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Built In, Not Bolted On: What AI-Native Actually Means in Cybersecurity

  • Aly McGue--Databricks.com
  • published date: 2026-04-28 21:37:12 UTC

* AI-native applications need to be architected with intelligence at the core, not layered on afterward. * In cybersecurity, proprietary telemetry creates a defensible advantage that generic SaaS models cannot replicate. * Cross-functional alignment starts …

Cybersecurity companies face a paradox. Their customers keep adding more security tools, expecting more protection. But the data increasingly shows that tool sprawl makes organizations slower to dete… [+7753 chars]