Vertex AI

Build, deploy, and scale machine learning models faster with a unified AI platform for every ML workflow.

Vertex AI Platform

Key Features

End-to-End ML Platform

A unified platform for the entire machine learning workflow, from data preparation to model deployment and monitoring.

AutoML Capabilities

Build high-quality models with minimal ML expertise using automated machine learning tools.

Model Monitoring

Continuously monitor model performance and detect drift to ensure optimal results.

Platform Components

Data Preparation

Tools for data ingestion, transformation, and feature engineering to prepare your data for ML.

  • Feature Store for centralized repository of ML features
  • Data Labeling tools for supervised learning
  • Automatic data validation and anomaly detection
Data Preparation
Model Training

Model Training

Flexible options for training machine learning models, from AutoML to custom training.

  • AutoML for training high-quality models with minimal ML expertise
  • Custom Training with full control over model architecture
  • Distributed Training across multiple machines for faster results

Model Deployment

Deploy models to production with scalable, secure, and high-performance infrastructure.

  • Online Prediction for low-latency, real-time applications
  • Batch Prediction for processing large volumes of data
  • Model Registry for versioning and managing models
Model Deployment

Use Cases

Document AI

Extract insights from documents using computer vision and natural language processing to automate document processing workflows.

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Customer Experience

Build intelligent chatbots, recommendation systems, and personalization engines to enhance customer interactions.

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Supply Chain Optimization

Forecast demand, optimize inventory, and detect anomalies in your supply chain to improve efficiency and reduce costs.

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Pricing

Flexible pricing options to fit your needs and budget.

Training
$0.10 / hour / CPU
  • CPU: $0.10 per hour per CPU
  • GPU: $2.00 per hour per GPU
  • TPU: $4.50 per hour per TPU
  • Free tier: 12 hours per month
Prediction
$0.05 / 1K predictions
  • Online: $0.05 per 1,000 predictions
  • Batch: $0.10 per node hour
  • GPU: Additional $1.00 per hour per GPU
  • Free tier: 1,000 predictions per month
AutoML
$20.00 / hour
  • Training: $20.00 per hour
  • Prediction: Same as standard prediction
  • Data labeling: $0.10 per label
  • Free tier: 1 hour of training per month

Additional charges apply for data storage, data processing, and network usage.

View full pricing details

Ready to get started?

Sign up for a free account and get $300 in credits to explore Vertex AI Platform.