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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
29th
Average Rating
8.8
Reviews Sentiment
6.8
Number of Reviews
5
Ranking in other categories
Workload Automation (19th)
SAP Business Data Cloud
Ranking in Data Integration
6th
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
121
Ranking in other categories
BI (Business Intelligence) Tools (3rd), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (4th), Cloud Data Warehouse (5th)
 

Mindshare comparison

As of August 2026, in the Data Integration category, the mindshare of Ab Initio Co>Operating System is 1.1%, down from 1.6% compared to the previous year. The mindshare of SAP Business Data Cloud is 1.1%, 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 Cloud1.1%
Ab Initio Co>Operating System1.1%
Other97.8%
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 excels at providing data lineage regardless of the type of data I have."
"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."
"Co>Operating System's most valuable feature is its ability to process bulk data effectively."
"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."
"The most valuable feature of SAP Business Data Cloud is not really limited to BDC itself, it's the two core applications, which are SAC and Data Sphere, and I think seamless planning is the number one feature that is really advantageous to users and really something that stands out for SAP versus everybody else because no other tool has that feature."
"SAP Analytics can be used as an all-in-one source; it can bring everything together: BI, predictive, planning, simulation — it can combine all of this into a single user interface."
"It offers good backup capabilities."
"The most valuable features of SAP Analytics Cloud are its native integration with SAP data and the ability to leverage SAP artifacts."
"It integrates with third-party applications such as Google Drive and Excel,"
"SAP is very scalable."
"SAP Analytics Cloud provides benefits such as time savings and cost-effectiveness because anyone using a planning tool traditionally relies on Excel sheets to build planning."
"The most valuable features are the visualization and user-friendliness; it's like a self-service platform, and if the connectivity is good then anyone can log in and use it."
 

Cons

"Co>Operating System would be improved with more integrations for less well-known technologies."
"Ab Initio Co>Operating System is a costly technology."
"Ab Initio Co>Operating System is a very expensive product."
"While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand."
"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."
"They need a better scalability rate."
"SAP Analytics Cloud requires a lot of coding and I would like the coding to be somewhat minimal."
"However, there are areas of improvement, particularly in terms of visualization. The front-end interface of SAP Analytics Cloud is not as impressive as Tableau and Power BI. The charts in other solutions have a more visually appealing and customizable look, while in SAP Analytics Cloud, there's a lack of alignment between numbers and charts. This graphical aspect, especially concerning charts, is not as satisfactory in SAP Analytics Cloud compared to its counterparts."
"I think it would be easier if there was another module created to retrieve only data."
"From a learning perspective, there needs to be better support from SAP. The learning documentation and software are not as robust as I would hope from SAP's side."
"SAP Analytics Cloud should improve the dashboard."
"The analytics app is designed for programmers. You need to know programming languages in order to use the solution effectively, and some users aren't programmers."
"Learning the platform can be challenging for teams new to SAP modern data ecosystem."
 

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
"It is a bit expensive, but really worth it, especially if you are already using other SAP tools."
"The pricing of this product is reasonable."
"Its price is slightly on the higher side."
"The price is competitive. There is a power user license and normal user license, but the normal user license is reasonable."
"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."
"It's quite expensive and costs a lot to maintain, especially with licensing."
"SAP Analytics Cloud can be quite expensive."
"Its pricing is okay as compared to its competitors."
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908,834 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
25%
Construction Company
10%
Comms Service Provider
8%
Healthcare Company
6%
Media Company
15%
Manufacturing Company
11%
Outsourcing Company
10%
Construction Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business46
Midsize Enterprise21
Large Enterprise76
 

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 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.
What needs improvement with SAP Analytics Cloud?
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 c...
 

Also Known As

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

Overview

 

Sample Customers

A multinational transportation company
Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture
Find out what your peers are saying about Ab Initio Co>Operating System vs. SAP Business Data Cloud and other solutions. Updated: August 2026.
908,834 professionals have used our research since 2012.