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JIRA Service Management vs Leena AI comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 5, 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

JIRA Service Management
Ranking in Help Desk Software
2nd
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
90
Ranking in other categories
IT Service Management (ITSM) (2nd)
Leena AI
Ranking in Help Desk Software
23rd
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
3
Ranking in other categories
AI-Agents for HR (5th), AI IT Support (24th), AI Procurement & Supply Chain (5th)
 

Mindshare comparison

As of May 2026, in the Help Desk Software category, the mindshare of JIRA Service Management is 6.0%, down from 8.9% compared to the previous year. The mindshare of Leena AI is 0.3%. It is calculated based on PeerSpot user engagement data.
Help Desk Software Mindshare Distribution
ProductMindshare (%)
JIRA Service Management6.0%
Leena AI0.3%
Other93.7%
Help Desk Software
 

Featured Reviews

Sohaib Ahmad - PeerSpot reviewer
Vice President Service Delivery at quixel
Comprehensive workflows and data views have supported complex teams but still need cost improvements
JIRA Service Management is costly. The pricing structure needs improvement. When I add some plugins, I have to pay the cost for every user whether they are using it or not. For smaller companies, the detailed workflow editing and the kind of details that JIRA Service Management provides would be complex. For startups and smaller companies, JIRA Service Management would be complex. The cloud offering is easier because I don't have to manage the infrastructure. There are two templates of the project: company-managed and team-managed. Team-managed is a newer feature, which is good for startup-kind companies where they don't need control over data from multiple projects displaying in one dashboard. For startups, JIRA Service Management is somewhat complex with its schemes and everything. Capacity management should be improved in terms of additional features in the next release of JIRA Service Management.
AP
Human Resource Manager at a manufacturing company with 5,001-10,000 employees
Chatbot has organized HR queries and has improved employee experience and self-service
The best feature that Leena AI offers is that it improves daily. Everything is improving with Leena AI, especially with enhancements in integrations, analytics, and the addition of AI in chatbots that help personalize content and provide relevant answers to end users based on past experiences from other companies. I worked in Human Resources and managed only the human resources section of Leena AI. Currently, Leena AI has also onboarded smart integration with WhatsApp, Teams, and Outlook, which is a valuable feature to have. Leena AI has positively impacted my organization since I implemented it in 2022 during COVID, as it organized messages from management and recruiters for 25,000 employees, helping to check their wellbeing while circulating important messages. After implementing Leena HR chatbot recently, workflows were streamlined. Queries that previously took five, six, or ten days to resolve are now managed under SLA, significantly improving employee experience. The improvements include an increase in resolution times. Since Leena AI is a growing chatbot, information that was previously scattered is now centralized, improving employee experience from 70% to 90% according to our survey.

Quotes from Members

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

Pros

"Based on my experience, you should go for the full Atlassian ecosystem if you are looking for IT service management and workflow management for your businesses."
"For anyone considering JIRA Service Management, I would advise that it is an excellent project management tool suitable for product management across small to large scales."
"I like that it's easy to set up Sprint and put tasks and stories into Sprint; it is really easy to lay out the work that needs to be done."
"One of the valuable features is that an automatic response or action can be taken on tickets."
"Great to be able to create customized forms."
"The basic configuration and the basic abilities provided are the most valuable aspects of the solution."
"The initial setup is easy and straightforward."
"Automation capabilities allow for automatic ticket creation using monitoring tools."
"After implementing Leena HR chatbot recently, workflows were streamlined, queries that previously took five, six, or ten days to resolve are now managed under SLA, significantly improving employee experience."
"Leena AI has positively impacted my organization by improving the efficiency of employees who were earlier not aware where to go to submit their HR-related queries."
"Leena AI has impacted my organization positively because its cost management is low, its responses are faster, and it scales easily."
 

Cons

"While licensing is costly, setting up JIRA Service Management is overall good because the vendor helped me, and I also received support from JIRA support, making it a positive experience."
"During the updates, when another version gets released, whatever I am tracking at that time gets lost and I have to type it all over again."
"The way it handles subtasks can be improved. We would really like the ability to have different types of subtasks. If we have a user story for a feature, we would like to have a subtask for documentation, a subtask for requirements, a subtask for development, and a subtask for testing. Right now, we just make four subtasks, but there is no way to specify their type, so we have to add a custom field to specify what type of work is this. It just means you've got to look at more data. For logging time or time tracking, we would like to have something using which we can define the work type we're doing. We would like to log whether we're working on a bug, a new development, scope change, or rework. We've got a user story for which we do the dev, and then we have to do more dev. It is the same story, but some of it could have been a scope change, and some of it could be a rework because we either screwed up the first time or missed something obvious. Currently, we have to have a custom field and track that separately. It would be nice to have some kind of work type for logging time."
"The way it handles subtasks can be improved. We would really like the ability to have different types of subtasks."
"The solution needs to be integrated better with Office X5."
"Usability needs improvement. To configure it, you need to be well versed in Jira administration."
"It would be beneficial if we could turn comments into subtasks or other JIRA tickets directly."
"Cost has prohibited us from switching entirely to this solution."
"Customer support for Leena AI is very good, but it takes a lot of turnaround time to come back and resolve the questions, queries, or issues."
"Leena AI can be improved if we are able to automate all the questions rather than only common questions available."
 

Pricing and Cost Advice

"The license we use is on a yearly basis. As a Solution Partner, we were using the free one and were using the free plugins. We were also giving our own plugins to the Atlassian Solution Partners for free. We don't pay anything to Atlassian."
"I would suggest to always buy licenses through an Atlassian partner, so you can also rely on their expertise."
"Buying a software solution is only a half part of the solution (or even less). You need to optimize usage of the software by hiring professionals who will help you to make the most of the software, especially in the beginning."
"Right now, there are only two of us who are both agents on the help desk and developers. We might be on the free version because we're less than three agents or users. I'm looking at Zephyr tests, which have a $10 a month flat rate, so right now, it is $10 a month. There are lots of add-ons. They do a free version, a standard version, and a premium version. In the last company, we started on $50 a month. By the time I left, we were paying $4,500 a month. That was mainly because we had 100 users on Confluence. I bought an add-on for Jira software for which we had 10 users, and that was $5 per user per month. It was costing me $500 a month, whereas it should only be $50 a month. I don't know if licensing fee has changed. I'd like our whole company to use it, but the big problem is the licensing because the Confluence side is what is really useful, but if I add 30 users to Confluence and then buy an extension for Jira software, I've got to pay for 30 licenses, even though I've only got two users in Jira software. It is the one big disadvantage of cloud software. You always have to pay for the number of seats regardless of which product you are on. This will probably severely limit how many people would use it because I'm not going to start paying $10 per user per month for a Jira software add-on when there are only two people using it."
"This is pricey solution. Should we move to using all cloud solutions in our business, we may move to different tools that have multiple functionality versus having a solution for each area. This would be too pricey and we would need to replace Jira with a different solution that also offers other features."
"The price for JIRA Service Management is reasonable and cheaper than other ITSM solutions, but the licensing model is different, so you cannot compare it with other solutions. Overall, the pricing for the solution is acceptable."
"I price of JIRA Service Management is reasonable."
"It costs around $150 to $200 per user."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
9%
Computer Software Company
6%
Educational Organization
6%
Construction Company
33%
Manufacturing Company
11%
Financial Services Firm
10%
Pharma/Biotech Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business30
Midsize Enterprise25
Large Enterprise34
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for JIRA Service Management?
While licensing is costly, setting up JIRA Service Management is overall good because the vendor helped me, and I also received support from JIRA support, making it a positive experience.
What needs improvement with JIRA Service Management?
I feel JIRA Service Management could be better if the APIs from the sponsoring team provided more support and flexibility in API endpoints. Regarding JIRA Service Management's API and support, the ...
What is your experience regarding pricing and costs for Leena AI?
My experience with pricing, setup cost, and licensing for Leena AI is that the setup cost was low, and the license was given easily.
What needs improvement with Leena AI?
Leena AI can be improved if we are able to automate all the questions rather than only common questions available. If it can be improved in that way, it will enhance our operations.
What is your primary use case for Leena AI?
My main use case for Leena AI is to manage our customer queries automatically on chat, email, and personally. A quick specific example of how Leena AI helps with customer queries in my daily workfl...
 

Also Known As

JIRA Service Desk, Atlassian Jira Service Management
No data available
 

Overview

 

Sample Customers

mgm technology partners, Telestream, Build.com, Zend Technologies, OfficeDrop, PGS Software, American Diabetes Association, NEPTUNE Canada
Information Not Available
Find out what your peers are saying about JIRA Service Management vs. Leena AI and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.