Data blending and complex data manipulation and augmentation.
Tableau Developer at a healthcare company with 501-1,000 employees
We use it for data blending and complex data manipulation and augmentation.
What is our primary use case?
How has it helped my organization?
- Fast return on investment
- Increased data analytics productivity.
What is most valuable?
Workflows and a large number of tools were a quick QA methodology and rapid prototype creation tool.
What needs improvement?
More emphasis on extensible R and data augmentation interface design.
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Alteryx
January 2026
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For how long have I used the solution?
One to three years.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Works
Fast data processing and cleaning features have improved my organization
What is our primary use case?
ETL.
How has it helped my organization?
Fast data processing and cleaning.
What is most valuable?
Crosstab and transpose.
What needs improvement?
Add inbuilt interactive visualization in Alteryx.
For how long have I used the solution?
One to three years.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Buyer's Guide
Alteryx
January 2026
Learn what your peers think about Alteryx. Get advice and tips from experienced pros sharing their opinions. Updated: January 2026.
881,082 professionals have used our research since 2012.
It collects data, manipulation and some Geo-spacial mapping.
Pros and Cons
- "The tools are built-in. You just plug and play, drag and drop, once you understand how to use the tools, it is easy."
- "I think better visualization would be helpful to this solution."
- "It is a little bit pricey."
- "It seems to me that it is not always user friendly."
What is our primary use case?
It collects data and manipulation and some Geo-spacial mapping.
How has it helped my organization?
It provides opportunities to do some pretty complex tasks easily, without having to worry about the Java. The tools are built-in. You just plug and play, drag and drop, once you understand how to use the tools, it is easy.
What needs improvement?
I think better visualization would be helpful. In terms of data extraction, during the sequel queries of servers as an example, you can structure your sequel query and it's fine, very readable, but once you run it, it crashes into one complex single line, and makes it very difficult. Then you you almost have to go back to management studio, and run it through management studio and put it through restructuring, and it just seems to me that that's not very user friendly.
For how long have I used the solution?
One to three years.
What do I think about the stability of the solution?
It is a very stable solution.
What do I think about the scalability of the solution?
For our purposes, the scalability is fine. But, I think that scaling it for a big enterprise would probably be an expensive endeavor.
How is customer service and technical support?
I would rate the tech support a 7.5 out of 10. They do not necessarily provide lots of hands on support themselves, instead they farm it out to partners and forums.
How was the initial setup?
The learning curve for implementation was a bit steep. You pretty much have to teach yourself as you are setting up the solution. Once you do that, you are OK.
What's my experience with pricing, setup cost, and licensing?
It is a little bit pricey. The desktop version is cheaper, it is on a one year license. And, if you want to do anything on an enterprise name it is quite expensive. The current pricing model may get to be too much in three to four years time.
Which other solutions did I evaluate?
We also considered DataBricks.
What other advice do I have?
I would advise that you should ask yourself what you need and want, and do a one-month trial.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Consultant at a tech services company with 51-200 employees
Helps clean messy data and provides spatial analysis
Pros and Cons
- "It helps clean messy data and provides spatial analysis."
- "Alteryx could be improved in the area of analytics and central governance."
- "The next feature release should include easier reporting."
What is our primary use case?
I implemented Alteryx for a logistics company.
It helps clean messy data and provides spatial analysis.
How has it helped my organization?
We create workflows to automate central reporting and visualize data directly in Tableau.
We use Alteryx everyday. Using the product, we earn a lot of time, which is used to do other tasks.
What is most valuable?
Multicategories exist in Alteryx: These categories are flexible and answer a lot of controlling rules.
What needs improvement?
- Alteryx could be improved in the area of analytics and central governance.
- The next feature release should include easier reporting.
- Improvement in the coexistence of In-Database, Python and R tools.
For how long have I used the solution?
One to three years.
Disclosure: My company has a business relationship with this vendor other than being a customer. We are a partner of Alteryx.
Professor Adjunct at a university with 5,001-10,000 employees
It saves time on a lot projects
Pros and Cons
- "It saves time on a lot projects. "
- "The analytics are easy."
- "In the database, it should be more functional and connect to more big data, especially using IPI."
What is our primary use case?
- Data integration
- Automation
- Data analytics
How has it helped my organization?
It saves time on a lot projects.
What is most valuable?
The analytics are easy.
What needs improvement?
In the database, it should be more functional and connect to more big data, especially using IPI.
For how long have I used the solution?
More than five years.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Senior Insights Analyst at a consultancy with 1,001-5,000 employees
Geo features have made spatial mapping large retail universes possible
Pros and Cons
- "It allows for manipulation and automation, which has greatly reduced the amount of time required per project."
- "Geo features have made spatial mapping large retail universes possible."
- "A feature which allows the user to be able to click on an output (in a file browser) and see the creation of the module would be fantastic."
- "When a process completes there is a notification, but the notification does not include the process's name."
What is our primary use case?
It handles multiple large data sources, and prepping/manipulating the feed to the Live dashboards for internal and external distribution.
How has it helped my organization?
It allows for manipulation and automation, which has greatly reduced the amount of time required per project.
What is most valuable?
Geo features have made spatial mapping large retail universes possible. The basic package of manipulation tools are the tools that my team use the most. It makes lengthy Excel processes seamless and lighting quick in comparison.
What needs improvement?
A feature which allows the user to be able to click on an output (in a file browser) and see the creation of the module would be fantastic. Also, when a process completes there is a notification, but the notification does not include the process's name.
For how long have I used the solution?
Three to five years.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Global People Analytics & Metrics Analyst at a manufacturing company with 10,001+ employees
Provides a single source of truth to help us see the bigger picture
Pros and Cons
- "The value add of Alteryx is the agility for making changes, and speed of deployment."
- "The learning curve is long, and there is lack of e-learning; the tool is not user-friendly to a non-technical user."
How has it helped my organization?
We can now provide a single source of truth and build a bigger picture.
What is most valuable?
The data preparation. We have high reporting needs and the data is stored in many different tools. We are moving to predictive analysis too. Still, we need an easy to deploy solution until the IT department finds a better solution to connect all data sources.
What needs improvement?
The learning curve is long, and there is lack of e-learning; the tool is not user-friendly to a non-technical user.
For how long have I used the solution?
One to three years.
What do I think about the stability of the solution?
No stability issues.
What do I think about the scalability of the solution?
No scalability issues, if it is accompanied with centralization or the organization has a strong top-down culture.
How are customer service and technical support?
I would rate tech support five out of five. The team is willing to work with you and help with any difficulties.
Which solution did I use previously and why did I switch?
We were using Oracle BI, and we are still using it. The value add of Alteryx is the agility for making changes, and speed of deployment.
What's my experience with pricing, setup cost, and licensing?
The seat is too expensive.
What other advice do I have?
I am using the desktop version. The only issue is it supports only a 64-bit system so I have to use an earlier version.
My advice to regarding this product is to keep learning and not rely too much on the support team.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Billigence VP for Europe at a tech services company with 51-200 employees
Has predictive models, which are easy to use, and help a lot with fast design and deployment
Pros and Cons
- "Predictive models, which are easy to use, and help a lot with fast design and deployment."
How has it helped my organization?
- Faster delivery of projects
- Quick preparation of data for analysis
- Direct output to Tableau extract for visualization
- Significant productivity improvement
What is most valuable?
- Data blending
- Calculations
- Predictive models, which are easy to use, and help a lot with fast design and deployment.
What needs improvement?
Visualization.
For how long have I used the solution?
One to three years.
What do I think about the stability of the solution?
No issues.
What do I think about the scalability of the solution?
Not really.
How are customer service and technical support?
- There is a very good and supported community.
- Reasonable reaction time for the support.
Which solution did I use previously and why did I switch?
Different ETL tools (SSIS, Talend). We switched for ease of use and a wide range of features.
How was the initial setup?
Easy to install and intuitive to use.
What's my experience with pricing, setup cost, and licensing?
Very transparent.
Which other solutions did I evaluate?
We worked with other ETL tools for a long time, Alteryx was chosen based on ease of use and value add.
What other advice do I have?
Start small and prove the value for specific use cases.
Disclosure: My company has a business relationship with this vendor other than being a customer. Partner.
Buyer's Guide
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sharing their opinions.
Updated: January 2026
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Buyer's Guide
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Hi,
I read your review, and regarding this part: "...The learning curve is long, and there is lack of e-learning; the tool is not user-friendly to a non-technical user...", You can find a very useful resource (The Alteryx Academy) on Alteryx Community here: community.alteryx.com/t5/Overview/bd-p/academy-overview
I hope this helps you with your (and your team's learning curve).
Best,
_AG_