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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

Iyer A.

Role: Sales Marketing
Industry: Transportation
Involvement: Business Leader or Manager

Validated Review

Verified Reviewer

Submitted Mar 2024

Seamless Implementation, Medium Cost.

Likeliness to Recommend

8 /10

What differentiates Gemini Enterprise Agent Platform from other similar products?

The main fact that google operates this means customer service, general guides, are all available at the drop of a hat. It was very easy for us to integrate this as the google suite employs many of our daily software anyway. Wide variety of inputs are acceptable. wide variety of AI models as well. Significantly faster process than other products tried.

What is your favorite aspect of this product?

The speed of setup, and time to a finished result was almost 50% less time consumed.

What do you dislike most about this product?

The price tag is a bit much.

What recommendations would you give to someone considering this product?

If you have unlimited budget, and only a light understanding of the services needed, this is a GREAT first choice.

Pros

Reliable
Enables Productivity
Trustworthy
Efficient Service

Abhiraj B.

Role: Student Academic
Industry: Engineering
Involvement: End User of Application

Validated Review

Verified Reviewer

Submitted Mar 2024

Excellent Tool :

Likeliness to Recommend

10 /10

What differentiates Gemini Enterprise Agent Platform from other similar products?

Google Cloud Vertex AI stands apart from others for its versatility and ease of integration with other google technologies, like GC Bucket or Big Query along with this AI

What is your favorite aspect of this product?

My favourite aspect of this product is its pre trained models and ample examples available for learning purposes..

What do you dislike most about this product?

Restarting a kernel is a problematic issue. Often causes problems in the notebook.

What recommendations would you give to someone considering this product?

Definitely worth investing in if you have priorities in streamlining certain jobs, or seamlessly analysing data using existing AI Models.

Pros

Helps Innovate
Reliable
Enables Productivity
Trustworthy

Swastik P.

Role: Student Academic
Industry: Engineering
Involvement: Initial Implementation

Validated Review

Verified Reviewer

Submitted Mar 2024

Great features for machine learning. Easy to use!

Likeliness to Recommend

8 /10

What differentiates Gemini Enterprise Agent Platform from other similar products?

It's user friendly-ness and how easy it is to maneuver across it.

What is your favorite aspect of this product?

It generates n number of ML models so we can choose any which we like

What do you dislike most about this product?

It's price.

What recommendations would you give to someone considering this product?

It's very easy to go about, I'll recommend that person to visit each and every feature first.

Pros

Transparent
Caring
Respectful
Client Friendly Policies

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

Iyer A.

Seamless Implementation, Medium Cost.

Likeliness to Recommend

Pros

Abhiraj B.

Excellent Tool :

Likeliness to Recommend

Pros

Swastik P.

Great features for machine learning. Easy to use!

Likeliness to Recommend

Pros

Most Popular Gemini Enterprise Agent Platform Comparisons

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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