Ab Initio Co&gt;Operating System vs Domo comparison

Ab Initio Co>Operating System

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Executive SummaryUpdated on Dec 19, 2024

Ab Initio Co>Operating System and Domo are competing products in data integration and business intelligence, respectively. Domo appears to have the upper hand due to its user-friendly analytics and comprehensive support services.

Features: Ab Initio Co>Operating System provides advanced data transformation capabilities, large-scale data operations support, and powerful processing frameworks ideal for handling complex tasks. Domo offers a cloud-based analytics platform, real-time data visualization, and easy-to-use dashboards designed for accessible analytics and streamlined decision-making.

Ease of Deployment and Customer Service: Ab Initio demands considerable technical expertise for setup and maintenance, making it more resource-intensive and complex to deploy. In contrast, Domo's cloud-based solution allows for straightforward deployment and is supported by strong customer service resources that facilitate easy integration and ongoing management.

Pricing and ROI: Ab Initio involves significant initial setup costs due to infrastructure demands, providing substantial ROI for large enterprises focused on data processing. Domo follows a subscription-based pricing model, offering quicker ROI through reduced upfront expenses, which is appealing to smaller organizations seeking cost-effective data analytics solutions.

To learn more, read our detailed Ab Initio Co>Operating System vs. Domo Report (Updated: July 2025).

Ab Initio Co>Operating System vs. Domo

July 2025

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Ab Initio Co>Operating System

Ranking in Data Integration

27th

Average Rating

9.0

Reviews Sentiment

7.7

Number of Reviews

Ranking in other categories

Workload Automation (17th)

Domo

Ranking in Data Integration

40th

Average Rating

7.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (13th), Business Performance Management (13th), Reporting (10th), Data Visualization (10th)

Mindshare comparison

As of August 2025, in the Data Integration category, the mindshare of Ab Initio Co>Operating System is 1.7%, up from 0.8% compared to the previous year. The mindshare of Domo is 0.6%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration

Featured Reviews

AlejandroMosso

Senior Solutions Architect at IDS Comercial

Enables creation of sophisticated applications with powerful parallelism and quick, effective support

The most valuable features of Ab Initio Co>Operating System are its performance and the ability to implement parallelism. There are three kinds of parallelism in Ab Initio Co>Operating System, which allow us to create very sophisticated solutions for almost any kind of application. This parallelism is one of the strongest features. Additionally, its scalability offers a unique way to escalate applications that differs from other technologies. In terms of data processing, the emphasis is on understanding the data. Data profiling is fundamental, and Ab Initio Co>Operating System integrates tools to perform this within the GDE, as well as specialized products for this purpose. Data profiling graphs can be implemented when necessary to understand the data sources.

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Sumit Chakraborty

Vice President at Indium Software - Independent Software Testing Company

Fast installation, reliable, with proven results for small to mid-size companies

The scalability is excellent. We have input close to fifty billion rows in Domo, and this is where we saw the cards winded in pretty slowly. So we had a performance issue there, but say maximum up to twenty-five to thirty billion, this product is flawless. But when we talk about big data analytics with too many self-service components, this is where we see some performance depreciation. We have more than two hundred using the solution.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The graphical interface of Ab Initio Co>Operating System is very easy to understand and allows me to visualize the data flow effectively."

"Co>Operating System's most valuable feature is its ability to process bulk data effectively."

"Ab Initio Co>Operating System support is the best I have encountered."

"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."

"The fact that you can add any data source is valuable. The entire data handling suite they have, all the apps, etc., is pretty amazing. One of the key things, not being a techie or a data-warehouse guy, is that you can connect data sources, and do all kinds of pretty amazing things."

"The best thing is that the data storage is pretty much free. I can store as much data as I want, from different sources."

"We've worked with all the features of Domo. Among the most important are Pivot and Sumo Cards. We can use drill-down from the top-most level with a click, generating charts."

"With ETL transformations in SQL lists, you often write a lot of queries. You have to build a bunch of code for the data. With Domo, one of the pieces we have is Magic ETL. In Magic ETL, you don't need to write code. You don't need to be a specialist in SQL or any database query language."

"The ease of use, overall, is one of the valuable features, as is the ease of setup. Other than making sure IT was aware of, and agreed with our proceeding, we did not need IT for any of the setup. The ease of setup is more valuable than you might think. The ease of configuring the security policies, setting up groups, and setting up personalized data permissions so that only certain people can see certain data — that stuff is amazing... Domo really is extraordinarily full-featured, but it's really easy to use."

"The solution is highly stable."

"The most valuable feature currently is the self-service BI availability in Domo. I would say the data file fabric solutions where the users themselves are responsible for generating their own reports."

"All our client SLAs and daily and weekly dashboards are tracked on Domo."

More Domo pros

Cons

"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."

"Ab Initio Co>Operating System is a very expensive product."

"Co>Operating System would be improved with more integrations for less well-known technologies."

"I would like to see more dashboard creation options."

"Their organization or client service didn't always keep up... They took on more and more clients and the processes slowed down a little bit."

"It's quite slow. We are using about 2,000,000 rows of data. Creating certain reports takes almost a couple of minutes, which should not be the case."

"Domo or any other BI tool has room for improvement, in particular, in the calculations. User-guided material isn't available for calculations. The tool, though user-friendly, could also be more customizable, especially when you're building a dashboard. Data integration could also be improved in Domo because even if the tool connects to multiple data sources, some hiccups still arise and need to be addressed."

"I would also like to see improvements to their drag and drop Magic ETL tool. You can drag and drop your ETL tool, but it doesn't really work for a large amount of data. It struggles with that. In a real-world application, where you're working with 30 million rows or 100 million rows, it takes a bit longer to process the data. If you do it in the Redshift ETL tool, using your own code, it's much faster."

"There were very few cases on some of the tables, the data tables, where I wish there was an additional feature or two."

"There's a learning curve before you can get used to the solution."

"One of the improvements that could be made is related to improved storage options."

More Domo cons

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."

"Domo is slightly costly but it's much cheaper than some."

"Domo has more than one licensing model. You can choose between the yearly subscription and the per-user licensing model. The tool is flexible in terms of licensing. As for the cost, Domo is an end-to-end BI tool so its pricing is a little higher than other players in the market, for example, non end-to-end BI tools such as OBIEE and Tableau specific only for business intelligence and presenting data to the end users, unlike Domo which handles everything. You want to get Domo as an integration tool, an ETL tool, etc. As the tool is end-to-end, its cost is always going to be a little higher than other BI tools, but it's worth paying because you won't have to spend extra for other activities. After all, Domo can do those activities."

"I'm not sure about pricing, but I believe Domo is quite costly. Prior to joining this organization, I had a Domo license with my former employer and I think that license was around $500 to $600 annually. That was for a single license. I think it varies, depending on the organization that is acquiring Domo."

"For about 100 users our cost is $95,800."

"Because it's software as a service, it's more expensive on the face of it. But there are a lot of variables. I don't have to pay for servers or for infrastructure. I don't have to pay labor for my IT organization to set up or maintain the environment. I don't have to pay for them to upgrade the software, and test it, etc., because when it rolls out, it is transparent and seamless for us. But, because of that, it costs more, I imagine, than Sisense, or Yellowfin, or Power BI. A lot of those make it sound like they're inexpensive, but when you add in all the hidden costs and all of the overhead, it's probably comparable."

"We are making money from Domo, and all our clients are happy with the information that they receive from it."

"I believe that the investment in Domo was worthwhile because it allowed for the organization to jump in quickly, with little training. There are different plans available based on the requirements."

"I think it is reasonable."

More Domo pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

35%

Computer Software Company

Insurance Company

Comms Service Provider

University

12%

Computer Software Company

11%

Financial Services Firm

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What needs improvement with Ab Initio Co>Operating System?

If Ab Initio Co>Operating System could provide an environment that allows users to practice or use it on their own computers, it would be beneficial. Additionally, having more accessible online ...

What is your primary use case for Ab Initio Co>Operating System?

I am primarily in charge of building applications using Ab Initio Co>Operating System.

What advice do you have for others considering Ab Initio Co>Operating System?

If Ab Initio Co>Operating System provided an environment for users to practice on their own computers, it would be preferable. I sometimes recommend it based on company needs. I rate it eight or...

What do you like most about Domo?

All our client SLAs and daily and weekly dashboards are tracked on Domo.

What is your experience regarding pricing and costs for Domo?

Domo is expensive compared to other solutions.

What needs improvement with Domo?

Domo is the premium option of all the choices. It has fancy features including a built-in chat program with the Buzz feature that no one uses. When I arrived about a year ago, we had 12 different w...

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Product Reports

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Data Integration

August 2025

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August 2025

Also Known As

Co>Operating System

corda

Overview

Ab Initio Co>Operating System is used for data integration, ETL processes, and complex data transformations. It is robust in handling large-scale data processing and batch processing, offering scalability, reliability, and performance for managing heavy workloads.

Ab Initio Co>Operating System provides real-time data processing capabilities, an intuitive meta-programming environment, and efficient batch job execution. Users appreciate its flexibility in supporting various data sources and platforms. Primary use cases involve addressing complex data transformations and integration needs, enhancing productivity and efficiency.

What are the key features of Ab Initio Co>Operating System?

Scalability: Efficiently handles large-scale data processing and batch processing.
Robust Parallel Processing: Delivers powerful ETL capabilities with strong performance.
Intuitive Drag-and-Drop Interface: Simplifies creating and managing data workflows.
Flexible Data Integration: Supports diverse data sources seamlessly.
Error Handling and Debugging: Features strong tools for managing and resolving issues.
Automation: Automates repetitive tasks, streamlining operations.
Seamless Integration: Easily integrates with other tools, enhancing workflow efficiency.

What benefits and ROI should be considered?

Performance: High reliability and performance in managing heavy workloads.
Efficiency: Real-time data processing enhances productivity and decision-making.
Scalability: Efficient scaling to meet growing data processing needs.
Flexibility: Supports a wide range of data sources and platforms.
Usability: Intuitive interface and automation reduce learning curve and improve efficiency.

Industries implement Ab Initio Co>Operating System for its reliable data integration and ETL capabilities. Financial services use it for processing large volumes of transactional data, while retail sectors apply it for real-time analysis of customer data. Healthcare organizations leverage its robust processing for managing patient records and data aggregation.

Ab Initio

Domo is a cloud-based, mobile-first BI platform that helps companies drive more value from their data by helping organizations better integrate, interpret and use data to drive timely decision making and action across the business. The Domo platform enhances existing data warehouse and BI tools and allows users to build custom apps, automate data pipelines, and make data science accessible for anyone through automated insights that can be shared with internal or external stakeholders.

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Sample Customers

A multinational transportation company

Capco, SABMiller, Stance, eBay, Sage North America, Goodwill Industries of Central Indiana, Telus, The Cliffs, OGIO International Inc., and many more!