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Practical perspectives on intelligence platforms, data modernization, AI analytics, and building data products that compound.
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Intelligence PlatformsWhy Building a Vertical Intelligence Platform Beats Hiring a Data Engineer
A senior data engineer costs $150K/year and builds one thing. An intelligence platform build delivers a full SaaS product that runs itself.
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AI AnalyticsThe Schema Context Document: Why AI SQL Queries Fail Without It
Natural language to SQL works in demos and fails in production. The reason is almost always the same: the AI doesn't know what your tables mean.
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Data ModernizationBronze, Silver, Gold: The Data Architecture Pattern That Works Every Time
After 20 years and 200+ production pipelines, I've tried most approaches. The medallion architecture is the closest thing to a universal pattern I've found.
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