19% of organizations report no AI-generated code challenges in the past six months.

88% of organizations include vibe coding in formal production policies.

52% of development teams experience bottlenecks in manual review related to AI-generated code.

93% of organizations say AI is a trigger for reevaluating identity infrastructure.

78% of engineering teams routinely prompt AI tools to include specific telemetry (logs, traces, metrics) directly into generated code.

86% of organizations report an increase in the time senior staff spend fixing AI-generated code in the past 12 months.

67% of technology leaders state that AI now generates or significantly refactors between 51% and 75% of their organization's weekly code output.

53% of organizations say point-in-time penetration testing becomes outdated before results can be acted upon.

58% of development teams cite a major improvement in productivity and release velocity from AI coding assistants.

49% of Colorado residents reported multi-layered identity incidents, the highest rate among states.

9% of victims with any financial impact were able to resolve their cases.

Attempted misuse cases caught by financial institutions increase by 26.8%.

0% of victims who experienced three or more financial impacts reported a resolution.

80% of enterprise servers are reachable from anywhere inside the network, creating greenfield conditions for ransomware, operational disruption, and full-environment compromise.

60% of organizations expect analysts to shift from executing offensive security tasks to supervising autonomous workflows.

Fraudulent employment accounted for 40% of misuse cases for children and dependents.

62% of technology leaders report their engineering teams often trust AI-generated code enough to ship it to production without line-by-line manual verification.

14% of consumers report falling victim to a scam in the past year.

One in three highly evasive threats originated from sites classified as 'safe'.

Younger consumers are twice as likely to fall victim to scams as adults aged 55 and older, with victimization rates of 20% versus 9.7%.