
Data Engineering for AI: The 80% That Decides If You Ship
Most AI projects fail at the data layer. Learn how to prioritize data engineering for AI, structure teams, and fund pipelines that actually ship ROI.
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Most AI projects fail at the data layer. Learn how to prioritize data engineering for AI, structure teams, and fund pipelines that actually ship ROI.

Most AI team augmentation fails not from bad talent but bad structure. Learn how to assess readiness, redesign teams, and make AI hires actually deliver.