97% of AI users within the global workforce use AI tools weekly.

14% of organizations identify orchestration frameworks as a Shadow AI concern.

23% of organizations adopting AI identify regulatory compliance as an area where they are least prepared to address threats.

69% of employees say they are optimistic about the use of AI agents.

82% of managers have been trained in AI tools.

Among managers, AI adoption sits at 79%.

45% of respondents noted that there is a disconnect between leadership AI enthusiasm and provided AI training within their organization.

39% of organizations operate with inadequate AI governance structures entirely, relying on inconsistent frameworks, ad hoc practices, or no AI-specific governance at all.

60% of employees expect to use AI agents more effectively within the next year.

Other Shadow AI vectors, including personal accounts, third-party APIs, plugins, and local applications, each fall below 12% of organizations' concerns.

46% of organizations reported that their organization uses AI for security operations.

59% of Education professionals are very confident in their AI skills.

41% of respondents consider automating remediation as a source of greatest expected ROI of AI-powered observability.

30% of organizations use AI for DevOps and software delivery.

38% of organizations identify runtime as their most vulnerable phase for AI.

67% of employees believe that using AI agents in their day-to-day role will make their job easier.

52% of organizations in France are especially concerned about complex compliance requirements of sustainable AI practices compared to other countries.

55% of employees felt excited about AI use.

82% of employees with six to fifteen years’ experience report using AI.

4% of 18-24 year old workers admit to not being confident at all using AI tools.