Vertex AI

Vertex AI is an innovative tool that allows you to harness the power of generative AI to build, customize, and deploy AI solutions for your business needs. With a wide variety of features and an easy-to-use platform, Vertex AI can accelerate your development process and reduce training time and costs. Let's take a closer look at how it works and some of its common uses.

Features

• Generative AI models and tools: Choose from a wide range of models in Model Garden, including first-party, third-party, and open source models. Customize these models to fit your specific use case with a variety of tuning options for Google's text, image, or code models.
• Open and integrated AI platform: Vertex AI Platform provides tools for training, tuning, and deploying ML models. It includes natively integrated Vertex AI notebooks with BigQuery, offering a single surface across all data and AI workloads.
• MLOps for predictive and generative AI: Purpose-built MLOps tools help you automate, standardize, and manage ML projects. This includes modular tools for collaboration, workflow orchestration, model management, feature storage, and model monitoring.

How It Works

Built on Google’s AI research and infrastructure, Vertex AI allows data scientists and ML engineers to utilize generative AI models and tools to prototype, customize, and integrate models into applications. With built-in MLOps tools, developers can automate and manage ML projects, and with the Vertex AI Platform, it's easier to streamline training, tuning, and deploying ML models.

Common Uses

• Build with generative AI: Rapidly prototype and customize your generative AI models for various use cases.
• Extract, summarize, and classify data: Utilize generative AI tools to extract, summarize, and classify data at scale.
• Train custom ML models: Train and tune ML models on a single platform and deploy them to production with ease.
• Train models with minimal ML expertise: With the Vertex AI Platform, it's easier for data scientists to move faster with tools for training, tuning, and deploying ML models.
• Deploy a model for production use: Reduce training time and costs and deploy models to production easily with Vertex AI Training and Prediction.

Vertex AI offers an easy orchestration layer, abstracting away complexity and providing enterprise-ready data privacy and controls, enabling developers to build and deploy generative AI-powered search and chat applications efficiently and responsibly.

Pricing

While exact pricing will vary depending on specific usage, new customers can get $300 in free credits to spend on Vertex AI. Contact sales for more details on pricing to suit your business needs.

Business Case

Vertex AI is an all-in-one solution for businesses looking to innovate faster with enterprise-ready generative AI. From AI solutions, to Search and Conversation, to 100+ foundation models, to a unified AI platform, Vertex AI offers everything you need to build and use generative AI effectively. With its comprehensive features and easy-to-use platform, Vertex AI can be a game-changer for your business, enabling you to accelerate development, reduce costs, and deploy AI solutions faster and more efficiently.

Pros

• Comprehensive generative AI models and tools
• Open and integrated AI platform
• MLOps tools for automation and management
• Easy orchestration layer for building and deploying search and chat applications
• Enterprise-ready data privacy and controls
• $300 in free credits for new customers

Cons

• Specific pricing details may vary and should be discussed with sales
• Requires some expertise in AI and ML for optimal usage

Vertex AI is a powerful tool for businesses looking to leverage the capabilities of generative AI to innovate faster and deploy AI solutions with confidence. If you're eager to take your AI development to the next level, consider giving Vertex AI a try. With its free credits for new customers and enterprise-ready features, it might just be the tool you've been looking for.