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

AI Vault vs SAP Business Data Cloud comparison

 

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

AI Vault
Ranking in Data Governance
31st
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
4th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
121
Ranking in other categories
Data Integration (6th), BI (Business Intelligence) Tools (3rd), Business Performance Management (2nd), Cloud Analytics (2nd), Predictive Analytics (2nd), Cloud Data Warehouse (5th)
 

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 quick, easy, and secure access to a LLM has enabled us to use these facilities without fear of information being shared elsewhere."
"SAP Business Data Cloud offers a Data Sphere platform for data orchestration and storage, providing excellent features while being connected with BTP and integrating SAP AI, machine learning, and general integration."
"One feature I've found most valuable is discovery."
"It integrates with third-party applications such as Google Drive and Excel,"
"For financial purposes, we are using SAP Business Data Cloud, and all of it lands in the same zone."
"Using these connectors has significantly impacted our workflow and data integration with third-party tools."
"SAP Analytics Cloud is easy to create charts with, and is a stable business intelligence platform. Easy to set up solution."
"It's easy to connect Analytics Cloud with other SAP solutions, and it's also effortless to deploy. You don't need much technical skill to set it up. It's as easy as setting up a tablet. I said tablet before. It's very easy to actually set up."
"There is a real-time reporting mechanism in place. SAP Analytics Cloud operates on the SAP S/4HANA database, ensuring real-time reporting is always available. This capability allows the business to monitor cash inflows and outflows at any given moment easily."
 

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."
"However, I must note that the process is quite lengthy. When it comes to purchasing or licensing, the account manager available in Saudi Arabia takes much longer to process."
"There are significant hindrances in the reliability area of SAP Business Data Cloud related to connections. On one project, we created two to three connections for each module; however, when we moved from the development phase to the UAT or quality check phase, we found that our connections had expired, which meant redevelopment work, loss of time and money, and we also lost the trust of the customer."
"My experience with pricing, setup cost, and licensing of SAP Business Data Cloud is that it is very high compared to implementation costs."
"Frankly, pricing, setup cost, and licensing seem a bit high compared to other hyperscalers, but if SAP works on that and provides some innovative options, it could improve and help them gain market share by reducing licensing costs slightly."
"I do not perceive any return on investment with SAP Business Data Cloud, as its performance in that area is exceptionally poor and shows no signs of improvement."
"SAP Business Data Cloud can be improved by providing more use cases for intelligent applications."
"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."
"What should be improved in SAP Analytics Cloud is the speed of importing information and data, e.g. from SAP S/4HANA. Gathering the data from the main database takes a bit of time."
 

Pricing and Cost Advice

Information not available
"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 pricing tends to be premium, so it is slightly higher."
"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."
"The pricing of this product is reasonable."
"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."
"Its licensing is on a monthly basis."
"The premium option is very expensive at five thousand dollars. I use the nine hundred and ninety-nine dollar option."
report
Use our free recommendation engine to learn which Data Governance solutions are best for your needs.
909,725 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Construction Company
44%
Comms Service Provider
11%
Transportation Company
6%
Manufacturing 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 Business47
Midsize Enterprise21
Large Enterprise77
 

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 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

AI Vault Saas Edition
SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub
 

Overview

 

Sample Customers

Information Not Available
Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture
Find out what your peers are saying about AI Vault vs. SAP Business Data Cloud and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.