Building Agentic and Generative AI: Enterprise Data Foundations and Applications

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Generative and agentic AI are reshaping how enterprises work, but widespread adoption hasn't translated into widespread value. According to new TDWI research sponsored by ZoomInfo, only about 40% of organizations report measurable or consistent business impact from their AI initiatives, even as the majority are already experimenting with the technology.

The gap between experimentation and scaled deployment comes down to one critical factor: enterprise data. Organizations that treat company data as foundational to their AI applications are far more likely to achieve real, measurable outcomes, while those relying solely on off-the-shelf tools continue to see inconsistent results.

Download this free TDWI research report, Building Agentic and Generative AI: Enterprise Data Foundations and Applications, to understand what separates AI leaders from laggards and get a practical blueprint for building enterprise-grade AI that actually delivers, including:

  • Why most AI deployments stall at the pilot stage and what it takes to move into production

  • A maturity progression from generative AI tools to multi-agent systems, and where your organization fits

  • The six-layer enterprise AI capability blueprint required to scale agentic AI safely and reliably

  • How trusted data foundations, semantic grounding, and governance controls drive measurable business value

  • Real-world perspectives from AI leaders at ZoomInfo, Snowflake, and Alteryx on designing for scale

Download the report now and build the data foundation your AI strategy demands.