Data Architecture & Modeling
Why dimensional, vault, and metric-store paradigms hit the same wall — and the architecture that comes next. From data products to semantic products.
4 posts
All 17
Semantic Layer & AI Agents 5
Data Architecture & Modeling 4
Governance, Security & Compliance 3
Analytics & Search 3
Enterprise Strategy 2
The Accidental Complexity in Modern Data Stacks
How we ended up with 14 tools to answer one question — and what consolidation looks like.
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Data Products Are Dead. Long Live Semantic Products.
The data-mesh era is closing. The semantic-product era is opening.
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Breaking the 20-Year Deadlock in Data Modeling
Why dimensional, vault, and metric-store paradigms all hit the same wall — and what comes next.
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From Metric Stores to Knowledge Machines
Why static metric definitions can't scale to AI — and what replaces them.
Read moreStop building context twice.
One graph. Every agent compiles through it. Joins proven, policies enforced, SQL emitted.