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RESEARCH & RESOURCES

Data Ingestion in the AI Era: From Raw Tables to Semantic Insights

Webinar Speaker: Evan Levy, TDWI Research Fellow

Date: Tuesday, February 24, 2026

Time: 9:00 a.m. PT / 12:00 p.m. ET

As businesses look to leverage AI, data ingestion has emerged as the critical bottleneck. The models are powerful, but without access to mission-critical data and context about that data, AI hallucinates, misinterprets, and fails to deliver value. Legacy data pipelines that worked for dashboards struggle to meet the real-time, context-heavy demands of the AI era.

In this webinar, we'll explore the new set of hurdles facing data teams: managing the explosion of complex data sources, ensuring data quality and semantic context across systems, and addressing the operational reality of feeding models that depend on clean, structured data with semantic meaning. We will discuss how to move from manual pipelines to automated, intelligent ingestion that serves both analysts and AI agents.

Join TDWI research fellow Evan Levy and data integration experts from Precog to discover how leading companies have successfully scaled their integration capabilities to overcome the operational complexities of modern AI environments.

Date: February 24, 2026

Time: 9:00 am PT


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