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Connect existing data with new data in minutes, unlocking valuable and trusted insights without the expense and complexity of governing, duplicating, and moving data. Users can explore and transform data using familiar SQL. Watsonx.data also integrates with a comprehensive ecosystem of IBM and third-party technologies, simplifying the development and deployment of your analytics workloads while maximizing the value of your existing data investments. Available through SaaS on IBM Cloud and Amazon Web Services, or as containerized software, Watsonx.data allows for seamless deployment across any cloud or on-premises environment in minutes, thanks to workload portability via Red Hat OpenShift.
Openness promotes collaboration and enhances data integrity while addressing security risks by reducing the number of data copies needed for various users and tools. Fewer copies translate to less software, lower hardware requirements, and reduced storage costs. With watsonx.data, you can access all your data across both databases and data lakes. Share large volumes of data using open table formats such as Apache Iceberg, which are optimized for high-performance analytics and large-scale processing. It supports multiple open formats for analytic datasets, allowing different engines to access and share the same data simultaneously with tools like Parquet, Avro, and Apache ORC. Rely on watsonx.data to manage metadata across multiple query engines, utilizing a single copy of data for all analytics and AI workloads.
No single analytics engine can meet all the diverse demands of various analytics needs. Addressing this wide range of requirements necessitates the use of multiple analytics engines.
By optimizing your data warehouse workloads, you can potentially cut data warehouse costs by up to 50% through the use of cost-effective object storage and specialized query engines. For instance, Presto is tailored for business intelligence (BI) workloads, while Spark is designed for machine learning and data science (ML/DS) tasks. Both engines can automatically scale up or down based on your needs. With just a few clicks, you can easily integrate a new query engine to meet your specific price-performance criteria.
Reliable and well-governed data is crucial for ensuring the accuracy and effectiveness of AI applications. Preparing data for AI often involves creating vectorized embeddings, which facilitate rapid, low-latency queries and enable the effective use of extensive enterprise data for generative AI and retrieval-augmented generation (RAG) at scale.
Watsonx.data integrates Milvus vector databases, allowing you to store and query vectorized embeddings specifically for RAG scenarios. This integration ensures that AI applications are based on trustworthy data, enhancing both the relevance and accuracy of the results.
When managing data for analytics and AI, many enterprises rely on a mix of data warehouses and data lakes, both on-premises and in the cloud. Discover how Watsonx.data helps you accelerate time to trusted insights with its built-in governance, access controls, and security features.
Curious about starting with a lakehouse architecture? Contact us today to learn how we can support your data and AI initiatives.
Installing IBM Maximo APM - Asset Health Insights
IBM Maximo Application Suite Overview
In today’s fast-paced world of data analytics and AI, optimizing your data infrastructure is key to unlocking valuable insights and driving innovation.
In today’s fast-paced world of data analytics and AI, optimizing your data infrastructure is key to unlocking valuable insights and driving innovation.
In today’s fast-paced world of data analytics and AI, optimizing your data infrastructure is key to unlocking valuable insights and driving innovation.
At Pragma Edge, we are a forward-thinking technology services provider dedicated to driving innovation and transformation across industries.
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IBM Partner Engagement Manager Standard is the right solution
addressing the following business challenges
IBM Partner Engagement Manager Standard is the right solution
addressing the following business challenges
IBM Partner Engagement Manager Standard is the right solution
addressing the following business challenges
