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Karini.AI vs SAP Data Services comparison

Why PeerSpot?
 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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

Karini.AI
Ranking in Data Quality
11th
Average Rating
10.0
Reviews Sentiment
2.5
Number of Reviews
2
Ranking in other categories
AI Customer Support (12th), AI Procurement & Supply Chain (6th)
SAP Data Services
Ranking in Data Quality
5th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
52
Ranking in other categories
Data Integration (17th)
 

Mindshare comparison

As of November 2026, in the Data Quality category, the mindshare of Karini.AI is 1.6%, up from 0.3% compared to the previous year. The mindshare of SAP Data Services is 4.0%, down from 6.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Quality Mindshare Distribution
ProductMindshare (%)
SAP Data Services4.0%
Karini.AI1.6%
Other94.4%
Data Quality
 

Featured Reviews

reviewer2759967 - PeerSpot reviewer
Co-CEO at a tech services company with 51-200 employees
Has accelerated AI experimentation and simplified transition from prototype to production at scale
The Karini team is responsive and continuously innovating. Scaling this responsiveness is critical to meet the rapid development of generative AI technologies. Karini’s Forward-Deployed Engineers provide instant feedback to Karini’s engineers, and the deployment of enhancements or novel developments continues to keep pace with the overall acceptance of our customers. I expect that demand will intensify quickly, and Karini’s capability to provide near-real-time enhancements is critical to our ability to meet that demand.
Ramesh Pampana - PeerSpot reviewer
Manager, SAP Practice at a computer software company with 1,001-5,000 employees
Has consistently provided impressive data handling capabilities and robust security features
Some of the most valuable features of SAP Data Services include data extraction where SAP is the best in that perspective, but when it comes to analytics or the reporting tool, I prefer to connect with Microsoft Power BI, which is a fantastic tool. Typically, from an end-user perspective, SAP has a huge amount of data, in terms of terabytes of data, but when you analyze that, the best form of visualization is always through Microsoft Power BI. SAP Data Services provides a best-in-class return on investment, as SAP's vision and forecast are absolutely amazing. They are ahead of technology, building an ecosystem that meets the standards of the fast-changing digital economy. SAP is indeed good at all this now, with so many components such as SAP Signavio, SAP EINS, SAP Work Zone, SAP ALM, Cloud ALM, SAP public cloud, SAP private cloud, and BTP, all of which are essential to meet the latest cutting-edge technologies.

Quotes from Members

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

Pros

"The Karini team understands how to operationalize sophisticated GenAI business solutions at enterprise scale, allowing for rapid experimentation that does not require staffing up with data scientists, machine learning specialists, or AI practitioners."
"Karini GenAI allowed us to achieve our goals to solve a customer problem, deliver value, and provide a successful entry point into our GenAI journey."
"Once you have training on the solution, it is very important to explore the full potential of the product rather than jumping right into development."
"The solution offers very good integration capabilities."
"The solution's most valuable feature is the scheduling part."
"SAP is a very powerful system and definitely first class for big companies."
"Data Services is pretty solid."
"The SAP Data Services EE License has all the additional products for enterprise wide data delivery, like Information Steward, Event Stream Processing, etc."
"Its integration capabilities and the data migration capabilities are the most valuable. It is very good for SAP and non-SAP tools. It has very good integration with SAP, but it also has the capabilities to connect to other systems. We find it very helpful and stable."
"Customer Service: 100% as no manual intervention is required once the solution is implemented."
 

Cons

"Scaling this responsiveness is critical to meet the rapid development of generative AI technologies."
"Karini is still expanding its list of features. As we add new features, additional connections and technologies around AI must be incorporated to ensure we stay current and continue to improve our platform."
"In the future, Data Services should offer a cloud version."
"Dealing with the REST API is not easy with Data Services. It is mandatory to have a WADL file and it is difficult to find this file and set it up."
"It's an ETL that is very good with relational databases but not as good with files and semi-structured files."
"From my experience in SAP implementation, I am often irritated by very selective knowledge of SAP implementation consultants and it’s not only from my company but generally taking into consideration SAP services market."
"With SAP Data Services, the problem arises when I try to connect to Azure Databricks."
"The pricing of the solution should be improved."
"The description of error messages isn't extensive, although they point to the problem. With other solutions, like Talend, I was able to use the debugger to get directly to the problem, but with SAP Data Services the debugger is not working. I'm not sure if it's a problem with the version specifically, but I'm using it in an enterprise environment and I can't do an upgrade."
"Integration with other products could be improved."
 

Pricing and Cost Advice

Information not available
"Pricing is good, there is no problem."
"I rate the product price as one or two on a scale of one to ten, where one is a low price, and ten is a high price."
"The price is very reasonable."
"The product’s on-premise version is expensive for a medium-sized company."
"There is a one time purchase fee plus annual maintenance."
"The price of SAP Data Services is a little high when compared to other solutions. Due to the pricing and capabilities, many clients are switching to other solutions."
"It's relatively expensive compared to other vendors, but it is competitive."
"Its pricing is as per the enterprise agreement and not a concern for us."
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Top Industries

By visitors reading reviews
No data available
Manufacturing Company
10%
Construction Company
9%
Comms Service Provider
7%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise5
Large Enterprise36
 

Questions from the Community

What is your experience regarding pricing and costs for Karini.AI?
Karini’s pricing was attractive, with an all-in model that allowed us to deploy three environments aligned with our development instances. We subscribed to Karini’s Forward-Deployed Engineer progra...
What needs improvement with Karini.AI?
The Karini team is responsive and continuously innovating. Scaling this responsiveness is critical to meet the rapid development of generative AI technologies. Karini’s Forward-Deployed Engineers p...
What is your primary use case for Karini.AI?
We created a talent intelligence platform called MAIA. MAIA fuses four advanced AI technologies: Reactive AI, Generative AI, Reasoning AI, and Agentic AI to transform how organizations discover, as...
How do you evaluate the ratio of price to quality for SAP Data Services?
I believe the license for the product is fair, even though some competitors offer similar services at lower prices. The difference between the Edge edition and the next one up is significant in pr...
Would you recommend SAP Data Services to complete beginners?
I think after some preparation, a beginner will be able to use SAP Data Services, however, if you are completely unprepared, you may have some issues. I think that in particular you will need a mo...
How has SAP Data Services helped your organization?
SAP Data Services has helped our whole staff understand the data across various sources and systems within the company. Not everyone who works at my organization is an IT expert - most just have av...
 

Also Known As

No data available
SAP BusinessObjects Data Services, SAP BusinessObjects Data Integrator, BusinessObjects Data Integrator
 

Overview

 

Sample Customers

Information Not Available
EMC Corporation, LivePerson, Eldorado, Mozzart, The VELUX Group, AOK Bundesverband, Hilti Group, Nissha Printing Company Ltd., Asian Paints, Aareal Bank Group, Migros Group
Find out what your peers are saying about Karini.AI vs. SAP Data Services and other solutions. Updated: November 2026.
920,769 professionals have used our research since 2012.