Why AI-Ready Data Matters

“Urgent demand for AI-ready data to support AI initiatives (including GenAI applications) requires evolutionary changes to data management and upgrades to architecture, platforms, skills and processes. D&A leaders can use this guide to successfully deliver AI-ready data for AI use-case success.”

According to Gartner®, “through 2026, organizations that fail to enable and support their AI use cases with AI-ready data practices will see over 60% of AI projects fail to deliver on SLAs and be abandoned”. Knowledge and AI-ready data are the backbones of scalable, successful AI initiatives, including generative AI applications. Without them, your enterprise risks costly failures and missed opportunities.
Shifts from logical data warehousing to data fabric design are overdue. So are investments in supporting active metadata management, (RDF-) knowledge graphs for semantic enrichment, and data and AI orchestration capabilities. Thus, according to Gartner®, “over 75% of organizations state that AI-ready data remains one of their top five investment areas in the next two to three years”.

„Unlock the full potential of AI with data that is enriched, governed, and contextualized through semantics and ontologies — We are delighted to be able to share this valuable Gartner® insights on AI-ready data with you.“
– Chris Brockmann, CEO of eccenca

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Key Benefits of the Gartner® Journey Guide to Delivering AI Success Through ‘AI-Ready’ report:

Understand the unique data requirements for AI and generative AI applications.
Learn how to implement robust data management and governance strategies.
Discover how you can enhance your AI readiness with RDF-based knowledge graph tools such as eccenca Corporate Memory

Don’t let poor data quality derail your AI ambitions.
Download the complimentary Gartner® report now and start transforming your data practices for AI success.

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Disclaimer

Disclaimer: Gartner®, A Journey Guide to Delivering AI Success Through ‘AI-Ready’ Data, Ehtisham Zaidi, Roxane Edjlali, 18 October 2024.
GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.