No more typing reviews! Try our Samantha, our new voice AI agent.

Ab Initio Co>Operating System vs SAP Business Data Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 15, 2026

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
8.8
Reviews Sentiment
6.8
Number of Reviews
5
Ranking in other categories
Workload Automation (18th)
SAP Business Data Cloud
Ranking in Data Integration
10th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
88
Ranking in other categories
BI (Business Intelligence) Tools (3rd), Business Performance Management (3rd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (9th), Cloud Data Warehouse (10th)
 

Mindshare comparison

As of May 2026, in the Data Integration category, the mindshare of Ab Initio Co>Operating System is 1.2%, down from 1.6% compared to the previous year. The mindshare of SAP Business Data Cloud is 0.9%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
SAP Business Data Cloud0.9%
Ab Initio Co>Operating System1.2%
Other97.9%
Data Integration
 

Featured Reviews

reviewer2777331 - PeerSpot reviewer
Data Analyst at a tech services company with 11-50 employees
Metadata-driven lineage has transformed our data governance and delivers flexible integration
While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand. When I have too many import feeds opened, they can conflict with each other. If I'm using two separate import feeds for running my codes and they contain the same code inside, they experience conflicts, which creates difficulties. I believe this should not occur because it requires me to clear the work queue to run my import feed. I don't believe there are any missing features in Ab Initio Co>Operating System so far, but I would appreciate a better search feature. The global search is excellent, but a more in-depth search feature that allows me to search within the feeds or assets would be beneficial.
Pavlina Pankova - PeerSpot reviewer
Competence Leader - BI at Sabris CZ s.r.o.
Brings reporting, planning, and prediction together in one seamless workflow
I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.

Quotes from Members

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

Pros

"Ab Initio Co>Operating System support is the best I have encountered."
"The graphical interface of Ab Initio Co>Operating System is very easy to understand and allows me to visualize the data flow effectively."
"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."
"Co>Operating System's most valuable feature is its ability to process bulk data effectively."
"Ab Initio Co>Operating System excels at providing data lineage regardless of the type of data I have."
"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."
"Co>Operating System's most valuable feature is its ability to process bulk data effectively."
"We mainly use Analytics Cloud because it integrates with other SAP solutions, as our ERP is an SAP product and our back-end is SAP Business Warehouse, so integration is an essential factor."
"The solution is stable and reliable."
"SAP Analytics Cloud is very easy to use, and you don't require much technology. It has a very good library and analytics. It is easy to configure and offers good visualization."
"I love a lot of things about the product; the first is Smart Discovery and Smart Insight, and it is amazing having predictive analysis and AI algorithms."
"This is a robust solution and I like that it's oriented to develop what we need in our ERP."
"The capabilities of SAP Analytics Cloud that I consider the most valuable are that all three functionalities are in one tool, and because they are, you don't have to buy another tool to make planning, you don't have to buy another tool to implement prediction."
"What I really like most about SAP Analytics Cloud is that it's very easy to create charts with it."
"The product seems very secure, it seems very stable, I've had no issues, there are no bugs or glitches, and it does not crash or freeze."
 

Cons

"While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand."
"Ab Initio Co>Operating System is a very expensive product."
"Co>Operating System would be improved with more integrations for less well-known technologies."
"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."
"Co>Operating System would be improved with more integrations for less well-known technologies."
"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."
"I would like to see reporting to the Analytics cloud directly. As it is now, we can integrate text reports in Analytics Cloud, but every time we create a model then we have to design the reports."
"In the live connection model, we can't create calculated dimensions, however, in the import model we can create them."
"I would like to have more tabular reporting capabilities, like page reports."
"Connection and integration with other applications have a lot of restrictions at the moment."
"SAC, which is the cloud version, lost some good features from the previous planning product, like BPC or BPS."
"Figuring out how to navigate all of the products around Data Warehouse Cloud and SAP Analytics Cloud and BW for HANA is quite difficult."
"Statistical analysis should be a bit more profound than it is."
"Though it's the best placed product when working with an SAP BW backend, it still lacks a lot of functionalities when compared to other tools such as Power BI or Tableau."
 

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
"The pricing is reasonable."
"This solution is pricey."
"Its licensing is on a monthly basis."
"This solution offers value for money and you get what you pay for."
"It's not that costly as such for the time being."
"They are pursuing a highly assertive approach to target businesses of all sizes within the industry."
"SAP Analytics Cloud can be quite expensive."
"Its pricing is okay as compared to its competitors."
report
Use our free recommendation engine to learn which Data Integration solutions are best for your needs.
893,164 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
27%
Construction Company
9%
Comms Service Provider
6%
Healthcare Company
6%
Manufacturing Company
16%
Financial Services Firm
9%
Construction Company
6%
Retailer
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business27
Midsize Enterprise19
Large Enterprise49
 

Questions from the Community

What needs improvement with Ab Initio Co>Operating System?
While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand. When I have too many import feeds opened, they can conflict wi...
What is your primary use case for Ab Initio Co>Operating System?
The flexibility of data type and source integration for my IT ecosystem is excellent because Ab Initio Co>Operating System uses metadata, so it doesn't actually access the data; it takes the dat...
What advice do you have for others considering Ab Initio Co>Operating System?
I have not been involved in the security access of the platform's data security features, but I know that Ab Initio Co>Operating System is very careful because it doesn't access any customer dat...
Which would you choose - Tableau or SAP Analytics Cloud?
Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...
What do you like most about SAP Analytics Cloud?
In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.
What is your experience regarding pricing and costs for SAP Analytics Cloud?
I normally do not deal with the commercials, so I am not aware of the pricing part of it.
 

Also Known As

Co>Operating System
SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub
 

Overview

 

Sample Customers

A multinational transportation company
Live Oak Bank
Find out what your peers are saying about Ab Initio Co>Operating System vs. SAP Business Data Cloud and other solutions. Updated: April 2026.
893,164 professionals have used our research since 2012.