Weaving Intelligence

AI + BI

How AI is turning business intelligence into decision intelligence — and why trustworthy master data is the hinge.

A core thread exploring how AI is transforming traditional business intelligence into decision intelligence, and why trustworthy master data is the hinge on which that transformation turns. We investigate agentic and autonomous AI in analytics, semantic layers and natural-language query, and how master-data quality directly governs the accuracy of AI-generated answers — alongside the governance of AI-generated narratives and explanations. As in the MDM + AI thread, AI here is the central subject, not a contextual frame.

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What this thread covers

From BI to Decision Intelligence

How AI is transforming traditional business intelligence into decision intelligence.

Agentic AI & Trusted Master Data

How autonomous, agentic AI changes the role of trusted master data in analytics.

Semantic Layers, NLQ & Quality

How master-data quality and semantic models drive the accuracy of natural-language query.

Governing AI-Generated Analytics

Governing AI-generated narratives, explanations, and stories responsibly.

Operationalizing AI in BI

Practical approaches to building and governing reliable AI capabilities in BI.

History & Future of AI in BI

Early AI attempts in BI and where reliable analytics AI is heading.

New AI + BI articles publish Thursdays. Themes fill with articles as the thread publishes — see the Roadmap for what’s coming, or subscribe to follow this thread. See how these articles are written.

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