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IBM watsonx.data Enterprise AI and Data Management

Achieving 40% Better AI Accuracy While Cutting Costs

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Enterprises are under pressure to deliver smarter AI solutions faster and more cost-effectively. IBM watsonx.data is enabling organizations to unlock the true value of their data while achieving up to 40% higher AI accuracy and halving data warehouse expenses. 

As a hybrid, open data lakehouse designed specifically for enterprise AI, watsonx.data streamlines how teams manage, integrate, and utilize their information assets.

Smarter Data Management: Key Features That Matter

  • Unified Data Experience: Seamlessly blend structured and unstructured data, fueling generative AI models for stronger, more accurate outcomes.

  • Accessible to All: From business users to seasoned data scientists, watsonx.data offers no-code, low-code, and pro-code tools, making data insights available to every team member.

  • Cost-Effective Scalability: The platform’s multi-engine architecture (including Apache Spark™ and Presto) matches each workload to the right compute engine, optimizing resources and spend.

  • Hybrid Flexibility: Deploy across public or private clouds, hybrid environments, or on-premises without sacrificing functionality or control.

  • Industry Recognition: IBM’s strong reputation in data science and machine learning is validated by its position in the 2025 Gartner® Magic Quadrant™ for Data Science and Machine Learning Platforms.

Transforming the Data Lifecycle for AI Readiness

watsonx.data eliminates silos and manual processes, making it easier to turn raw information into AI-ready insights:

  • Integrated Data Enrichment: Automate data ingestion, enrichment, and delivery, supporting batch, real-time, and replicated workflows.

  • Conversational Analytics: Natural language interfaces empower users to analyze and understand complex data sets quickly.

  • Simplified Governance: End-to-end document lineage and robust access controls keep your data secure and compliant.

  • Open Interoperability: Built on open-source technologies, watsonx.data integrates with existing stacks and reduces vendor lock-in, unifying your entire data landscape.

Ready for the Era of Generative AI

Control all your data through a single, intuitive interface. watsonx.data’s integrated data fabric and lakehouse architecture streamline the process from access to enrichment to AI delivery. 

Consistent governance, workload optimization, and deep integrations, such as IBM Data Gate and Salesforce ZeroCopy, help companies unlock value from both legacy and modern systems without paying for unused resources.

Proven Business Impact

  • Performance Gains: watsonx.data delivers up to 40% better AI accuracy compared to conventional retrieval methods and can cut data warehouse costs by 50%.

  • Real-World Success: Leading organizations, including Lockheed Martin, Ernst & Young, the US Open, and Nelen & Schuurmans, are using watsonx.data to boost AI response accuracy, streamline compliance, and deliver outstanding digital experiences.

Adoption Resources and Next Steps

IBM supports customers every step of the way, offering expert-led guides, community best practices, and extensive resources. Whether you’re interested in a free trial, a live demo, or exploring advanced integration features, watsonx.data equips enterprises to lead confidently into the era of generative AI.

Key Takeaway

IBM watsonx.data empowers organizations to overcome data challenges and accelerate AI-driven decision-making. Its hybrid, open, and user-friendly design breaks down silos, strengthens governance, and delivers measurable business results. For enterprises looking to maximize their data’s potential, watsonx.data offers a clear path to smarter, faster, and more trustworthy AI outcomes.

Source: IBM watsonx.data product blog

IBM watsonx.data Enterprise AI and Data Management
Joshua Berkowitz June 15, 2025
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