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What is helps you create, test, and deploy data products and applications on Snowflake, the data cloud platform. It aims to bring the speed and agility of DevOps and CI/CD to data platforms, such as the ability to accurately develop, branch, and deploy both code and data. provides specialized capabilities ranging from data ingestion, data quality, and data transformation to data observability and governance, all through a single data product platform. It optimizes the development and execution of data pipelines by reducing the time it takes to build a data pipeline, accelerating building environments, generating high-quality datasets, and thus achieving reliable and predictable data delivery.

Platform overview offers Operate, a fully managed data product platform. This platform provides a scalable environment for organizations to create, deploy, and operate data-driven applications, eliminating the complexities of infrastructure management.

high-level overview !!shadow!!

This data product platform offers:

  • Automation to manage Snowflake Infrastructure as Code across all environments, e.g., DEV > QA > PROD
  • Orchestration to orchestrate all critical components of your modern data platform, from your ingestion tool to your data catalog
  • Unified Observability to understand, manage, and operate on metadata of your datasets, pipelines, and infrastructure
  • Federated Governance to consistently bring all the foundational layers to all your data engineering teams
  • Unified Developer Experience to bring a top-notch developer experience to all your data engineering work

Your DataOps implementation

Using the data product platform, you can build a more efficient system that maintains higher data quality, enhanced speed, better governance, and more reliable response to errors.

The platform comprises many applications providing specialized capabilities ranging from data ingestion, data quality, and data transformation to data observability and governance. Orchestrators are your building blocks to orchestrate all your applications to create high-value data products.

With, you can:

  • Move your source of truth to Git
  • Build and rebuild your data platforms from the Git repository in minutes
  • Clone complete data environments in seconds
  • Create feature branches of the code and the data platform for every new feature
  • Develop new features faster and in parallel
  • Reduce errors with automated testing
  • Increase productivity
  • Track every change ever made

Getting started with

So what's next? To start learning by doing:

  1. Familiarize yourself with the platform
  2. Create your first project
  3. Set up your DataOps execution environment
  4. Set up your Snowflake account

To learn more about, see What to Read Next.

To learn more about how protects your data, see Security and Privacy.