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Unlock the Power of Data with IBM watsonx.data on-prem
Seamlessly govern and serve your models with an on-prem solution optimized for reliability and performance.
Enhanced query optimization with a new optimizer dashboard for superior performance.Comprehensive integration capabilities that support major data sources and secure management features.Flexible deployment options cater to organizations requiring stringent data residency and governance.
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overview
What is IBM watsonx.data on-prem?
IBM watsonx.data on-prem is a robust solution that supports model serving and governance within your own infrastructure. With containerized software architecture, it is designed for enterprises that need strict control over their data management.
- Tailored for enterprises embracing generative AI and machine learning.
- Unifies data from various sources for a comprehensive analytics environment.
- Facilitates compliance with enhanced governance tools.
features
Key Features of watsonx.data on-prem
watsonx.data on-prem is equipped with powerful features designed to streamline data handling and enhance user experience. From query optimization to extensive integration options, it offers solutions that meet the needs of today’s data-driven enterprises.
- New optimizer dashboard for improved query performance.
- Support for a wide range of data sources including Db2, MySQL, and Snowflake.
- Advanced privilege management using HashiCorp Vault.
use_cases
Ideal Use Cases
watsonx.data on-prem is specially designed for data-driven enterprises and IT teams looking to harness the power of AI and machine learning. It supports optimal hybrid deployment and facilitates effective governance for sensitive data.
- Automated governance for streamlined oversight.
- Multi-engine analytics for diverse data needs including Presto and Spark.
- Operational insights through enhanced monitoring tools.
Frequently Asked Questions
What are the benefits of using IBM watsonx.data on-prem?
IBM watsonx.data on-prem provides enhanced performance, granular governance, and the flexibility of on-prem deployment, making it ideal for organizations with strict data residency requirements.
How does watsonx.data ensure data security?
watsonx.data includes advanced security features such as integration with HashiCorp Vault for privilege and secret management, ensuring that your data remains protected.
Can I integrate watsonx.data with my existing data sources?
Yes, watsonx.data supports integration with major data sources such as Db2, Oracle, and PostgreSQL, facilitating seamless data ingestion and processing.