Data and AI

Better data, better AI

Explore the evolution of IBM’s integrated data fabric capabilities to ingest, enrich, govern and deliver AI-ready unstructured and structured data to fuel more accurate AI.

See why data quality matters

Data lakehouse
Data lakehouse
Data integration
Data integration
Data intelligence
Data intelligence
AI governance
AI governance
Data security
Data security

Smarter Data. More Accurate AI.

IBM watsonx.data helps deliver up to 40% greater accuracy for generative AI models by seamlessly integrating, governing, and scaling both structured and unstructured data. With a hybrid, open‑source lakehouse architecture, you can unlock more reliable insights, reduce errors, and future‑proof your AI strategy.

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Integrate for better AI

Transform raw data into AI‑ready data — at scale.
IBM watsonx.data integration offers a unified control plane to build reusable pipelines for batch, real‑time, replication, observability, and unstructured data. Reduce tool sprawl, maximize reuse, and future‑proof your data strategy.

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Boost productivity with trusted data

IBM watsonx.data intelligence can help improve productivity by up to 110% by turning raw data into actionable insights. This unified solution streamlines governance, quality, lineage, and sharing – empowering your teams with trusted, contextualized data to make faster, more confident decisions.

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Accelerate responsible AI

Direct, manage, and monitor your AI with a single, integrated toolkit designed to advance responsible, transparent, and explainable AI. IBM watsonx.governance works with your existing systems to automate and accelerate AI governance workflows — helping you save time, reduce costs, and meet regulatory requirements.

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End-to-end data protection

Safeguard your enterprise data at every stage of its lifecycle — wherever it resides — against current and emerging threats. IBM® Guardium delivers continuous monitoring, advanced threat detection, and automated protection to help keep your sensitive data secure and compliant.

Explore Guardium products