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What's Really Driving Your Incidents?

Findings from approximately 109,000 unplanned incidents across 390+ companies: what breaks, why, and how fast teams recover.

What's covered in the State of the Reliability report:

  • Six failure archetypes from Dependency-Driven cascades to the emergent AI-Quality pattern covering how incidents actually cluster
  • MTTR benchmarks across 13 sectors, showing your company matters roughly 3x more than your industry does
  • The AI incident surge quantified a 6x rise in three years, now 10.7% of all incidents in 2026 YTD
  • Cascade data showing 1 in 4 incidents you don't control take 3x longer to resolve — 247 min vs. 96 min for internal fixes
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