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Why Most AI Data Loss Prevention Programs Fail Before They Start — The Data Classification Gap
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Why Most AI Data Loss Prevention Programs Fail Before They Start — The Data Classification Gap

  • Jennifer Clarke
  • 0 Comment
  • Posted on July 8, 2026July 8, 2026

Data loss prevention programs have a prerequisite that is easy to state and difficult to satisfy: you cannot protect data you have not identified. Every DLP control — every content inspection rule, every access restriction, every alert configuration — is only as effective as the classification framework that defines what counts as sensitive data, where…

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