AI and machine learning products
Innovative AI and machine learning products, solutions, and services powered by Google’s research and technology. New customers get $300 in free credits to run, test, and deploy workloads.
Products, solutions, and services
Use Case | Products and solutions | Good for |
---|---|---|
Generative AI |
Generative AI on Vertex AI
A Vertex AI tool for rapidly prototyping and testing
generative AI models. Test sample prompts, design your
own prompts, and customize foundation models and LLMs
to handle tasks that meet your application's needs.
|
|
Vertex AI Search and Conversation
Provides step-by-step orchestration of enterprise
search and conversational applications with pre-built
workflows for common tasks like onboarding, data
ingestion, and customization, making it easy for
developers to set up and deploy their apps. |
|
|
Generative AI Document Summarization
The one-click solution establishes a pipeline that
extracts text from PDFs, creates a summary from the
extracted text with Vertex AI Generative AI Studio,
and stores the searchable summary in a BigQuery
database. |
|
|
Machine learning and MLOPs |
Vertex AI Platform
A single platform for data scientists and engineers
to create, train, test, monitor, tune, and deploy ML
and AI models. Choose from 80+ models in Vertex's
Model Garden,
including Palm 2 and open source models like Stable
Diffusion, BERT, T-5. |
|
Vertex AI Notebooks
Choose from
Colab Enterprise
or
Vertex AI Workbench.
Access every capability in Vertex AI Platform to work
across the entire data science workflow—from data
exploration to prototype to production. |
|
|
AutoML
Train high-quality custom machine learning models
with minimal effort and machine learning expertise.
|
|
|
Speech, text, and language APIs |
Natural Language AI
Derive insights from unstructured text using Google
machine
learning.
|
|
Speech-to-Text
Accurately convert speech into text using an API
powered by Google's AI technologies. |
|
|
Text-to-Speech
Convert text into natural-sounding speech using a
Google AI powered
API.
|
|
|
Translation AI
Make your content and apps multilingual with fast,
dynamic machine translation. |
|
|
Image and video APIs |
Vision AI
Derive insights from your images in the cloud or at
the edge with AutoML Vision or use pre-trained Vision
API models to detect objects, understand text, and
more. |
|
Video AI
Enable powerful content discovery and engaging video
experiences. |
|
|
Document and data APIs |
Document AI
Document AI includes pre-trained models for data
extraction,
Document AI Workbench
to create new custom models or uptrain existing ones,
and
Document AI Warehouse
to search and store documents. |
|
AI assistance and conversational AI |
Dialogflow
Conversational AI platform with both intent-based and
generative AI LLM capabilities for building natural,
rich conversational experiences into mobile and web
applications, smart devices, bots, interactive voice
response systems, popular messaging platforms and
more. Features a visual builder to create, build and
manage virtual agents. |
|
Contact Center AI
Transform your contact center with AI
technology (Dialogflow CX,
Agent Assist,
and
CCAI Insights).
Increase operational efficiency and personalized
customer care. CCAI is both an end-to-end CCaaS
solution with its own call center solution
(CCAI Platform)
and as set of Google AI services for contact center
use cases that can work with 3rd party call center
solutions |
|
|
Duet AI for Google Cloud
Duet AI offers code recommendations in real time,
suggests full function and code blocks, and identifies
vulnerabilities and errors in the code—while
suggesting fixes. Assistance can be accessed via a
chat interface, Cloud Shell Editor, or Cloud Code IDE
extensions for VSCode and JetBrains IDEs. |
|
|
AI Infrastructure |
TPUs, GPUs, and CPUs
Hardware for every type of AI workload from our
partners, like NVIDIA, Intel, AMD, Arm and more, We
provide customers with the widest range of
AI-optimized compute options across
TPUs, GPUs, and CPUs for
training and serving the most data-intensive
models. |
|
Consulting service |
AI Readiness Program
Our AI Readiness Program is a 2-3 week engagement
designed to accelerate value realization from your AI
efforts. Our experts will work with you to understand
your business objectives, benchmark your AI
capabilities, and provide tailored
recommendations for your needs. See our entire
consulting portfolio
or
contact sales
to get started. |
|
Generative AI on Vertex AI
A Vertex AI tool for rapidly prototyping and testing
generative AI models. Test sample prompts, design your
own prompts, and customize foundation models and LLMs to
handle tasks that meet your application's needs.
-
Prompt design and tuning with an easy-to-use interface
-
Code completion and generation with Codey
-
Generating and customizing images with Imagen
-
Universal speech models
Vertex AI Search and Conversation
Provides step-by-step orchestration of enterprise
search and conversational applications with pre-built
workflows for common tasks like onboarding, data
ingestion, and customization, making it easy for
developers to set up and deploy their apps.
-
Building a Google-quality search app on your own data
-
Building multimodal apps that can respond with text, images, and other media
-
Generative AI-powered summarization
Generative AI Document Summarization
The one-click solution establishes a pipeline that
extracts text from PDFs, creates a summary from the
extracted text with Vertex AI Generative AI Studio, and
stores the searchable summary in a BigQuery database.
-
Process and summarize large documents using Vertex AI LLMs
-
Deploy an application that orchestrates the documentation summarization process
-
Trigger the pipeline with a PDF upload and view a generated summary
Vertex AI Platform
A single platform for data scientists and engineers to
create, train, test, monitor, tune, and deploy ML and AI
models. Choose from 80+ models in Vertex's
Model Garden,
including Palm 2 and open source models like Stable
Diffusion, BERT, T-5.
-
Custom ML training
-
Training models with minimal ML expertise
-
Testing, monitoring, and tuning ML models
-
Deploying 100+ models including multimodal and foundation models like Palm 2
Vertex AI Notebooks
Choose from
Colab Enterprise
or
Vertex AI Workbench.
Access every capability in Vertex AI Platform to work
across the entire data science workflow—from data
exploration to prototype to production.
-
Data scientist workflows
-
Rapid prototyping and model development
-
Developing and deploying AI solutions on Vertex AI with minimal transition
AutoML
Train high-quality custom machine learning models with
minimal effort and machine learning expertise.
-
Building custom machine learning models in minutes with minimal expertise
-
Training models specific to your business needs
Natural Language AI
Derive insights from unstructured text using Google
machine
learning.
-
Applying natural language understanding to apps with the Natural Language API
-
Training your open ML models to classify, extract, and detect sentiment
Speech-to-Text
Accurately convert speech into text using an API
powered by Google's AI technologies.
-
Automatic speech recognition
-
Real-time transcription
-
Enhanced phone call models in Google Contact Center AI
Text-to-Speech
Convert text into natural-sounding speech using a
Google AI powered
API.
-
Improving customer interactions
-
Voice user interface in devices and applications
-
Personalized communication
Translation AI
Make your content and apps multilingual with fast,
dynamic machine translation.
-
Real-time translation
-
Compelling localization of your content
-
Internationalizing your products
Vision AI
Derive insights from your images in the cloud or at the
edge with AutoML Vision or use pre-trained Vision API
models to detect objects, understand text, and more.
-
Accurately predicting and understanding images with ML
-
Training ML models to classify images by custom labels using AutoML Vision
Video AI
Enable powerful content discovery and engaging video
experiences.
-
Extracting rich metadata at the video, shot, or frame level
-
Custom entity labels with AutoML Video Intelligence
Document AI
Document AI includes pre-trained models for data
extraction,
Document AI Workbench
to create new custom models or uptrain existing ones,
and
Document AI Warehouse
to search and store documents.
-
Extracting, classifying, and splitting data from documents
-
Reducing manual document processing and minimizing setup costs
-
Gaining insights from document data
Dialogflow
Conversational AI platform with both intent-based and
generative AI LLM capabilities for building natural,
rich conversational experiences into mobile and web
applications, smart devices, bots, interactive voice
response systems, popular messaging platforms and more.
Features a visual builder to create, build and manage
virtual agents.
-
Natural interactions for complex multi-turn conversations
-
Building and deploying advanced agents quickly
-
Enterprise-grade scalability
-
Building a chatbot based on a website or collection of documents
Contact Center AI
Transform your contact center with AI
technology (Dialogflow CX,
Agent Assist,
and
CCAI Insights).
Increase operational efficiency and personalized
customer care. CCAI is both an end-to-end CCaaS
solution with its own call center solution
(CCAI Platform)
and as set of Google AI services for contact center use
cases that can work with 3rd party call center solutions
-
Creating advanced virtual agents in minutes that smoothly switch between topics
-
Real-time, step-by-step assistance for human agents
-
Multichannel communications between customers and agents
Duet AI for Google Cloud
Duet AI offers code recommendations in real time,
suggests full function and code blocks, and identifies
vulnerabilities and errors in the code—while suggesting
fixes. Assistance can be accessed via a chat interface,
Cloud Shell Editor, or Cloud Code IDE extensions for
VSCode and JetBrains IDEs.
-
Code assistance for Go, Java, Javascript, Python, and SQL
-
SQL completions, query generation, and summarization using natural language
-
Suggestions to structure, modify, or query your data during database migration
-
Identify and troubleshoot errors using natural language
TPUs, GPUs, and CPUs
Hardware for every type of AI workload from our
partners, like NVIDIA, Intel, AMD, Arm and more, We
provide customers with the widest range of AI-optimized
compute options across
TPUs, GPUs, and CPUs for
training and serving the most data-intensive
models.
-
AI Accelerators for every use case from high performance training to inference
-
Accelerating specific workloads on your VMs
-
Speeding up compute jobs like machine learning and HPC
AI Readiness Program
Our AI Readiness Program is a 2-3 week engagement
designed to accelerate value realization from your AI
efforts. Our experts will work with you to understand
your business objectives, benchmark your AI
capabilities, and provide tailored recommendations
for your needs. See our entire
consulting portfolio
or
contact sales
to get started.
-
AI value benchmarking and capability assessment
-
Readout and recommendations
-
AI planning and roadmapping
Ready to start building with AI?
Learn from our customers
See how developers and data scientists are using our tools to leverage the power of AI
Cloud AI products comply with our SLA policies. They may offer different latency or availability guarantees from other Google Cloud services.