97% of security and IT pros surveyed believe behavioral AI can help prevent accidental data loss before it occurs.
Abnormal AI2025 State of Misdirected Email Prevention ·Nov 4, 2025
Email riskMisdirected emailBehavioral AIData loss
95% of organizations surveyed reported measurable business impact due to misdirected email, including remediation costs, compliance violations, or damage to customer trust.
Abnormal AI2025 State of Misdirected Email Prevention ·Nov 4, 2025
96% of organizations surveyed experienced data loss or exposure from misdirected email in the past year.
Abnormal AI2025 State of Misdirected Email Prevention ·Nov 4, 2025
Email riskMisdirected emailData lossData exposure
75% of analysts indicate that AI tools are already improving their job satisfaction by reducing alert fatigue and automating repetitive triage tasks.
Abnormal AIHuman-Centered AI: Redefining the Modern SOC ·Jul 22, 2025
SOCAIAnalystsAlert fatigueAutomation
100% of security professionals—including both leaders and analysts—state that implementing AI in the Security Operations Centre (SOC) is their top business objective.
Abnormal AIHuman-Centered AI: Redefining the Modern SOC ·Jul 22, 2025
SOCAI
96% of leaders report they have no plans to reduce headcount as AI adoption accelerates.
Abnormal AIHuman-Centered AI: Redefining the Modern SOC ·Jul 22, 2025
SOCAIStaffHeadcount
Over the next 3–5 years, both leaders and analysts expect autonomous SOC operations to become the norm
Abnormal AIHuman-Centered AI: Redefining the Modern SOC ·Jul 22, 2025
SOCAI
63% of analysts state that AI is improving the accuracy of investigations. This figure rises to 69% among daily AI users regarding improved investigation accuracy.
Abnormal AIHuman-Centered AI: Redefining the Modern SOC ·Jul 22, 2025
SOCAIAnalysts
Conversely, EMEA organisations show the highest reporting rate for BEC, at 4.22%
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman errorEMEABEC
Telecommunications saw the highest VEC engagement rate at 71.3%.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
In EMEA, the VEC engagement rate exceeds Business Email Compromise (BEC) by 90%.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman errorEMEA
Junior sales staff were among the most vulnerable roles, engaging with read VEC attacks at a rate of 86%.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman error
The overall reporting rate for advanced text-based email threats was just 1.46%.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman errorReporting
7% of VEC engagements came from employees who had engaged with a previous attack.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman error
Employees in large enterprises engaged with malicious vendor messages 72% of the time after reading them, taking follow-up actions such as replying or forwarding.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman error
Repeat engagement with VEC in EMEA is the highest of any region, over twice that of BEC.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman errorEMEABEC
The second-ranked industry for VEC engagement rate was the energy/utilities sector (56%).
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
EMEA organisations demonstrate the lowest reporting rate for VEC, at 0.27%.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman errorEMEA
In just 12 months, attackers attempted to steal more than $300 million via VEC.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman error
Employees in large enterprises engaged with malicious vendor messages 72% of the time after reading them, taking follow-up actions such as replying or forwarding.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman error
The overall reporting rate for advanced text-based email threats was just 1.46%.
Abnormal AIRead, Replied, Compromised: Data Reveals 44% Engagement Rate with VEC Attacks ·Jun 3, 2025
Vendor email compromiseVECHuman errorReporting
99% of organizations see value in using AI to support automatically generating training campaigns and workflows.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness trainingAI
More than half (53%) of respondents agreed that the effort required to run their current SAT tools outweighs their impact.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness training
While 99% of organizations experienced incidents tied to human error, the vast majority stated they struggle to implement effective, scalable SAT programs.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness training
Nearly all of the organizations surveyed (99%) are in favour of including AI in future SAT tools and workflows.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness trainingAI
95% of organizations see value in using AI to Automatically create individualized attack simulations based on individual user profiles.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness trainingAI
83% of respondents agreed that their current SAT tools require substantial effort to operate and maintain.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness training
95% of organizations see value in using AI to Automate the creation of training videos.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness trainingAI
99% of organizations experienced security incidents linked to avoidable human error.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness training
Many SAT programmes exist primarily to satisfy regulatory or insurance requirements.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness training
95% of organizations see value in using AI to Conduct conversational coaching by leveraging LLMs.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness trainingLLM
96% of organizations see value in using AI to Create dynamic risk scores based on past user behaviour and the types of attacks targeting certain types of users.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025
Human errorSecurity awareness trainingAI
75% of organizations require employees to complete security awareness training at least quarterly.
Abnormal AI2025 State of Security Awareness Training·May 13, 2025