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AI Vault vs SAP Business Data Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 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

AI Vault
Ranking in Data Governance
26th
Average Rating
10.0
Number of Reviews
2
Ranking in other categories
No ranking in other categories
SAP Business Data Cloud
Ranking in Data Governance
11th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
72
Ranking in other categories
Data Integration (18th), BI (Business Intelligence) Tools (5th), Cloud Analytics (2nd), Predictive Analytics (3rd), Cloud Data Warehouse (12th)
 

Featured Reviews

reviewer2751876 - PeerSpot reviewer
Director at a tech services company with 11-50 employees
Secure access to LLM supports confidential document collaboration
We have used AI Vault for research and for help in putting together internal documents The quick, easy, and secure access to a LLM has enabled us to use these facilities without fear of information being shared elsewhere. As mentioned above, the security and anonymity of the product are…
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

"The way it processes contemporaneous research prompts is much better than Chat GPT; it gives more fullsome answers that combine current data with the existing training data."
"The way it processes contemporaneous research prompts is much better than Chat GPT; it gives more fullsome answers that combine current data with the existing training data."
"The quick, easy, and secure access to a LLM has enabled us to use these facilities without fear of information being shared elsewhere."
"Offers both business intelligence as well as inbuilt AI and machine learning capabilities."
"It is scalable."
"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."
"Visualization is quite seamless and awesome. Once the data messaging is set up, it's straightforward and simple to select how it should be displayed. So, that's another advantage of SAP."
"Real-time data makes for a single version of the truth."
"There is a seamless integration with SAP S4HANA which is really valuable to our organization and its functions. Since the data is stored in the same ecosystem, it creates a simple process of building dashboards, without making the process cumbersome The Analytics Cloud provides standardized templates and storage options, making it easy to plug into existing structures. We're utilizing custom stories that have already been developed, streamlining the development process. It serves as a convenient starting point and contributes to the overall ease of development. Another advantage is that it doesn't provide the same level of calculation power as Power BI and Tableau. SAP Analytics Cloud emphasizes pushing analytics back into the database, recommending data manipulation and preparation outside of the platform. This approach is seen as an advantage, as it allows for more robust data handling."
"Considering the reporting part, I rate the tool a nine out of ten."
"One feature I've found most valuable is discovery."
 

Cons

"Any changes would be cosmetic; the interface could be smartened up."
"Some of the consoles are still a bit clunky; there is room for improvement there."
"I expect more integration from SAP Analytics Cloud."
"Custom visuals is another area of improvement. There are also some mobile features that are missing. There are features that aren't available on the mobile."
"The security, authorization, and live connection to the back-office system features can be improved. A business analyst colleague who creates complex financial management reports has mentioned that he wants to see more fact and visualization features. It would be helpful to have more visualization features to be able to prepare more stories or reports for executives. For example, Tableau has some visualization features that are not present in this solution."
"I would like to see reporting to the Analytics cloud directly."
"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."
"The predictive analytics functions, although promising, are currently only suitable for Proof of Concepts (POCs) and not for industrial-scale use."
"There are dimension restrictions. The scope is limited to only five to six accounts."
"An area for improvement in SAP Analytics Cloud is its planning feature because it's not that efficient when compared to BPC. Another area for improvement in the solution is the difficulty in building reports or dashboards, particularly if you don't have proper knowledge of the BI system. SAP Analytics Cloud technical support also needs improvement."
 

Pricing and Cost Advice

Information not available
"The product is expensive."
"The platform is about 50% more expensive than Power BI."
"It is not the most expensive one. You have to do the cost-of-ownership analysis and take a lot of things into consideration to come up with the conclusion that it is cheaper or not, but its price is reasonable. It provides value for money."
"The pricing of this product is reasonable."
"Its pricing is okay as compared to its competitors."
"The pricing is based on an annual license and is rated a four out of ten."
"SAP Analytics Cloud can be quite expensive."
"SAP Analytics Cloud is a bit higher [in price]. Because, if Microsoft can afford a better product and lower cost, SAP can afford at least the same, or even lower."
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Top Industries

By visitors reading reviews
No data available
Manufacturing Company
17%
Financial Services Firm
8%
Retailer
7%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise13
Large Enterprise39
 

Questions from the Community

What needs improvement with AI Vault?
Any changes would be cosmetic; the interface could be smartened up.
What is your primary use case for AI Vault?
We have used AI Vault for research and for help in putting together internal documents.
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

AI Vault Saas Edition
SAP Analytics Cloud
 

Overview

 

Sample Customers

Information Not Available
Live Oak Bank
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