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Azul Zing vs Kore.ai 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:
 

Categories and Ranking

Azul Zing
Ranking in AI Customer Experience Personalization
34th
Average Rating
9.6
Reviews Sentiment
8.2
Number of Reviews
9
Ranking in other categories
Application Infrastructure (16th)
Kore.ai
Ranking in AI Customer Experience Personalization
8th
Average Rating
7.8
Number of Reviews
16
Ranking in other categories
AI Agent Builders (7th), AI Security (7th), AI Customer Support (2nd), AI IT Support (7th)
 

Mindshare comparison

As of August 2026, in the AI Customer Experience Personalization category, the mindshare of Azul Zing is 0.9%, down from 16.0% compared to the previous year. The mindshare of Kore.ai is 1.1%, down from 8.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Customer Experience Personalization Mindshare Distribution
ProductMindshare (%)
Kore.ai1.1%
Azul Zing0.9%
Other98.0%
AI Customer Experience Personalization
 

Featured Reviews

it_user500349 - PeerSpot reviewer
CTO at a financial services firm with 51-200 employees
It has helped us improve our latency performance drastically
As a large scale high performance trading platform serving the high frequency trading community, latency has always been critical for our clients. Before using Azul Zing JVM, we would have had to spend a lot of effort tuning our JVM GC and profiling our application to minimize latency, which is…
Judin Augustin - PeerSpot reviewer
Associate Data Scientist at Guide House
Automation has reduced large call centers and provides real-time outbound support for patients
Kore.ai is a low-code platform, and you do not necessarily have to be an expert in artificial intelligence or generative AI to use this platform. However, if you have that experience, it will be a valuable add-on. The main advantage is that it has almost every kind of plugin available to use, whether for live agents or if you want to use it as a call center. You have real-time capabilities and the most useful plugins available, with almost every kind of model available with configurations. We can configure the ML models and train them. The platform is very user-friendly with explanatory features and a great UI. One significant feature is the live testing platform with Kore.ai. When you are creating a workflow, you have an interactive, real-time testing platform that reflects every change you make. This makes it easy to debug errors or add new features. Additionally, Kore.ai has many different tools and platforms that cater to different needs, whether for a call center, normal workflow, or machine learning workflow, which is really useful. Because of Kore.ai, it was much easier than creating something manually. A low-code platform always helps, and when that platform has this much capability, it provides far more value than manual development. It was particularly helpful for our team that we could create a POC and get that project into production. Kore.ai helped our team build a generative AI outbound calling chatbot, and it truly helped our customers. If you have a hospital with a thousand employees in a call center, you might consider outsourcing. However, with Kore.ai's outbound calling capabilities, you can eliminate the outsourcing part. You do not need a thousand call center employees. You can accomplish this through automation with just one or two employees if people need to switch to agents. This represented a significant cost reduction.

Quotes from Members

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

Pros

"With Zing, we've now been able to re-allocate those tuning resources to general product development."
"With minimal effort, Zing has helped us improve our latency performance drastically."
"With minimal effort, Zing has helped us improve our latency performance dramatically."
"Zing has completely solved the garbage collection problem for us."
"The non-stop garbage collector (C4 - Continuously Concurrent Compacting Collector) is the most valuable feature."
"No other JVM on the market even comes close to competing with the Azul Zing."
"With minimal effort, Zing has helped us improve our latency performance dramatically."
"GC Pause times are maintained in low milliseconds, which is beneficial for applications with high volume, high memory allocation rate, and a high memory footprint, and it also increases throughput by approximately 20-25% as compared to Oracle Java Development Kit based on some tests that I have done with real applications."
"The best feature of Kore.ai is that it is a cost-saving tool because when we use IVR, we have to assign agents at the backend, but using Kore.ai, we can automate all of those functions."
"It impacted my organization by helping us move into being AI-native, and it helped a lot to show other clients that we have worked in AI."
"The positive impacts we have seen include expected reductions in average handle time, which is typically around 40 to 50 percent for any BFSI industry use case."
"Kore.ai has positively impacted our organization by reducing error rates from around fifteen to twenty percent to just two to three percent after implementation."
"Kore.ai offers multiple support and services, including API integration, webhook integration, and multiple channels, making it easy to design your own layout, integrate with multiple channels and webhooks, deploy quickly, and track any errors that occur, so it is a good way to start and easy to learn."
"Kore.ai offers many valuable features, particularly its extensive array of connectors, allowing easy integration with various ERP systems and the straightforward implementation of webhooks and APIs."
"Kore.ai has positively impacted my organization by simplifying the process of responding to emails and streamlining the workflow, saving me considerable time."
"Compared to other tools, Kore.ai provides a well-organized chatbot experience that others do not offer."
 

Cons

"We have encounter stability issues and that has been a source of frustration at times."
"However, like every other great product, there is always something that can be improved."
"Although Azul claims to have a fast warmup, we still experience higher latency for the first trade when our system starts up on Sundays."
"Although Azul claims to have a fast warmup, we still experience higher latency for the first trade when our system starts up on Sundays."
"The profiling tools included with Zing lag behind those available for Oracle's Java implementation."
"The licensing over non-production environments considerably affects the cost of our solution as a software vendor."
"It is extremely expensive."
"In support, the team is not the greatest, but it works."
"Customer support is where Kore.ai has significant room for improvement. Post-implementation support is a particularly discouraging aspect for me."
"Customer support is okay, I guess. We get what we want from them whenever there is an issue or something, but sometimes when we had issues, it was delayed a lot."
"I rated Kore.ai eight out of ten because of the potential for these additional improvements."
"I would suggest incorporating pre-recorded videos in the tutorials and enhancing the documentation area to make it more user-friendly."
"This is a regret for me."
"The two points I deduct relate to the integrations, which were not as extensive as I initially expected."
"In my experience, Kore.ai is not stable."
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Top Industries

By visitors reading reviews
Financial Services Firm
24%
Manufacturing Company
14%
Construction Company
12%
Outsourcing Company
8%
Manufacturing Company
12%
Construction Company
12%
Outsourcing Company
9%
Financial Services Firm
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise4
Large Enterprise2
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise3
Large Enterprise14
 

Questions from the Community

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What is your experience regarding pricing and costs for Kore.ai?
The experience with pricing, setup cost, and licensing of Kore.ai is that the price is low, and the licensing is also not costly.
What needs improvement with Kore.ai?
I do not have much to add regarding how Kore.ai can be improved since it has been a long time since we last used it. There are other platforms that offer more features, but those come at a higher p...
What is your primary use case for Kore.ai?
In my past organization, I used Kore.ai for one of the projects over a period of approximately six to eight months. Our main use case for Kore.ai involved building a Gen AI plus conversational AI p...
 

Comparisons

 

Overview

 

Sample Customers

Priceline, RBS, Credit Suisse, ING, Creditex, Nielsen, Workday, Saks Fifth Avenue, Entergy, Quotix, Puma and many more.  Visit azul.com for more.
Leading banks & Enterprise Companies
Find out what your peers are saying about Azul Zing vs. Kore.ai and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.