Cornerstone Essay
Why Data Foundations Come Before AI Scaling
AI scaling depends on reliable data flows, clear ownership, validation, monitoring, and decision context, not just model performance.
Thesis
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Why this matters
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Common failure pattern
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What better looks like
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Practical next step
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