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Google

Gemini Enterprise Agent Platform

Composite Score

8.8 /10

CX Score

9.1 /10

113 Reviews Write a Review

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What is Gemini Enterprise Agent Platform?

Gemini Enterprise Agent Platform (Powered by Vertex AI) is Google Cloud's comprehensive platform for developers to build, scale, govern and optimize agents. It's a single destination for technical teams to build agents that can transform enterprise applications and workflows into powerful agentic systems.

Company Details

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Awards & Recognition

Gemini Enterprise Agent Platform won the following awards in the Machine Learning Platforms category

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2025 Emotional Footprint Champion

Latest Award, 2025

2025 Data Quadrant Champion

2025

0 Top Rated Capabilities

1 Top Rated Features

2025

2024 Emotional Footprint Champion

2024

Service Experience

2024

2024 Data Quadrant Champion

2024

1 Top Rated Capabilities

4 Top Rated Features

2024

2023 Emotional Footprint Champion

2023

Strategy and Innovation
Service Experience
Contract Negotiation

2023

2023 Data Quadrant Champion

2023

5 Top Rated Capabilities

11 Top Rated Features

2023

Service Experience

2022

3 Top Rated Capabilities

9 Top Rated Features

2022

Gemini Enterprise Agent Platform Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on Gemini Enterprise Agent Platform.

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

89 Likeliness to Recommend

97 Plan to Renew

1
Since last award

81 Satisfaction of Cost Relative to Value

1
Since last award

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Emotional Footprint Overview

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

+94 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love Gemini Enterprise Agent Platform?

2% Negative

4% Neutral

94% Positive

Pros

Respectful
Efficient Service
Reliable
Unique Features

Feature Ratings

Average 82

Model Training

Pre-Packaged AI/ML Services

Feature Engineering

Openness and Flexibility

Model Tuning

Explainability

Model Monitoring and Management

Algorithm Diversity

Data Ingestion

Data Labeling

Data Exploration and Visualization

Vendor Capability Ratings

Average 80

Ease of Customization

Quality of Features

Ease of Implementation

Ease of Data Integration

Breadth of Features

Availability and Quality of Training

Business Value Created

Ease of IT Administration

Vendor Support

Product Strategy and Rate of Improvement

Usability and Intuitiveness

Gemini Enterprise Agent Platform Reviews

Vaibhav B.

Role: Industry Specific Role
Industry: Biotechnology
Involvement: IT Development, Integration, and Administration

Validated Review

Verified Reviewer

Submitted Oct 2023

Model tuning could never be this simple!

Likeliness to Recommend

10 /10

What differentiates Gemini Enterprise Agent Platform from other similar products?

Generative AI development is really simple! Tuning is much simpler on this platform than others!

What is your favorite aspect of this product?

Mode tuning is fairly simple and user friendly!

What do you dislike most about this product?

UI/UX is a bit complex.

What recommendations would you give to someone considering this product?

Do try it! It’s much easier to use than other services!

Pros

Unique Features
Effective Service
Fair
Altruistic

Harsh G.

Role: Information Technology
Industry: Media
Involvement: End User of Application

Validated Review

Verified Reviewer

Submitted Aug 2023

Best platform for all AI/ML needs!!

Likeliness to Recommend

9 /10

What differentiates Gemini Enterprise Agent Platform from other similar products?

Vertex AI is a one stop solution for all the AI and ML needs. Being is google cloud platform it is a complete solution which helps you starting from data exploration, feature selection, model creation, training and evaluation. We can also put the model in production and track it on ongoing basis. Also model garden can be used for creating Generative AI solutions

What is your favorite aspect of this product?

Its a solution that helps in all the data science and analytical needs. It has an easy to use interface where we can code in multiple languages and connect to github too. We can perform all the stages of model building in a single place and it provides the latest features and capabilities to be ahead in AI and ML field

What do you dislike most about this product?

There are times the vertex ai doesn’t load and the cluster keeps on detaching. Cost might also be an issue for smaller organisations. But for the features it offers its great.

What recommendations would you give to someone considering this product?

Would definitely recommend to anyone who wants to have a comprehensive platform for enabling AI ML capabilities.

Pros

Performance Enhancing
Enables Productivity
Saves Time
Helps Innovate

Role: Information Technology
Industry: Engineering
Involvement: End User of Application

Validated Review

Anonymous Reviewer

Submitted Aug 2023

Review for Google Cloud Vertex AI

Likeliness to Recommend

8 /10

Pros

Inspires Innovation
Caring
Respectful
Friendly Negotiation

Cons

Less Productive
Charges for Enhancements

Gemini Enterprise Agent Platform

What is Gemini Enterprise Agent Platform?

Company Details

Need Assistance?

Awards & Recognition

2025 Emotional Footprint Champion

2025 Data Quadrant Champion

2024 Emotional Footprint Champion

2024 Data Quadrant Champion

2023 Emotional Footprint Champion

2023 Data Quadrant Champion

Gemini Enterprise Agent Platform Ratings

89 Likeliness to Recommend

97 Plan to Renew

1 Since last award

81 Satisfaction of Cost Relative to Value

1 Since last award

Emotional Footprint Overview

+94 Net Emotional Footprint

How much do users love Gemini Enterprise Agent Platform?

Pros

Feature Ratings Average rating of all product features, some of which may not be shown below

Model Training Ability to train a model with a range of data sets that you provide.

Pre-Packaged AI/ML Services Pre-trained models and associated resources, e.g., for forecasting, recommendations, image and video analysis, NLP, voice, etc.

Feature Engineering Ability to extract and build features from raw data.

Openness and Flexibility Integration with open-source and 3P resources (languages, frameworks, libraries, etc.)

Model Tuning Ability to fine-tune models based on monitoring feedback within the platform.

Explainability Ability to explain/ visualize the model.

Model Monitoring and Management Ability to monitor model use and performance in production, incl. identifying models for refresh and/or replacement.

Algorithm Diversity Provides multiple diverse ready-to-use machine learning algorithms out-of-the-box.

Data Ingestion Ability to access data from various sources on-prem and in the cloud and of various type: structured, unstructured, and semi-structured, real-time, etc.

Data Labeling Ability to annotate/label data to create a training data set.

Data Exploration and Visualization Ability to visually manipulate, interact with, and explore data, and perform basic descriptive statistics and pattern detection.

Vendor Capability Ratings Average rating of all vendor capabilities, some of which may not be shown below

Ease of Customization Don't get bogged down in a difficult customization; use this data to make sure you can easily achieve the functionality you need for your particular situation.

Quality of Features Feature quality is just as important as quantity. Use this data to determine if this product will do what you're purchasing it to do, easily, intuitively, reliably, and effectively.

Ease of Implementation Successfully implementing new software is necessary to realize its full value and promote end user adoption. This data indicates whether or not the product is easy to implement.

Ease of Data Integration Use this data to determine whether the product will cause headaches or make data integration easy.

Breadth of Features Users prefer feature rich software that enables them to perform diverse series of tasks. This data expresses user satisfaction with the product's breadth of features.

Availability and Quality of Training Effective and readily available training enables users to get the most out of the software you've chosen. Use this section to make sure your vendor's training programs and materials measure up.

Business Value Created Software needs to create value for employees, customers, partners, and, ultimately, shareholders. This data expresses user satisfaction - or lack thereof - with the product's business value.

Ease of IT Administration This data indicates whether IT personnel will be able to resolve issues and perform configurations efficiently and effectively.

Vendor Support The importance of vendor support will vary for each organization depending on internal capabilities, but there will always be issues that only the vendor can resolve.

Product Strategy and Rate of Improvement Vendors who don't stay on top of emerging needs and trends won't enable you to meet your business goals. Use this data to separate innovators from imposters.

Usability and Intuitiveness End user learning curves cost the organization money. Pay attention to your end users' technical ability to determine how important UX is in your purchase.

Gemini Enterprise Agent Platform Reviews

Vaibhav B.

Model tuning could never be this simple!

Likeliness to Recommend

Pros

Harsh G.

Best platform for all AI/ML needs!!

Likeliness to Recommend

Pros

Review for Google Cloud Vertex AI

Likeliness to Recommend

Pros

Cons

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Feature Ratings

Model Training

Pre-Packaged AI/ML Services

Feature Engineering

Openness and Flexibility

Model Tuning

Explainability

Model Monitoring and Management

Algorithm Diversity

Data Ingestion

Data Labeling

Data Exploration and Visualization

Vendor Capability Ratings

Ease of Customization

Quality of Features

Ease of Implementation

Ease of Data Integration

Breadth of Features

Availability and Quality of Training

Business Value Created

Ease of IT Administration

Vendor Support

Product Strategy and Rate of Improvement

Usability and Intuitiveness