Glean Platform vs UiPath Platform comparison

Glean and UiPath are both solutions in the AI Agent Builders category. Glean is ranked #4 with an average rating of 8.5, while UiPath is ranked #1 with an average rating of 8.5. Additionally, 100% of Glean users are willing to recommend the solution, compared to 98% of UiPath users who would recommend it.

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Executive SummaryUpdated on Jan 25, 2026

UiPath Platform and Glean Platform compete in the automation and knowledge management industries, respectively. Glean has an advantage in innovative features and search capabilities, though UiPath is strong in automation workflow solutions.

Features: UiPath offers robust automation tools, AI-driven processes, and expansive integration capabilities. Glean provides intelligent search, knowledge management, and seamless integration with enterprise software. Glean's search-centric features distinguish it for organizations prioritizing content discovery.

Ease of Deployment and Customer Service: UiPath provides a streamlined deployment process with substantial resources and effective issue resolution by its customer service team. Glean offers a quick and efficient deployment model leveraging cloud technology, with knowledgeable support optimizing knowledge management setup, standing out with a slightly faster deployment time.

Pricing and ROI: UiPath presents a competitive pricing model with promising ROI due to its automation efficiencies, where the initial setup cost is mitigated by long-term operational savings. Glean has a pricing structure aligned with feature set and organizational scale, offering high ROI in knowledge management gains and data accessibility, which is considered favorable despite initial investment.

To learn more, read our detailed Glean Platform vs. UiPath Platform Report (Updated: April 2026).

Buyer's Guide

Glean Platform vs. UiPath Platform

April 2026

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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

Automation Anywhere

Featured Reviews

Venkat Sivaprakash

Management Consultant at Accenture

Has significantly improved document-driven workflows and reduced processing time across finance and HR functions

Automation Anywhere has evolved significantly and upgraded itself to provide agentic AI and AI-based automation solutions for document automation. The product has matured considerably over time. We can create workflows that can call an API. We can include prompts in particular workflows for ChatGPT-related functions, connecting to an LLM and RAG to perform tasks. For document automation, modern features are available to train documents, ensuring high accuracy and repeatability over time. The system is very easy to use. I recently completed a course in document automation, typically designed for people involved in coding and technical aspects. Though I understand coding comprehensively, I don't do actual coding. The course was very accessible. Currently, extensive coding isn't necessary due to the hybrid model incorporating GenAI aspects, low-code, no-code capabilities, APIs, and numerous pre-built objects in Automation Anywhere. The features include GenAI-driven prompting methods and workflow creation capabilities. In these workflows, we can create decision boxes and call APIs without coding. We simply pull objects, drop them, connect them, and add minimal coding when needed. The most crucial aspect isn't coding but rather sizing the automation and fleshing out the details. Automation Co-pilot takes notes and performs automated analysis. It can extract details from videos, summarize conversations, and provide detailed information. During calls, it identifies instructions and performs tasks such as preparing reports and reconciliation. Automation Anywhere can also connect with Microsoft Co-pilot. Through Co-pilot, real-time operations can be executed, allowing direct interaction between vendors and automation through this component.

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Ananya Bl

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.

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reviewer2761431

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.

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Quotes from Members

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

Pros

"It doesn't require any coding knowledge. Any business person can automate this process."

"The most valuable feature is its ease of development; it's pretty easy for people who don't have a tech background to use and is one of the easiest tools for them to use."

"Automation Anywhere is a pioneer in RPA tools."

"My experience with Automation Anywhere over three years has shown tremendous growth in operational efficiency and business processes, as it helps to automate repetitive and rule-based tasks such as report generation and data entry quite faster and efficiently, reducing errors by about thirty to forty percent from what I observed a few years back and improving SLA-related compliance."

"There are multiple levels of cloning. In case screen cloning doesn't work, you can do object-based cloning or keystroke-level cloning, depending upon what parameters are available to you and what is the level of information that you capture. You can traverse between object cloning, which is the lowest form of cloning to a stroke-based cloning, which is like taking care of each keystroke-level which is made by the agent."

"The technical support is good. If it is required that they provide their resources, they will send their resources to your organization to support you in terms of development and technical support."

"The platform is easy to use, especially for business users."

"I recommend Automation Anywhere to other users because it minimizes repetitive human tasks, saves time, and helps reduce costs."

More Automation Anywhere pros

"Glean Platform has positively impacted our organization, especially in terms of productivity for both us and our customers."

"Life became so easy when we started using Glean Platform."

"I have used many solutions, but Glean Platform is the best, and I would truly appreciate it if everyone considers this platform."

"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."

"Since I have joined, I have built around ninety agents with Glean Platform, and it has saved our organization around twenty-seven hours a week for each user, and it has also positively impacted our ARR."

"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 has increased productivity by at least one hundred hours per week for my organization."

"Productivity has really skyrocketed."

More Glean Platform pros

"As a mid-sized regional bank, we've seen benefits from using UiPath Platform such as saving over 50,000 FTE hours just this year alone, and we are probably going to exceed our goal of over 66,000."

"The RE Framework provided by UiPath is quite extensive. It solves a lot of problems and gives us a lot of time back. We do not have to create our own framework."

"The tool's most valuable feature is its embedded activities."

"So far, the conversation around automation and cultural change has been really powerful in terms of re-thinking our processes and asking if there's a better way to do it."

"The training platform of UiPath is very good; it helps the business user without prior experience in programming to automize the process by themselves."

"My experience with deploying UiPath Platform and robots is pretty simple. It's very user-friendly. You don't really need a software background to pick it up. Deploying is just a couple of buttons."

"With UiPath, we have reduced human error, freed up employee time, saved thousands of hours, and as a whole it's saved our organization money."

"For beginners, UiPath is a very low-code or no-code experience. They can get started with StudioX."

More UiPath Platform pros

Cons

"The API integration should be improved further since it is a bit difficult at the moment to connect with the API in the enterprise version."

"This solution saves us time but there are some things that make it clumsy for the end-users."

"Going on-cloud comes with security hiccups and concerns."

"We are having some challenges when it comes to stability."

"The solution should have a more robust forum to help users navigate the solution, learn about it, and get help when they need it."

"One area requiring improvement is the debugging process. When I use a multi-structure with conditions to switch from one bot to another, successful debugging of the entire process is not feasible. Each bot has to be debugged individually."

"Since Automation Anywhere's Japan office was only recently opened, it seems the support has not been as good as support for other package applications."

"Even though the product is easy to use, there are some challenges when we move across different environments; there's a lot of setup needed."

More Automation Anywhere cons

"Currently, Glean Platform does not integrate with Teams, Microsoft-owned platforms."

"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."

"In workflow agents, I would prefer that we do not use AI in every step and instead we have a toggle button or something which can configure whether AI should be used in this specific search field or not, or in this specific node or not, because currently it's using AI in all nodes which sometimes messes up the output."

"I tried pulling in an architecture diagram of a workflow, and it pulled in some other image instead."

"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."

"My experience with pricing, setup cost, and licensing for Glean Platform reveals limited options, and I wish there was more customization available."

"There are multiple ways in which Glean Platform can be improved."

More Glean Platform cons

"I think the AI question is being raised everywhere, and there certainly needs to be a lot more intelligence involved in that."

"A self-coding robot can be a very useful tool in the future."

"Some kind of code repository would be good. Other than that, everything is fine in UiPath. They improve it every quarter and bring something new."

"On the Orchestrator side, I would like to see more controls and conditions for RPA managers. If they advanced in those areas, it would help."

"There is currently room for improvement in the area of ease-of-use."

"UiPath should offer an on-demand cloud-type model where you can get bots for five minutes, ten minutes, an hour, or whatever duration you need."

"As compared to other tools in the market, this is a little costly."

"UiPath will introduce new features and it appears as though there is an unspoken rule that what they have released is not where it needs to be, but it'll be there eventually."

More UiPath Platform cons

Pricing and Cost Advice

"The price is a little bit high but the support is good."

"It costs up to $1,200 per license."

"We're paying a monthly subscription fee for the bot and for services. There are no additional costs beyond the standard licensing fee."

"I'm not sure what the monthly licensing cost is, as that is taken care of by another team, but I would say it's around $100,000."

"It is reasonable, but it can always be a little bit cheaper."

"The certifications are free of cost."

"If we count the integrations that we have done with Appian, which is where a lot of our savings is from, we are well over a million dollars in savings. This is from only doing development for about a year and a half."

"In terms of pricing, this is a good product."

More Automation Anywhere pricing and cost advice

Information not available

"There are some automations that save us thousands of hours monthly. These are automations that we run 24/7 as well as some automations that we run every five minutes for installing backups."

"The cost depends on how many licenses are needed and how bots are used. Right now there is no solution that is less expensive."

"I put the price as average; it's neither particularly expensive nor affordable."

"Kapow has dynamic licensing, which is something that we would really like to have, so we could scale up at peak hours or peak times of the month. This is when we really need to throw more robots at some processes. To my knowledge, that is not possible with UiPath at the moment."

"...it's a bit pricey."

"The cost could be lower. The pricing is not transparent, so we don't always know if we really are getting a good price."

"The cost that we are allocating for RPA doesn't burden us too heavily, so what we are paying is acceptable compared to the gains that we have in the organization."

"UiPath is relatively expensive. It's not expensive if you only need to automate one or two processes, but if you need to use more, it's somewhat costly. There's also a free community version."

More UiPath Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

18%

Manufacturing Company

11%

Construction Company

11%

Computer Software Company

Financial Services Firm

19%

Manufacturing Company

13%

Outsourcing Company

Comms Service Provider

Financial Services Firm

12%

Manufacturing Company

11%

Construction Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	154
Midsize Enterprise	82
Large Enterprise	536

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	9

By reviewers
Company Size	Count
Small Business	250
Midsize Enterprise	145
Large Enterprise	677

Questions from the Community

How good is Automation Anywhere for RPA processes?

It depends on your use case. Is it simply to automate a couple of processes? Is it to augment a human team? AA is ver...

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How good is Automation Anywhere for RPA processes?

From my experience using AA tool, it depends on the applications that you want to automate, because there some applic...

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How good is Automation Anywhere for RPA processes?

It is a highly preferred RPA tool. You can check my Automation Anywhere Review to know more.

See all answers

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 wa...

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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 sm...

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What is your primary use case for Glean Platform?

My main use case for Glean Platform is general use at an introductory level.

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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 packa...

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RPA that Bots can run without centralized control?

Yes, Attended Bots which can run without centralized control Module. RPA Tools like Automation Anywhere, uiPath ,Pow...

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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 ‌...

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Comparisons

Microsoft Power Automate vs Automation Anywhere

Compared 11% of the time

Blue Prism vs Automation Anywhere

Compared 7% of the time

WorkFusion vs Automation Anywhere

Compared 2% of the time

AutomationEdge vs Automation Anywhere

Compared 2% of the time

Celonis vs Automation Anywhere

Compared 2% of the time

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Elastic Search vs Glean Platform

Compared 17% of the time

Claude for Enterprise vs Glean Platform

Compared 8% of the time

n8n vs Glean Platform

Compared 8% of the time

Microsoft Copilot Studio vs Glean Platform

Compared 8% of the time

Agentforce vs Glean Platform

Compared 3% of the time

More Glean Platform Competitors

Microsoft Power Automate vs UiPath Platform

Compared 10% of the time

Blue Prism vs UiPath Platform

Compared 5% of the time

ServiceNow Automation Engine vs UiPath Platform

Compared 3% of the time

Pega Robotic Process Automation vs UiPath Platform

Compared 3% of the time

Tungsten RPA vs UiPath Platform

Compared 3% of the time

More UiPath Platform Competitors

Product Reports

Buyer's Guide

Automation Anywhere

June 2026

Download Automation Anywhere product report

Buyer's Guide

Glean Platform

June 2026

Download Glean Platform product report

Buyer's Guide

UiPath Platform

May 2026

Download UiPath Platform product report

Also Known As

Automation Anywhere, Testing Anywhere, Automation Anywhere Enterprise, Agentic Process Automation System (Now Certified for WorkSpaces)

Glean Work AI Platform

UiPath Maestro, UiPath Apps, UiPath Agent Builder

Interactive Demo

Automation Anywhere

Demo not available

Glean

Demo not available

UiPath

Overview

Automation Anywhere offers ease of use, robust system connectivity, and GenAI-driven document automation through a cloud-native platform, significantly enhancing productivity across multiple industries with advanced AI features.

Delivering a comprehensive suite of tools designed for easy integration and rapid deployment, Automation Anywhere drives efficiency by reducing costs and automating repetitive tasks. Its cloud-native platform supports broad industry adoption, including advanced AI features like process automation and Co-Pilot, streamlining complex workflows with minimal technical skills required. Users benefit from robust integration capabilities, which facilitate seamless interaction with multiple systems. However, there is room for improvement in areas such as user-friendliness for beginners, stability, flexible licensing, and enhanced OCR functionality. Organizations in sectors such as banking, finance, manufacturing, and healthcare gain from the improved operational efficiency and ROI Automation Anywhere offers.

What are the important features of Automation Anywhere?

Ease of Use: Simplifies automation tasks with a user-centric interface.
Robust Connectivity: Provides seamless integration with multiple systems.
GenAI-Driven Document Automation: Leverages AI to automate document management.
Process Automation & Co-Pilot: Enhances workflow automation with advanced AI.
Cloud-Native Platform: Enables rapid deployment and integration.

What benefits should be evaluated in reviews?

Time Savings: Automation drastically reduces manual processing time.
Cost Efficiency: Decreases overall operational costs by automating tasks.
Productivity Enhancement: Streamlines workflows with AI-driven tools.
Improved Integration: Enhances ability to work with multiple systems.
Scalability: Supports growth with a flexible cloud-native architecture.

In the insurance industry, Automation Anywhere is utilized for automating processes such as enrollment management and compliance checks. Its applications extend to supply chain management, financial transactions, and business performance monitoring across sectors like banking, finance, manufacturing, and healthcare, helping organizations to automate routine tasks, improve efficiency, and reduce costs.

Automation Anywhere

Glean Platform harnesses cutting-edge technology to empower organizations, bridging data access gaps and enhancing productivity through its advanced search and knowledge capabilities.

Glean Platform transforms how organizations operate by integrating powerful search functions with intelligent knowledge management tools. It empowers users to locate and utilize information efficiently, fostering a more connected work environment. Its dynamic capabilities provide seamless integration, enabling users to access critical data swiftly, thus driving informed decision-making processes within teams. Designed for scalability, Glean Platform adapts to varying enterprise needs, ensuring customized solutions that align with business objectives.

What features does Glean Platform offer?

Intelligent Search: Delivers precise search results tailored to user queries.
Knowledge Graph: Visualizes connections between data for better insights.
Seamless Integration: Works with a wide range of existing tools and applications.
Security Controls: Protects data with robust security features.

What are user benefits and ROI?

Increased Productivity: Reduces time spent searching for information.
Enhanced Collaboration: Facilitates knowledge sharing across teams.
Scalability: Grows with the organization’s evolving needs.
Improved Decision-Making: Provides access to real-time information.

In industries like finance and healthcare, Glean Platform aids in streamlining operations by offering tailored data solutions that adhere to specific compliance standards. By facilitating efficient information retrieval, it supports critical tasks such as data analysis and regulatory reporting.

Glean

UiPath Platform is appreciated for its user-friendly interface and extensive automation capabilities, offering seamless integration with diverse applications. Its intuitive drag-and-drop functionality enables users to design efficient workflows with minimal technical expertise.

UiPath Platform delivers a robust set of features that enhance automation and productivity. With components like Orchestrator, task management is optimized, facilitating better scalability. Users benefit from advanced AI and document understanding tools, boosting data handling accuracy and reducing errors. Despite its strengths, UiPath faces challenges with upgrading processes, AI enhancements, and user documentation. Integration and selector sensitivity issues, along with support and licensing complexities, highlight areas for potential improvement. Users request smoother deployment, error handling, and migration processes. Enhanced support for RHEL/Ubuntu, LINQ, and Lambda and improved real-time insights, automation recording, and scheduling are desired. Streamlining the experience for non-technical users with simplified workflows remains a priority.

What are the key features of UiPath Platform?

Drag-and-Drop Functionality: Allows users to design workflows easily without extensive technical skills.
Orchestrator: Enhances task management and enables scalable automation.
AI and Document Understanding: Improves data accuracy and minimizes errors.
System Integration: Offers seamless integration with SAP, CRM, Oracle, and more.
Active Community and Training: UiPath Academy provides resources for skill development.

What benefits should users look for in reviews?

Increased Efficiency: Reduction in manual workloads through automation of repetitive tasks.
Improved Accuracy: Enhanced data handling capabilities reduce errors.
Productivity Boost: Supports both attended and unattended automations to streamline operations.
Scalability: Ability to handle growing automation demands efficiently.
Integration Benefits: Easy integration with enterprise systems for streamlined operations.

UiPath Platform is widely implemented across sectors such as finance, healthcare, insurance, HR, IT, and supply chain to automate repetitive business tasks. Common uses include automating data entry, invoice processing, document management, report generation, and customer service operations. Organizations value the platform's ability to integrate seamlessly with systems like SAP, CRM, and Oracle, allowing for enhanced efficiency and accuracy in processing both structured and unstructured data.

UiPath

Sample Customers

Google, Linkedin, Cisco, Juniper Networks, DellEMC, Comcast, Mastercard, Quest Diagnostics

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

Buyer's Guide

Glean Platform vs. UiPath Platform

April 2026

Free Report: Glean Platform vs. UiPath Platform

Find out what your peers are saying about Glean Platform vs. UiPath Platform and other solutions. Updated: April 2026.

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