Gemini Enterprise Agent Platform vs Glean Platform comparison

Gemini Enterprise Agent Platform vs. Glean Platform

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Helped 892,287 peers since 2012

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

Gemini Enterprise Agent Pla...

Ranking in AI-Agent Builders

5th

Average Rating

8.2

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

AI Development Platforms (1st)

Glean Platform

Ranking in AI-Agent Builders

4th

Average Rating

8.4

Number of Reviews

Ranking in other categories

Indexing and Search (3rd), Search as a Service (4th), AI Software Development (14th), AI Customer Support (71st)

Mindshare comparison

As of April 2026, in the AI-Agent Builders category, the mindshare of Gemini Enterprise Agent Platform is 8.5%, up from 2.5% compared to the previous year. The mindshare of Glean Platform is 4.2%. It is calculated based on PeerSpot user engagement data.

AI-Agent Builders Mindshare Distribution
Product	Mindshare (%)
Glean Platform	4.2%
Google Vertex AI	8.5%
Other	87.3%

AI-Agent Builders

Featured Reviews

Hamada Farag

Technology Consultant at Beta Information Technology

Customization and integration empower diverse AI applications

We are familiar with most Google Cloud services, particularly infrastructure services, storage, compute, AI tools, containerization, GCP containerization, and cloud SQL. We are familiar with approximately eighty percent of Google's services, primarily related to infrastructure, AI, containers, backup, storage, and compute. We are familiar with Gemini AI and Google Vertex AI, and we have completed some exercises and cases with our customers for Google AI. We use automation in machine learning. I work with a team where everyone has specific responsibilities. We have design and development processes in place. Based on my experience, I would rate Google Vertex AI a 9 out of 10.

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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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Quotes from Members

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

Pros

"Google Vertex AI is an out-of-the-box and very easy-to-use solution."

"The monitoring feature is a true life-saver for data scientists. I give it a ten out of ten."

"The most valuable features of the solution are that it is quite flexible, and some of the services are almost low-code, with no-code services, so it gives agents flexibility to build the use cases according to the operational needs."

"The best feature of Google Vertex AI is the ease of use, along with the integration with the rest of the Google ecosystem and the way models can be made available outside Google through endpoints."

"Google Vertex AI is better for deployment, configuration, delivery, licensing, and integration compared to other AI platforms."

"Vertex comes with inbuilt integration with GCP for data storage."

"The most valuable feature we've found is the model garden, which allows us to deploy and use various models through the provided endpoints easily."

"The features I have found most valuable in Google Vertex AI are Gemini's large language models, which are currently among the best, and the vision tool of Gemini, which I consider quite good."

More Gemini Enterprise Agent Platform pros

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

"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."

"When I searched for internal information spread across different systems, Glean Platform did centralize and retrieve that data for me effectively, giving me eighty percent accuracy."

"Productivity has really skyrocketed."

"The major impact that I have noticed is how business users are now being impacted and they are using the platform because they understand it easily."

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

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

"Glean Platform offers excellent user interface design and integration capabilities with other platforms."

More Glean Platform pros

Cons

"I've noticed that using chat activity often presents a broader range of options and insights for a well-constructed question. Improving the knowledge base could be a key aspect for enhancement—expanding the information sources to enhance the generation process."

"The tool's documentation is not good. It is hard."

"Both major systems, Azure and Google, are not yet stabilized, especially their customer support."

"It would be beneficial to have certain features included in the future, such as image generators and text-to-speech solutions."

"The solution is stable, but it is quite slow. Maybe my data is too large, but I think that Google could improve Vertex AI's training time."

"Google Vertex AI is quite complex to navigate and to start services with, as I need to do a lot of iterations to finally activate the services, which is one major flaw, although it is powerful."

"It is not completely mature and needs some features and functions. The interface needs to be more user-friendly."

"Google can improve Google Vertex AI in terms of analysis and accuracy. When passing a very large context, instead of receiving vague responses, it would be better if the system could prompt users not to pass overly large prompts and provide clearer guidance on how to fine-tune Gemini for specific use cases."

More Gemini Enterprise Agent Platform cons

"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."

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

"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."

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

"Sometimes Glean Platform gets slowed down."

"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."

More Glean Platform cons

Pricing and Cost Advice

"The solution's pricing is moderate."

"The Versa AI offers attractive pricing. With this pricing structure, I can leverage various opportunities to bring value to my business. It's a positive aspect worth considering."

"I think almost every tool offers a decent discount. In terms of credits or other stuff, every cloud provider provides a good number of incentives to onboard new clients."

"The price structure is very clear"

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

10%

Manufacturing Company

10%

Computer Software Company

Comms Service Provider

Financial Services Firm

23%

Manufacturing Company

Outsourcing Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	4
Large Enterprise	7

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	8

Questions from the Community

What is your experience regarding pricing and costs for Google Vertex AI?

I purchased Google Vertex AI directly from Google, as we are a partner of Google. I would rate the pricing for Google Vertex AI as low; the price is affordable.

What needs improvement with Google Vertex AI?

Google Vertex AI is quite complex to navigate and to start services with, as I need to do a lot of iterations to finally activate the services, which is one major flaw, although it is powerful. To ...

What is your primary use case for Google Vertex AI?

Google Vertex AI has been utilized for Vertex Pipelines. I have not utilized the pre-trained APIs in Google Vertex AI, as our deployment is primarily on AWS, and we use API calls.

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.

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Product Reports

Gemini Enterprise Agent Platform

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Glean Platform

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Also Known As

Vertex, Google Vertex AI

Glean Work AI Platform

Overview

Gemini Enterprise Agent Platform offers advanced AI capabilities with large language and vision models, a seamless Google ecosystem integration, and low-code/no-code options, enhancing AI agent development, deployment, and monitoring.

Gemini Enterprise Agent Platform empowers businesses with its comprehensive AI development environment, focusing on generative and agentic AI applications. It streamlines tasks like chatbots, document summarization, and data workflows integration. Despite its complexity and high cost, it offers advantages in feature centralization, end-to-end integration, external analytics, and multi-model capabilities. Challenges include navigation issues, setup complexity, and documentation accessibility. Users wish for improved model efficiency, system integration, customer support, and a more user-friendly experience for non-technical users. The platform's potential in optimizing machine learning modules and managing fintech tasks makes it valuable for organizations seeking robust AI model management.

What are Gemini Enterprise Agent Platform's Key Features?

Large Language and Vision Models: Enhance AI capabilities across diverse applications.
Google Ecosystem Integration: Seamlessly integrates within Google's platforms.
Feature Store: Centralizes features for better team communication and model management.
Low-Code/No-Code Options: Facilitates AI development with minimal coding.
End-to-End Integration: Offers comprehensive tools for agent deployment and monitoring.

What Benefits and ROI Should Users Look For?

Feature Centralization: Streamlines communication and coordination across teams.
Integration Ease: Simple integration with existing systems enhances operational efficiency.
AI Optimization: Improves machine learning modules, reducing costs and boosting efficiency.
Advanced Language Analytics: Enables better data insights via keyword detection and document processing.

Gemini Enterprise Agent Platform finds application in industries focusing on generative AI and agentic tasks. Businesses use it for chatbots, document summarization, and fintech-related tasks, benefiting from its capabilities in handling large documents, keyword detection, and language analytics. Its ease of integration with current systems is a significant advantage for many organizations.

Google

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

Gemini Enterprise Agent Platform vs. Glean Platform