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Applied AI·August 3, 2026·1 min read

When AI inherits your technical debt

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AI rollouts are now stress tests for a decade of under-investment in data quality, integration, and infra. If your stack can’t support AI at scale, the priority this quarter isn’t another pilot — it’s paying down the specific debt that blocks production use.