteryx?** I think Alteryx server could be a little easier to use. I think it could have a better interface. **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx for data manipulation and reporting. It's easy to use, great for documentation, and understanding data flow. It saves time on routine tasks, allowing for thorough reporting. It combines data effectively, leading to more accurate reports. ### 27. Super User-Friendly Tool with Endless Use Cases and a Helpful Community **Rating:** 5.0/5.0 stars **Reviewed by:** Nick C. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** It can be used across industries with infinite use cases. It is super user friendly and the Alteryx community is always helpful! **What do you dislike about Alteryx?** The license cost is very expensive, which can make it difficult to justify to my company why it's a necessary cost, even though it is a very useful tool. **What problems is Alteryx solving and how is that benefiting you?** Alteryx is helping me easily connect to multiple data sources, including Excel and database tables, and easily manipulate and cleanse the data. It also is easily scheduled, so it can be built, scheduled, and then automated. ### 28. Easy-to-Use Designer with a Helpful, Supportive Community **Rating:** 5.0/5.0 stars **Reviewed by:** Greg S. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** It is so easy to use tools in Designer and there are so many helpful resources (especially the community) to help you solve anything! **What do you dislike about Alteryx?** I like using the CoPilot tool to ask for a recommendation of a tool to use on the canvas. I ask it to just give me a recommendation and not to put it on the canvice, but it does it anyway. I just want the recommendations or the ability to trouble shoot. **What problems is Alteryx solving and how is that benefiting you?** Sorting and simplifying large data in a quick and repeatable manner. ### 29. Groundbreaking product!! **Rating:** 5.0/5.0 stars **Reviewed by:** Vatsal N. | Enterprise (> 1000 emp.) **Reviewed Date:** May 25, 2023 **What do you like best about Alteryx?** Alteryx is super-intuitive easy to learn with massive power to make your routine analysis so much easier. It also helps in deploying ETL processes and getting data of the web and has a lot of potential in the current booming Data analytics market. Thanks to Alteryx for helping me grow in my Data analysis journey. **What do you dislike about Alteryx?** It does not have much to dislike. It's a growing product but is expanding at massive scale **What problems is Alteryx solving and how is that benefiting you?** It helps in democratizing data and everybody can learn this user-friendly product ### 30. Tax Automation Alteryx Review **Rating:** 5.0/5.0 stars **Reviewed by:** Danny B. | Senior Associate - Tax Technology Practice , Enterprise (> 1000 emp.) **Reviewed Date:** May 15, 2024 **What do you like best about Alteryx?** I love the flexibility of Alteryx. My company has created a virtual 'docking station' that allows built-in compatibility with Alteryx apps. **What do you dislike about Alteryx?** There are multiple bugs that I've noticed with tools especially in the wake of the transition to Alteryx ONE that my company does not yet have permission to use. **What problems is Alteryx solving and how is that benefiting you?** alteryx allows us to create a single workflow that is copied out among 100s of client/fund groups. This helps us porocess massive amounts of data daily without even touching 'Run Now' ### 31. User-Friendly and Community-Driven with Challenges in Training **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** I like how user-friendly Alteryx is and the community built around it. There is always support available, and the community is great. I also appreciate that it's a fairly user-friendly tool. I like the fact that there is a server and that people can get pretty technical as well. I like that we can automate our workflows. **What do you dislike about Alteryx?** I feel like there could be more trainings readily available. The financial aspect around it is a little money grab when it comes to tokens, so we aren't able to get a comprehensive success plan because everything costs tokens. It's just hard to navigate. **What problems is Alteryx solving and how is that benefiting you?** Alteryx allows us to blend data from different sources into one, helping us reduce human error. ### 32. Solid analytics tool, but expensive for smaller teams **Rating:** 4.0/5.0 stars **Reviewed by:** Neilwin G. | IT Support Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** May 29, 2026 **What do you like best about Alteryx?** The low-code/no-code environment allows me to build complex analytical workflows and spatial analytics without needing a heavy programming background. **What do you dislike about Alteryx?** The software can be very resource-intensive on my local machine, occasionally causing slowdowns when running complex workflows on massive datasets. **What problems is Alteryx solving and how is that benefiting you?** It eliminates the need for manual, repetitive data preparation. By building automated workflows, we have eliminated human error from our weekly reporting and saved our team countless hours of manual Excel manipulation. ### 33. Intuitive and Accessible, But Overall Experience Needs Improvement **Rating:** 5.0/5.0 stars **Reviewed by:** Nadine R. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Alteryx makes analytics and automation accessible for those that do not have technical skills. It is intuitive to learn. **What do you dislike about Alteryx?** There are several bugs that we have to work around that limit our automation capabilities. Governance and admin work is not straight-forward. Gallery or server insights are not readily available with the API code changing. Batch operations are difficult when performing admin work with the server. **What problems is Alteryx solving and how is that benefiting you?** Alteryx eliminates manual steps when it comes to reporting. ### 34. Alteryx Makes Data Prep and Visualization Easy for Non-Coders **Rating:** 5.0/5.0 stars **Reviewed by:** Patrick T. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Alteryx makes it easy for business professionals who aren’t coders to manipulate data and then illustrate it clearly. **What do you dislike about Alteryx?** I don’t have an ODBC connector, which means I have to manually export data from other systems into SharePoint. After that, I still need to adjust the naming in the workflows so they can run properly. **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx to produce the company’s KPIs, and I also use it to take manual tasks off operators’ hands. ### 35. Flexible Data Comparison and Linking Made Easy **Rating:** 5.0/5.0 stars **Reviewed by:** Joaniris T. | Certified Nursing Assistant, Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** The different ways it can be used to compare data and the different ways to link different data sets **What do you dislike about Alteryx?** I do wish it the trials of each icon or feature would show it in relation to my workflow instead of a basic knowledge **What problems is Alteryx solving and how is that benefiting you?** It is comparing live data that can be shown and run constantly for my team and can be modified easily by anyone which is super helpful in a big organization ### 36. Fast, Easy Data Testing That Outshines SQL **Rating:** 5.0/5.0 stars **Reviewed by:** Charlton B. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Fast, easy, understandable. Primarily, data testing is much faster than SQL. It's more comprehensive than SQL testing because I also can see what it filters out, not just what it retrieves. **What do you dislike about Alteryx?** LAG! When I have a more complex workflow, it lags between clicks. **What problems is Alteryx solving and how is that benefiting you?** Fast adoption for junior analysts, enabling them to handle complex work that’s typically done by highly paid engineers. It also leads to higher-quality testing and better overall output results. ### 37. Incredibly User-Friendly and a Joy to Use **Rating:** 4.5/5.0 stars **Reviewed by:** Nick B. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** I have always found it incredibly user friendly **What do you dislike about Alteryx?** Nothing really... I love using it when it is the right tool for what I am trying to do **What problems is Alteryx solving and how is that benefiting you?** I work with individual transaction data, which gets bigger than the limitations of other tools have. Alteryx is extremely powerful, and for a lot of these projects with huge data it gives me the ability to plan a full project from start to finish ### 38. Efficient, Fast Analysis with At-a-Glance Updates and Great Organization **Rating:** 4.5/5.0 stars **Reviewed by:** Johanna T. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** It makes analysis more efficient and faster. I like being able to see at a glance what changes I need to make when I need to make updates, and it's such a great program for organization as well. **What do you dislike about Alteryx?** I wish it was more accessible for personal use. **What problems is Alteryx solving and how is that benefiting you?** I'm not good at coding so having tools I can drag and drop is so convenient! ### 39. No Code Automation with Alteryx's Seamless Integration **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User | Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** I use Alteryx for daily ETL activities at my company. I like its no code automation, which helps me avoid writing huge scripts for data analysis. I also appreciate its connectors to different softwares, allowing me to integrate seamlessly with tools like Snowflake. The speed is impressive too; it turned a 20-minute task into a 2-minute one. **What do you dislike about Alteryx?** FEDRAMP and data protection. Just to add a protection environment to protect PII data. **What problems is Alteryx solving and how is that benefiting you?** Alteryx simplifies handling large Excel files and eliminates writing extensive scripts. Its no-code automation speeds up tasks, making a 20-minute task finish in 2 minutes. ### 40. Transforms Data Processing with Ease, Despite Some Crashes **Rating:** 5.0/5.0 stars **Reviewed by:** takkellapati s. **Reviewed Date:** January 05, 2026 **What do you like best about Alteryx?** I appreciate that Alteryx is a comprehensive data science and analytics platform. It offers a free trial, which is helpful for certification exams. I like that it provides platform apps with specific features like the ETL tool, which I find valuable. The initial setup was very nice and good, simplifying ETL processes by allowing users to clean, transform, and analyze data from multiple sources. It automates the collection, cleansing, preparation, and blending of data from a variety of different sources. These certain privileges led my team to switch from Microsoft to Alteryx. **What do you dislike about Alteryx?** I encounter software issues like crashing (APPCRASH). **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx to automate the collection, cleansing, preparation, and blending of data. It simplifies ETL processes and comes with easy and fast initial setup. ### 41. Easy and fun to use! **Rating:** 5.0/5.0 stars **Reviewed by:** Andy A. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** The platform is very easy and fun to use. **What do you dislike about Alteryx?** Not enough users in my organization use the platform with me. **What problems is Alteryx solving and how is that benefiting you?** Alteryx helps me aggregate data from multiple functional areas in my organization into one easy-to-maintain view. The benefit is that trend analysis becomes easy for me and for employees and leaders at all levels of the organization. ### 42. User-Friendly Tool That Connects Multiple Data Sources Seamlessly **Rating:** 5.0/5.0 stars **Reviewed by:** Sal T. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** I love how user friendly It is and how you are able to join different data sources with one tool. We also have a COE that helps us with troubleshooting issues. **What do you dislike about Alteryx?** Right now we are on Citrix and that is a little restrictive. **What problems is Alteryx solving and how is that benefiting you?** Alteryx is helping with automating audit testing and recurring reports that we have. ### 43. Low-Code/No-Code That Empowers Finance Users **Rating:** 4.5/5.0 stars **Reviewed by:** joe r. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Low code no code environment. Works well for finance users who do not know code well **What do you dislike about Alteryx?** Has crashed on me multiple times and was a bit of a pain **What problems is Alteryx solving and how is that benefiting you?** Alteryx is primarily used as a data cleanup for us. It is helping manual processes. We plan on exploring Invoice extractor/PDF tools and time series/machine learning models ### 44. Easy to Use and Packed with New Features That Boost Workflow Efficiency **Rating:** 4.0/5.0 stars **Reviewed by:** Kelsey P. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** Alteryx is very easy to use, constantly adding features and taking feedback from users, and significantly increases workflow efficiencies **What do you dislike about Alteryx?** UI is sometimes messy and suboptimal - hard to see everything you need on one screen **What problems is Alteryx solving and how is that benefiting you?** Alteryx saves me a ton of time in reconciling accounting data and creating journal entries based on raw data. ### 45. Connects to Any Data Source and Makes Data Workflows Easy to Follow **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Banking | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** It does a great job connecting to any data source, and I can clearly see each step of the workflow and how the data evolves before it reaches the target output. **What do you dislike about Alteryx?** Server console is not very flexible with expanding the columns in the gallery to see you workflows names. I use long workflow names and appear cutoff when I try to expand them since I maintain many workflows that begin with similar names **What problems is Alteryx solving and how is that benefiting you?** Preparing datasets for financial trading analytics and observing results as well publishing to Tableau extracts or other tools. ### 46. Automates Accounting Tasks with Ease **Rating:** 5.0/5.0 stars **Reviewed by:** Abhishek S. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** I like the automation part of Alteryx because it saves time and helps automate day-to-day activities. Also, setting it up was easy. **What do you dislike about Alteryx?** I didn't find any specific issues, but it has a learning curve. **What problems is Alteryx solving and how is that benefiting you?** Alteryx automates my accounting work by handling all manual and repetitive tasks, saving time and aiding daily activities. ### 47. Goodbye Excel Nightmares, Hello Automation **Rating:** 4.5/5.0 stars **Reviewed by:** Abhishek N. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 02, 2026 **What do you like best about Alteryx?** Alteryx has completely transformed how our team handles data preparation. Processes that used to take us a full day in Excel now run in literally seconds **What do you dislike about Alteryx?** the desktop application is a massive resource hog; it frequently freezes my PC when processing larger datasets **What problems is Alteryx solving and how is that benefiting you?** data prep ### 48. technology platform enabler **Rating:** 4.0/5.0 stars **Reviewed by:** Jerry A. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** the ability to build and test ideas quickly and develop sustainable data for the end users **What do you dislike about Alteryx?** sometimes the flexibility of the product creates inconsistent development products which can be hard to manage from a product support standpoint. **What problems is Alteryx solving and how is that benefiting you?** allows us to combine a wide variety of datasets into insights for our team ### 49. Efficient and Intuitive Data Analytics with Alteryx **Rating:** 5.0/5.0 stars **Reviewed by:** venkata k. **Reviewed Date:** January 05, 2026 **What do you like best about Alteryx?** I appreciate that Alteryx is a comprehensive data science and analytics platform, offering a free trial and helping with certification exams. I like its specific features like the ETL tool, which I find valuable, and the initial setup was very nice and good. I enjoy its intuitive drag-and-drop interface and its ability to transform time-consuming manual data tasks into efficient automated ones. Alteryx providing certain privileges even led my team to switch from Microsoft to Alteryx. **What do you dislike about Alteryx?** I don't like the data type mismatches. **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx for data preparation and advanced analytics. It transforms manual data tasks into efficient automated workflows and manages data type mismatches. The platform's ETL tools and intuitive drag-and-drop interface streamline our processes. ### 50. Lightning-Fast Data Manipulation **Rating:** 5.0/5.0 stars **Reviewed by:** huda a. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** the quickness of data manipulation - large files can be prepared quicker with this software **What do you dislike about Alteryx?** not always intuitive - I have data that needs certain manipulation and I am unsure what tools to use **What problems is Alteryx solving and how is that benefiting you?** making it easier and seamless to prepare larger data sets - apportionment workkpapers ## Alteryx Discussions - [Is there a free trial of Alteryx One to test its core capabilities before committing?](https://www.g2.com/discussions/is-there-a-free-trial-of-alteryx-one-to-test-its-core-capabilities-before-committing) - 1 comment, 1 upvote - [Does Alteryx One meet major enterprise security, governance, and data-privacy standards such as GDPR, SOC 2, or HIPAA, depending on deployment?](https://www.g2.com/discussions/does-alteryx-one-meet-major-enterprise-security-governance-and-data-privacy-standards-such-as-gdpr-soc-2-or-hipaa-depending-on-deployment) - 1 comment, 1 upvote - [How regularly does Alteryx deliver new features and platform updates that support enterprise-scale analytics?](https://www.g2.com/discussions/how-regularly-does-alteryx-deliver-new-features-and-platform-updates-that-support-enterprise-scale-analytics) - 1 comment, 1 upvote - [How well does Alteryx support global teams that need collaborative workflows, shared assets, and consistent access across regions?](https://www.g2.com/discussions/how-well-does-alteryx-support-global-teams-that-need-collaborative-workflows-shared-assets-and-consistent-access-across-regions) - 1 comment, 1 upvote - [How can teams share dashboards and insights from Alteryx with stakeholders who don’t have a platform license?](https://www.g2.com/discussions/how-can-teams-share-dashboards-and-insights-from-alteryx-with-stakeholders-who-don-t-have-a-platform-license) - 1 comment, 1 upvote - [View Alteryx pricing details and edition comparison](https://www.g2.com/products/alteryx/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-10+22%3A55%3A56+-0500&secure%5Bsession_id%5D=1b94b4a5-6597-4195-95e3-2c386468a82e&secure%5Btoken%5D=5eb4b72da99c0b3357cf53b4373d42e70bbcc811c13daa36bc0271270da9db50&format=llm_user) ## Alteryx Integrations - [19th Mile](https://www.g2.com/products/19th-mile/reviews) - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) - [Ideals Virtual Data Room](https://www.g2.com/products/ideals-virtual-data-room/reviews) - [Master-O](https://www.g2.com/products/master-o/reviews) - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) - [SQL Server 2019](https://www.g2.com/products/sql-server-2019/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) ## Alteryx Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Cartography** - Map Design - Vector Mapping - Data Visualization - Overlaying **Data Source Access** - Breadth of Data Sources - Ease of Data Connectivity - API Connectivity **Management** - Reporting - Auditing **System** - Data Ingestion & Wrangling **Data Ingestion** - Big Data Processing - Unstructed Data Processing - Processing of Various File Types **Data Preparation** - Connectors - Data Governance **Integration - Machine Learning** - Integration **Data Ingestion & Preparation - Low-Code Machine Learning Platforms** - Automatic Data Profiling & Quality Assessment - Multi‑Source Connector Support - Schema Drift / Change Detection **Data Connectivity and Prep - Agentic Analytics** - Data Source Connectivity - Automated Data Preparation **Statistical Tool** - Scripting - Data Mining - Algorithms **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Data Transformation** - Real-Time Analytics - Data Querying **Analysis** - Predictive Analysis - Distance Analysis - Spatial Analysis - Data Stream **Data Interaction** - Profiling and Classification - Metadata Management - Data Modeling - Data Joining - Data Blending - Data Quality and Cleansing - Data Sharing - Data Governance **Functionality** - Extraction - Transformation - Loading - Automation - Scalability **Model Development** - Feature Engineering **Presentation** - Report Creation - Charts and Graphs - Tailored Content **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Model Construction & Automation - Low-Code Machine Learning Platforms** - Guided Algorithm & Hyperparameter Recommendation - Code Extensibility - Automated Feature Engineering **Autonomous Insight Generation - Agentic Analytics** - Continuous Pattern Detection - Multi‑Step Reasoning - Predictive & Prescriptive Analytics **Data Analysis** - Analysis - Data Interaction **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Reporting** - Data Transformation - WYSIWYG Design - API Integrations **Data Exporting** - Breadth of Integrations - Ease of Integrations - Data Workflows **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **System** - Programming Language Support - Drag and Drop - Pre-Built Algorithms - Customizable Models **Generative AI** - AI Text Generation - AI Text Summarization **Interaction and Workflow - Agentic Analytics** - Natural Language Query and Conversational Analytics - Action Triggering & Workflow Orchestration - Explainability & Audit Trails **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Deployment** - Application - Scalability **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis **Generative AI** - AI Text Generation **Generative AI** - AI Text Generation **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **AI Agent Management - Agentic Analytics** - Agent Configuration & Goals - Continuous Learning & Feedback **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Operations** - Data Visualization - Data Workflow - Governed Discovery - Embedded Analytics - Notebooks **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Capabilities - Analytics Platforms** - Auto-generated Insights and Narratives - Natural Language Queries - Proactive KPI Monitoring and Alerts - AI Agents for Analytical Follow-ups **Personalized Intelligence - Analytics Platforms** - Behavioral Learning for Contextual Query Refinement - Role-based Insight Personalization - Conversational and Prompt-based Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top Alteryx Alternatives - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,552 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (987 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) - 4.4/5.0 (190 reviews)