Safety leaders are seeing the advantages of AI in safety operations, however not on the scale distributors declare, in keeping with a brand new research by Sumo Logic.
In its 2026 Security Operations Insights report, printed on January 28, the cloud SIEM supplier discovered that 96% of surveyed safety leaders stated they’ve adopted AI and machine studying (ML).
Of those, 90% imagine AI is efficacious in decreasing alert fatigue and enhancing detection accuracy and nearly half (49%) stated it’s “extraordinarily” priceless.
However, the Sumo Logic research confirmed that the satan is within the particulars: regardless of this seemingly widespread adoption of AI for safety operations, respondents solely talked about what the cybersecurity agency described as “comparatively fundamental AI use circumstances.”
These included AI/ML for menace detection, which 49% of safety leaders talked about as their prime use of AI in safety operations, automated response (20%), anomaly detection (17%) and incident triage (9%).
“This contradicts the advertising narratives that counsel most safety leaders have broadly adopted AI all through their safety and cloud operations workflows,” the report stated.
Read more: AI Security Threats Loom as Enterprise Usage Jumps 91%
Safety Leaders Blame Inflated Safety Tech Stacks
The Sumo Logic report additionally confirmed that, whereas most organizations are modernizing their know-how ecosystems – an effort largely pushed by cloud adoption – safety leaders have many contentious factors concerning their safety tech stack.
As an illustration, over half of respondents (55%) estimate they’ve too many level options of their safety stack, with 93% of organizations utilizing a minimum of three safety operations instruments and 45% utilizing six or extra.
Moreover, 80% of respondents stated their safety and DevOps groups use shared observability instruments, however solely 45% stated the 2 groups are very aligned on tooling and workflows.
Total, the Sumo Logic research discovered that almost all organizations are experiencing speedy change of their software environments, but solely 37% of the safety leaders surveyed strongly agree that their safety tooling is designed for these environments.
Sumo Logic’s 2026 Safety Operations Insights report was in-built collaboration with UserEvidence, which performed a survey of 506 safety leaders and practitioners in October 2025, making certain a vendor-neutral pattern. Respondents included 81% safety managers or administrators (31% managers, 21% administrators) and 19% practitioners, all from organizations with over 500 staff – primarily mid-sized (40% with 500-999 staff, 31% with 1000-4999). Most (72%) labored in IT, with smaller shares in manufacturing, monetary providers, healthcare and different industries.
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