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Azure AI Foundry vs Boomi AtomSphere Flow comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

ROI

Sentiment score
6.1
Azure AI Foundry streamlines implementation, boosts efficiency, and delivers ROI, though financial impacts vary, especially for non-profits.
Sentiment score
7.2
Boomi AtomSphere Flow streamlines processes, reduces errors, improves productivity, and enhances integration, automation, data visibility, and decision-making.
Each one we've carefully measured ROI and been able to demonstrate significant ROI with them.
AI Practice Director at a consultancy with 201-500 employees
The biggest return on investment for me when using Azure AI Foundry is the savings in cost for implementing our own observability, visibility, evaluation, and building our own infrastructure to do proof of concepts.
Assistant VP, Architecture (Engineering & Director at a financial services firm with 5,001-10,000 employees
The playground is where you can deploy the model and test, and guardrails serve as the protection mechanism.
Advisory Specialist Master at a tech vendor with 10,001+ employees
 

Customer Service

Sentiment score
5.3
Azure AI Foundry support receives mixed reviews, citing both quick responses for some and delays and challenges for others.
Sentiment score
6.5
Boomi AtomSphere Flow support is effective but inconsistent, with strong documentation aiding users in resolving issues independently.
I evaluate customer service and technical support positively because we have the enterprise license, which allows us to prioritize serious issues, ensuring that Microsoft support responds quickly.
Manager, Data Science at a outsourcing company with 10,001+ employees
On a scale from one to ten, I would rate customer service and technical support as a nine.
Senior VP, AI, Innovation & Architecture at a computer software company with 501-1,000 employees
I am receiving full support due to our partnership with Microsoft and because we are in the evaluation phase.
Sr Director at a tech vendor with 10,001+ employees
It lacks clarity on how to reach out, write emails, or understand responsiveness.
associate director at Nagarro
I have not personally dealt with Boomi's customer support, but my team mentions that support is not good.
Integration Architect at a consultancy with 1-10 employees
 

Scalability Issues

Sentiment score
5.5
Azure AI Foundry offers seamless scalability, though GPU availability and organizational readiness can affect expansion and deployment.
Sentiment score
7.5
Boomi AtomSphere Flow is effective and rated highly for scalability but requires manual adjustments for resource scaling.
Azure AI Foundry scales with the growing needs of my organization very well.
Senior VP, AI, Innovation & Architecture at a computer software company with 501-1,000 employees
The platform expands to all of our needs without us really having to do anything, so scalability is definitely there.
Staff Software Developer at a tech vendor with 1,001-5,000 employees
I've had a couple of times where I've had to get to the VP level of Microsoft before I could get the capacity I needed for my customers.
AI Practice Director at a consultancy with 201-500 employees
I would rate the scalability as nine out of ten, as it effectively scales to meet our clients’ needs.
associate director at Nagarro
In terms of scalability, the tool is quite scalable, and I would rate it eight or nine.
Integration Architect at a consultancy with 1-10 employees
 

Stability Issues

Sentiment score
6.9
Azure AI Foundry is stable with high user satisfaction, despite occasional issues due to broader Azure service outages.
Sentiment score
7.3
Boomi AtomSphere Flow is stable and efficient for moderate use but struggles with heavy data loads and API integration bugs.
I have not experienced any downtime, crashes, or performance issues.
Directeur Des Ventes at Ited
Regarding stability and reliability, I've had zero downtime with Azure AI Foundry, and it helps fix itself.
IT Manager at a manufacturing company with 1,001-5,000 employees
I would assess the stability and reliability of Azure AI Foundry as very good.
Senior VP, AI, Innovation & Architecture at a computer software company with 501-1,000 employees
The solution maintains high stability, which makes it reliable.
associate director at Nagarro
 

Room For Improvement

Azure AI Foundry needs improved integration, usability, transparency, governance, and tool support to enhance user experience and adoption.
Boomi AtomSphere Flow needs user-friendliness, stability, AI enhancements, better support, and flexibility for complex integrations and large datasets.
Providing data on the internal workings of Azure AI Foundry would help customers like us feel more comfortable adopting it.
Assistant VP, Architecture (Engineering & Director at a financial services firm with 5,001-10,000 employees
What did not work well for us regarding Azure AI Foundry includes the security piece, being able to identify how to deploy to multiple regions, reducing latency, and managing tokens per minute.
Azure Cloud Architect at a manufacturing company with 10,001+ employees
With code, you know what the binary result is, but with prompting, it is a lot harder.
Senior Director, Data Orchestration Ai & Helix Practice Advisor at Connection
We are particularly interested in exploring AI features more thoroughly, focusing on next-generation enhancements like ChatGPT.
associate director at Nagarro
For complex integration scenarios, Boomi could improve its flexibility.
Integration Architect at a consultancy with 1-10 employees
 

Setup Cost

Azure AI Foundry pricing varies by user, with mixed views on cost justification and competitiveness, prompting some to seek alternatives.
Boomi AtomSphere Flow's pricing is seen as reasonable, especially for small-scale operations, with ratings averaging 6.5-7/10.
Regarding the pricing, setup cost, and licensing of Azure AI Foundry, I would say it is fair, but I think it gets more expensive.
Assistant VP, Architecture (Engineering & Director at a financial services firm with 5,001-10,000 employees
the pricing, setup costs, and licensing for Azure AI Foundry are very expensive, but still cheaper than hiring an additional position
Manager, Data Science at a outsourcing company with 10,001+ employees
It was difficult to get an understanding of how we could model out our pricing and cost over time without talking to someone.
Senior VP, AI, Innovation & Architecture at a computer software company with 501-1,000 employees
The pricing is considered a bit expensive yet not excessively so, particularly when compared to similar solutions like MuleSoft.
associate director at Nagarro
The pricing is good for a small-scale company like ours, and the licensing cost is reasonable.
Integration Architect at a consultancy with 1-10 employees
 

Valuable Features

Azure AI Foundry streamlines AI integration with quick testing, centralized hosting, enhanced security, and efficient deployment features.
Boomi AtomSphere Flow streamlines integration with a low-code interface, boosting scalability, security, and efficiency across diverse systems.
Some examples of how its features have benefited my organization include ease of access, being able to see what's functioning, what's not functioning, why it's not functioning, and when it stopped functioning, and to maintain visibility on day-to-day operations.
IT Manager at a manufacturing company with 1,001-5,000 employees
The feature of being able to pick the right models has been the most beneficial for enhancing our customer service because some AI models are more expensive but slower, while others are faster and cheaper, allowing us to pick the right model for the right task that we are trying to solve.
Manager, Data Science at a outsourcing company with 10,001+ employees
The feature that has been the most beneficial for enhancing customer experience is the one that allows you to compare multiple models to one another and see how they perform against each other.
AI Practice Director at a consultancy with 201-500 employees
We use Boomi for various types of integrations, such as SFTP integration, database integration, Snowflake integration, and we also perform transformations using maps and scripts.
Integration Architect at a consultancy with 1-10 employees
The most valuable features include the ease of designing Boomi flows and the significant cost savings and reduced time to market they offer our clients.
associate director at Nagarro
 

Categories and Ranking

Azure AI Foundry
Ranking in Low-Code Development Platforms
10th
Average Rating
8.0
Reviews Sentiment
5.7
Number of Reviews
16
Ranking in other categories
AI Development Platforms (7th), Integration Platform as a Service (iPaaS) (10th), AI-Agent Builders (3rd)
Boomi AtomSphere Flow
Ranking in Low-Code Development Platforms
22nd
Average Rating
7.8
Reviews Sentiment
7.0
Number of Reviews
6
Ranking in other categories
Business Process Management (BPM) (31st)
 

Featured Reviews

Sudhakar Pyndi - PeerSpot reviewer
Data, Analytics & Ai Senior Director, Enterprise Architecture at a comms service provider with 10,001+ employees
Document processing has accelerated contract reviews and enabled rapid development of AI-driven supply chain solutions
With regard to security, compliance, or governance features in Azure AI Foundry, this is something that we have started looking into, primarily using Microsoft Purview for our governance, data governance. There is this new module called DSPM for AI, and we are exploring it while trying to operationalize it with different policies and so forth, but we're still not where we want to be on the governance, AI governance side. It's a process and a path, and we are trying to work through that right now. Azure AI Foundry can be improved from the governance perspective, as a lot can be done. The promising part is the recent announcement on the Foundry control plane. A couple of days back, there was an announcement regarding it bringing in some of the gaps that were on the platform, so it's a really positive direction in terms of where it's going. More governance is what is lacking, but the control plane will really play a big role there.
KG
Integration Architect at a consultancy with 1-10 employees
We manage app integrations effectively and identify areas for more flexibility
Boomi AtomSphere Flow gives us flexibility. Even though our integration requirements are not complex, ranging from simple to medium, Boomi fulfills all our integration needs. We use Boomi for various types of integrations, such as SFTP integration, database integration, Snowflake integration, and we also perform transformations using maps and scripts.
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Top Industries

By visitors reading reviews
No data available
Manufacturing Company
12%
Educational Organization
9%
Computer Software Company
7%
Non Profit
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise13
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise3
 

Questions from the Community

What is your experience regarding pricing and costs for Azure AI Foundry?
I would need to ask my technical team about my experience with the pricing, setup costs, and licensing.
What needs improvement with Azure AI Foundry?
The platform's effect on my management of privacy, performance, and compliance across different regions is quite complex because Azure AI Foundry does not make it very clear how to deploy. We set u...
What is your primary use case for Azure AI Foundry?
My main use cases for Azure AI Foundry include deploying AI applications to perform document comparison, translation services, and a chat feature, helping the digital AI team at our company. Curren...
What is your experience regarding pricing and costs for Boomi AtomSphere Flow?
The pricing is good for a small-scale company like ours, and the licensing cost is reasonable.
What needs improvement with Boomi AtomSphere Flow?
Boomi is not as flexible compared to other integration products like IBM's. For complex integration scenarios, Boomi could improve its flexibility. Moreover, it lacks features like the ESQL scripti...
What is your primary use case for Boomi AtomSphere Flow?
We are working with Cooke Aquaculture, and we use Boomi AtomSphere Flow ( /products/boomi-atomsphere-flow-reviews ) for integration processes. It is specifically used for application-to-application...
 

Also Known As

No data available
Boomi Flow
 

Overview

 

Sample Customers

Information Not Available
bioventus, AM Transport Services
Find out what your peers are saying about Azure AI Foundry vs. Boomi AtomSphere Flow and other solutions. Updated: December 2025.
879,422 professionals have used our research since 2012.