Why Your AI Strategy Needs Robust Semantic Modelling
Sean Quinlivan Sean Quinlivan

Why Your AI Strategy Needs Robust Semantic Modelling

Have you ever had a stakeholder ask why you can't just throw an LLM at your data? I have—and it misses a crucial point. AI might be powerful, but without business context, it’s just guessing. That’s where semantic modelling comes in. In this article, I unpack why semantic modelling is essential for trustworthy, scalable AI — and how it sets the foundation for real insight.

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Why AI-Optimized BI Needs a New Data Architecture
Sean Quinlivan Sean Quinlivan

Why AI-Optimized BI Needs a New Data Architecture

The rise of Artificial Intelligence (AI) in Business Intelligence (BI) is changing how companies analyze data and make decisions. But there’s a problem—most BI systems weren’t built for AI.

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