The Context Layer Semantic Layer The Context Layer Semantic Layer
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The Context Layer Semantic Layer The Context Layer Semantic Layer Information Guide
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Discover how AI enhances existing data analytics solutions, generating actionable insights, forecasts, predictive analytics, and ... One of the new enterprise AI challenges we face is this: where do we put all the business rules, security rules, policies, and ... AI agents working on real data often fail not because of model quality, but because meaning is unclear, inconsistent, or changes ... In this episode of the AtScale Data-Driven Podcast, Dave Mariani sits down with Juan Sequeda, Principal Researcher at ... Workday's governance system worked beautifully for people — until generative AI exposed a critical flaw: systems designed for ... Welcome to Between the Columns, Atlan's thought leadership series breaking down modern data concepts. In this episode, we ...
What does enterprise AI actually need to succeed: more data access or better As enterprises move AI systems into production, one challenge keeps surfacing: In this video, I connect Claude (latest) directly to my data system using MCP (Model Dave Mariani, Founder & CTO, AtScale talking about the Dave Mariani and Jens Kröhnert explore the "AI Frontier:” how The rapid progress in LLM capability has not translated to increased reliability for business critical AI use cases. The root-cause?
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Last Updated: June 8, 2026
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