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Gemini Enterprise Agent Platform

Innovate, build, and deploy enterprise ready agents

Gemini Enterprise Agent Platform 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.

New customers get up to $300 in free credits to try Agent Platform and other Google Cloud products. 

Features

Build, scale, govern, and optimize enterprise grade AI agents

Agent Platform is our open and comprehensive platform that empowers businesses to rapidly build, scale, govern and optimize enterprise-grade agents grounded in your enterprise data. It provides the full-stack foundation and extensive developer choice you need to transform your applications and workflows into powerful agentic systems at global scale.

Agent-powered development and workflows

Now available through Agent Platform, Google Antigravity provides a centralized app to steer, customize, and orchestrate agents. You can deploy multiple agents to simultaneously execute entire workflows like product launches—automating the code generation for your website, on-brand asset creation, and customer email production. Download Antigravity and log in to the desktop application or Antigravity CLI using your standard Google Cloud credentials.

200+ Google and third-party AI models and tools

Choose from Google’s latest multimodal models like Gemini 3.7 Flash, third-party models like Anthropic's Claude Model Family, and open models like Gemma in Model Garden. You can also customize models to your use case with a variety of tuning options.

Our Model Evaluation service provides enterprise-grade tools for objective, data-driven assessment of generative AI models.

Open and integrated AI platform

Data scientists can move faster with Agent Platform tools for training, tuning, and deploying ML models.

Agent platform notebooks, including your choice of Colab Enterprise or Workbench, are natively integrated with BigQuery providing a single surface across all data and AI workloads.

Agent platform Training and Prediction help you reduce training time and deploy models to production easily with your choice of open source frameworks and optimized AI infrastructure.

MLOps for predictive and generative AI

Agent Platform provides purpose-built MLOps tools for data scientists and ML engineers to automate, standardize, and manage ML projects.

Modular tools help you collaborate across teams and improve models throughout the entire development lifecycle—identify the best model for a use case with Model Evaluation, orchestrate workflows with Pipelines, manage any model with Model Registry serve, share, and reuse ML features with Feature Store, and monitor models for input skew and drift.

How It Works

Agent Platform provides several options for agent building, model training and deployment:

  • Agent Platform enables you to build, scale, govern and optimize enterprise ready agents in one unified platform
  • Agent Studio gives you access to large generative AI models, including Gemini 3, so you can evaluate, tune, and deploy them for use in your AI-powered applications
  • Model Garden lets you discover, test, customize, and deploy in Agent Platform and select open-source (OSS) models and assets
  • Custom training gives you complete control over the training process, including using your preferred ML framework, writing your own training code, and choosing hyperparameter tuning options

Common Uses

Build and deploy AI agents

Unlock advanced AI capabilities with Agent Platform

Build production-ready generative AI agents and applications on a platform that scales with you. Our Agent Platform provides a secure environment for developing and deploying AI models and applications.

For developers, Agent Platform remains our advanced platform where you can build, customize, and fine-tune sophisticated agents using frameworks like the Agent Development Kit (ADK).

Generative AI UI in Vertex

Get started with this codelab and build your first AI application today

Unlock advanced AI capabilities with Agent Platform

Build production-ready generative AI agents and applications on a platform that scales with you. Our Agent Platform provides a secure environment for developing and deploying AI models and applications.

For developers, Agent Platform remains our advanced platform where you can build, customize, and fine-tune sophisticated agents using frameworks like the Agent Development Kit (ADK).

Generative AI UI in Vertex

Get started with this codelab and build your first AI application today

Build with Gemini models

Start building with Agent Studio

Use Agent Studio to design, test, and manage prompts for Gemini models using natural language, code, images, or video. Try sample prompts for extracting text from images, image mock up to HTML, and even generate answers about uploaded images or videos.

You can also start testing Gemini on Agent Platform with an API key.

Generative AI Model Garden dashboard view

Start building with Agent Studio

Use Agent Studio to design, test, and manage prompts for Gemini models using natural language, code, images, or video. Try sample prompts for extracting text from images, image mock up to HTML, and even generate answers about uploaded images or videos.

You can also start testing Gemini on Agent Platform with an API key.

Generative AI Model Garden dashboard view
Access Gemini models via the Gemini API in Agent Platform
View code samples for Python, JavaScript, Java, Go, and Curl
  • Python
  • JavaScript
  • Java
  • Go
  • Curl
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