PagerDuty Report: IT Disruptions Cost Some Firms $1M+ Per Hour, AI Adoption Grows
Event summary
- PagerDuty's 2026 State of AI-First Operations Report reveals 8% of organizations lose over $1M/hour during IT disruptions, with 68% losing at least $300K/hour.
- 59% of surveyed organizations actively incorporate AI into operations, with AI adopters reporting 75% improved operational resilience vs. 66% for non-adopters.
- 71% of organizations report higher operational resilience maturity than a year ago, with revenue-growth firms investing more aggressively in resilience budgets (82% vs. 62% for underperformers).
- 48% of organizations improved resilience by turning incidents into structured learning opportunities.
The big picture
The report underscores how IT disruptions have become a board-level financial risk, with operational resilience emerging as a key competitive differentiator. The growing trust in AI for digital operations is driving revenue growth, particularly for firms that can transform incidents into systematic improvement cycles. This trend highlights the strategic importance of AI-first operations management in maintaining business continuity and minimizing revenue loss during disruptions.
What we're watching
- AI Integration Pace
- How quickly non-adopters will adopt AI for operations to match resilience gains of early adopters.
- Resilience Budget Growth
- Whether revenue-growth firms can sustain higher resilience investment rates compared to underperformers.
- Incident Learning Impact
- The effectiveness of structured learning opportunities in reducing future incident costs and improving operational maturity.
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