Build and scale applications with 150+ foundation models and an open and integrated platform alongside enterprise ready data governance, privacy, and safety.
Stay at the forefront of AI-led innovation with models and tools powered by research from Google.
Get started and scale faster with foundation models on an open, integrated AI portfolio.
Build with infrastructure that is optimized for the scalability and cost effectiveness required for generative AI.
| Category | Capabilities | highlights |
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Generative AI models | Choose from Google's opinionated take on the world's best models across first-party, third-party, and open-source models. Our curated set of 150+ available models are best in class for their category, helping customers access highest performing foundation models that are best-suited for their business needs. |
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Customers remain in control of their data, and Google never uses customer data to train our models. Safety features and tools help ensure models don't output inappropriate content to users. |
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AI platform | Customize model behavior with specific domain or company expertise, using a robust set of tuning tools to augment training knowledge and even adjust model weights when required. |
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Vertex AI Extensions let developers link models to external APIs for transactions and other actions, retrieve data from outside sources, or call functions in codebases. |
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Improve the accuracy and relevance of model answers using your enterprise’s own data, and using citations to understand the source of its responses. Build custom retrieval-augmented generation (RAG) solutions with your choice of vector database and high quality embeddings. |
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Vertex AI 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. |
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Purpose-built tools help data scientists and ML engineers automate, standardize, and manage ML projects. Generative AI specific capabilities, including model evaluation techniques like automatic side-by-side, large model reusable pipeline components, and distillation fulfill the needs of large models. |
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Vertex AI Notebooks provide a unified interface for data analysis and AI development to kickstart AI-powered projects across various tasks and modalities. Choose from Colab Enterprise or Vertex AI Workbench, with access to every capability in Vertex AI Platform. |
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Vertex AI Agent Builder | Vertex AI Agent Builder enables developers to easily build and deploy enterprise-ready generative AI experiences. It provides the convenience of a no code agent builder console alongside powerful grounding, orchestration, and customization capabilities. With Vertex AI Agent Builder developers can quickly create a range of generative AI agents and applications grounded in Google Search or their organization’s data. |
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AI solutions | Transform your contact center with AI technology. Increase operational efficiency and personalized customer care from the first “Hello.” |
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Improve your operational efficiency by bringing AI-powered document understanding to unstructured data workflows across a variety of document formats. |
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Detect suspicious, potential money laundering activity faster and more precisely with AI. |
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Power your ecommerce with Google-quality search, browse, and recommendations, helping to increase conversions and reduce search abandonment. |
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The Vertex AI portfolio
Choose from Google's opinionated take on the world's best models across first-party, third-party, and open-source models. Our curated set of 150+ available models are best in class for their category, helping customers access highest performing foundation models that are best-suited for their business needs.
Multiple modalities to match every use case
Multiple model sizes to match cost and efficacy needs
Domain-specific models for specialized industries
Enterprise ready with safety, security, and responsibility
Customize model behavior with specific domain or company expertise, using a robust set of tuning tools to augment training knowledge and even adjust model weights when required.
Prompt design: Tune with simple text prompts
Adapter tuning, including Low Rank Adaptation (LoRA)
Vertex AI Agent Builder enables developers to easily build and deploy enterprise-ready generative AI experiences. It provides the convenience of a no code agent builder console alongside powerful grounding, orchestration, and customization capabilities. With Vertex AI Agent Builder developers can quickly create a range of generative AI agents and applications grounded in Google Search or their organization’s data.
Use a single platform for varying development needs—from simple to advanced
Create personalized multi-modal and multi-turn experiences
Enable transactions and connect data across your applications
Ground responses in enterprise data and maintain full control
Transform your contact center with AI technology. Increase operational efficiency and personalized customer care from the first “Hello.”
Free human agents to focus on more difficult and specialized calls
Enable natural interactions with virtual agents
Empower your teams with actionable insights
Accelerate the path to production with AI that adheres to data privacy, security, and responsible AI practices.
With Google Cloud, your data is your data. Input prompts, model outputs, and training data are all intellectual property (IP) belonging to you — and only you.
Retain full control over data, code, and IP with built-in features to address key concerns, such as IP protection, security and compliance, safety and responsibility, and reliability. These include specific security and compliance controls for generative AI.
We offer generative AI indemnification for training data and generated output. If you are challenged on copyright grounds for training data or generated output, we will assume responsibility for the potential legal risks involved.
Google is guided by our AI principles. We extend this governance to customers by offering a comprehensive suite of responsible generative AI tools for model evaluation, bias evaluation, content moderation, recitation checks, and more.
See how our customers are implementing generative AI to transform their businesses.
The accuracy of Google Cloud's generative AI solution and practicality of the Vertex AI Platform gives us the confidence we needed to implement this cutting-edge technology into the heart of our business and achieve our long-term goal of a zero-minute response time.
Abdol Moabery, CEO of GA Telesis
At Google Cloud, we believe the future of AI will be open. Our broad ecosystem of partners provides you choice while maximizing opportunities for innovation.
We're ready to help you along your AI transformation journey. A Google Cloud expert can help you find the best solution.
