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Glean Platform vs UiPath Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 25, 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

Glean Platform
Ranking in AI Agent Builders
4th
Average Rating
8.4
Number of Reviews
11
Ranking in other categories
Indexing and Search (2nd), Search as a Service (4th), AI Software Development (15th), AI Customer Support (4th)
UiPath Platform
Ranking in AI Agent Builders
1st
Average Rating
8.8
Reviews Sentiment
7.0
Number of Reviews
917
Ranking in other categories
Robotic Process Automation (RPA) (1st), Agentic Automation (2nd), Business Orchestration and Automation Technologies (1st), AI Finance & Accounting (2nd)
 

Mindshare comparison

As of May 2026, in the AI Agent Builders category, the mindshare of Glean Platform is 4.4%. The mindshare of UiPath Platform is 9.6%, down from 10.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Agent Builders Mindshare Distribution
ProductMindshare (%)
UiPath Platform9.6%
Glean Platform4.4%
Other86.0%
AI Agent Builders
 

Featured Reviews

Ananya Bl - PeerSpot reviewer
Data Analyst at Capgemini
Daily orchestration of complex ai workflows has boosted my research and automation capabilities
Orchestration primarily decides which agent handles which part of a task and manages errors, retries, and complete state while maintaining the workflow effectively. On the orchestration side, branching, looping, and human approvals support non-linear workflows in production environments with real-time access. Through refined and improved prompts, this helps in closing the loop with actual users. One unique feature that stood out is that every step in the workflow can pause or recover from failures. Instead of finishing the entire agent in one go, this approach is interesting because if there is a minor change in a previously completed step regarding the state, I can re-edit and restart from the beginning. This is truly impressive.
reviewer2761431 - PeerSpot reviewer
Manager Rpa at a retailer with 10,001+ employees
Significantly reduces manual effort and improves team workflows through automated ticketing
We've used Agent Builder, IXP, and Maestro for orchestration. We have created context-grounded searches or chatbots using context grounding, and we also use context grounding within an Agentic flow where a bot or agent reads ServiceNow tickets to determine whether it has been assigned to the right work group. If it has not been assigned correctly due to human error, it automatically reassigns it to the right group. I would assess Agentic AI's ability to extract data points as effective. We created an agent for the purpose of extracting data, though not in a document. We created what we call an email conversation agent that engages with a customer, vendor, or someone in an email conversation with a set goal of extracting specific data points for an action to be performed subsequently. The one automation we have deployed in production involves the agent interacting with team members to collect data points and create a ServiceNow ticket. We appreciate almost all features of UiPath Platform, with one of the most successful ones being the use of Coms Mining. Most of the new features related to AI have all been good, and we use Agentic. We have already created a few agents and have started to use Maestro for a few flows, though we are not yet there to orchestrate an end-to-end workflow. We have good ROI from the automations we have developed with UiPath Platform, which far exceeds the investment in the platform. It has saved us tens of thousands of hours in manual effort, making the team members happy to pursue other things of value.

Quotes from Members

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

Pros

"Glean Platform has increased productivity by at least one hundred hours per week for my organization."
"Productivity has really skyrocketed."
"The best features Glean Platform offers include the ability to create my own agents, for example, I created a self-service agent for my stakeholders, so rather than email me, I sent them a link to an agent where the agent asks them questions and drills down to exactly what they need, and then I get a qualified response from them."
"The best features Glean Platform offers are mostly the view, which I think is very good, and what I find most helpful about the view is that the user interface is very good, making it very easy to chat with the chatbot and get all the material that I want in the way that I need it."
"Glean Platform offers excellent user interface design and integration capabilities with other platforms."
"I have used many solutions, but Glean Platform is the best, and I would truly appreciate it if everyone considers this platform."
"Life became so easy when we started using Glean Platform."
"Glean Platform has positively impacted my organization by speeding up a lot of repetitive tasks and making it easier for people outside of support to understand what kind of issues impact the support groups."
"We have seen examples where a user misses stuff which was done and the robot corrects it, and the robot has seen something, so we are seeing an elimination of human errors."
"I like the fact that UiPath makes everything fast, and you don't need to employ as many people to do all the dirty work. All of our clients only used UiPath."
"I like that UiPath makes life easier through its multiple features. It's easy to use through its Excel functionality, a basic application you need. UiPath also has many connectors available, so using the solution is easier."
"Via UiPath, we were able to save a workload equivalent of multiple FTEs, which can now be directed at other more important tasks."
"When we would have a huge backlog, we would hire short-term employees for some of our cases. Now, we don't have to do that anymore."
"The most valuable feature is that it can be integrated with almost anything. We use in-house applications and we're able to integrate them through the database using endpoints and APIs. This sharing of information between systems via UiPath means our staff gets results quicker."
"The product has freed up employee time - and it's not just the employee time. We do have some triggers that run. Some jobs are run that people use to manually do at night and weekends. We also don't have to hire additional people just to learn 80 different types of things in a claim and identify correctness manually. The robots will go through and then they can identify if there are specific things that are wrong. That part will go to our experts and they'll review those exact issues."
"UiPath stands out for its robust SAP integration capabilities and a growing library of connectors that simplify connecting to various applications."
 

Cons

"Also, the latency that the platform offers is a little high right now; what I have noticed is that on a particular query, the user has to wait a long time in order to get responses."
"I tried pulling in an architecture diagram of a workflow, and it pulled in some other image instead."
"My experience with pricing, setup cost, and licensing is that the licenses were expensive, and it was hard to convince the company to adopt based on that."
"Glean Platform can implement more models. The NLP creation could be a little faster, and while debugging is amazing, the routing also needs to provide higher quality outputs sometimes rather than extensive searching."
"I chose seven out of ten because if I could upload PDFs and have them analyzed, or have it integrate with my Gmail and help me go through my emails, that would be very useful, but I do not think it does that."
"There are multiple ways in which Glean Platform can be improved."
"My experience with pricing, setup cost, and licensing for Glean Platform reveals limited options, and I wish there was more customization available."
"Currently, Glean Platform does not integrate with Teams, Microsoft-owned platforms."
"UiPath should be less sensitive to changes in the existing UI of the system we are trying to manipulate. If it was more intelligent in adapting to changes in the user interface and the tools we are trying to manipulate, it would be beneficial."
"I would like UiPath to give free trial licenses for more features, like AI Center. UiPath currently offers two licenses for the trial version, however, if I need to practice in AI Center, then I need four to six licenses."
"An area which the UiPath team is rapidly working on is machine learning and artificial intelligence."
"I would like UiPath to have a build-in method which informs the robot's process owner how it has managed its transactions and performed through the night. If the robot had a process that was set up for a 100 transactions, and two of these transactions had an application error, four had a business error, and the rest were fine, I would like a straight up method for the business owner to login somewhere and see what the robot managed to do and not do. There should be a method for accessing and logging into Orchestrator and see the logs for only one process, and this log should be presented in a way that makes sense for non-technical people."
"Linux support better cloud integration and stronger auditing for governance."
"I would like to see the replacement of VB.NET with some more popular programming language as the program's backbone."
"The attended bot functionality is in need of improvement."
"We'd like the solution to allow us to remove all developers. In a situation where you need a developer, we'd like it to get to the point where we don't need them. It needs to be easier to use with more low code."
 

Pricing and Cost Advice

Information not available
"UiPath gives pretty good discounts."
"UiPath's licensing costs can be high, and to maximize their value, customers need a clear plan for utilization."
"Its price is fair, but I would prefer it to be lower."
"UiPath is quite expensive and whatever additional components you want to use will have additional costs."
"The price is high in comparison to Power Platform that Microsoft provides as part of their enterprise license."
"There are operational benefits in terms of time savings and user satisfaction of not having to do menial, repetitive tasks."
"The licensing cost is high."
"The solution has gotten pricier."
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Manufacturing Company
9%
Outsourcing Company
8%
Computer Software Company
7%
Financial Services Firm
11%
Manufacturing Company
9%
Computer Software Company
8%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise9
By reviewers
Company SizeCount
Small Business251
Midsize Enterprise144
Large Enterprise672
 

Questions from the Community

What is your experience regarding pricing and costs for Glean Platform?
My experience with pricing, setup cost, and licensing for Glean Platform reveals limited options, and I wish there was more customization available.
What needs improvement with Glean Platform?
I would appreciate a change to the color scheme of Glean Platform as a needed improvement, even if it is something small or minor.
What is your primary use case for Glean Platform?
My main use case for Glean Platform is general use at an introductory level.
Best RPA tools for IBM iSeries
I can only speak to UiPath since that is the only RPA solution that I have used. I know that there are specific packages that you can integrate into your project that is specifically made to work w...
RPA that Bots can run without centralized control?
Yes, Attended Bots which can run without centralized control Module. RPA Tools like Automation Anywhere, uiPath ,Power Automation they do support this.
How do I choose between UiPath and Microsoft Power Automate?
Microsoft‌ ‌Power‌ ‌Automate‌ ‌is‌ ‌intuitive‌ ‌and‌ ‌easy‌ ‌to‌ ‌integrate‌ ‌and‌ ‌use.‌ ‌I‌ ‌like‌ ‌that‌ ‌there‌ ‌is‌ ‌no‌ ‌coding‌ ‌experience‌ ‌necessary,‌ ‌and‌ ‌appreciate‌ ‌the‌ ‌automated‌...
 

Also Known As

Glean Work AI Platform
UiPath Maestro, UiPath Apps, UiPath Agent Builder
 

Overview

 

Sample Customers

Information Not Available
1. Accenture 2. Deloitte 3. PwC 4. IBM 5. Capgemini 6. KPMG 7. Ernst & Young 8. Infosys 9. Cognizant 10. Wipro 11. Tata Consultancy Services 12. HCL Technologies 13. Genpact 14. Tech Mahindra 15. DXC Technology 16. Atos 17. NTT Data 18. CGI 19. L&T Infotech 20. Hexaware Technologies 21. Mindtree 22. Mphasis 23. Virtusa 24. Syntel 25. Zensar Technologies 26. WNS Global Services 27. Hexaware Technologies 28. Larsen & Toubro Infotech 29. Persistent Systems 30. QuEST Global 31. Sonata Software 32. Zensar Technologies
Find out what your peers are saying about Glean Platform vs. UiPath Platform and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.