56% of organizations require proven accuracy and lower false positive rates before deploying AI systems.

Nearly two in five enterprises are looking to outsource AI model training and optimization.

Unstructured data accounts for approximately 33% of enterprise data.

57% of consumers reported problems accessing a website in the past year.

Hospitality has 6% consumer trust

Only 22% of business partner users receive login credentials immediately during onboarding

Only 30% of business partner users get full permissions on first access

66% of business partner users admit to sharing or borrowing credentials

52% of US IT and security professionals at companies with at least 1,000 employees say it is harder to keep up with threats now than five years ago.

40% of CFOs list reducing overall cloud costs as a top financial priority.

43% of CFOs say AI is adding new layers of workload complexity that complicate forecasting and cost control.

45% of organizations use AI-powered cloud spend analytics.

88% of U.S. CFOs and senior finance leaders report that their cloud spending is increasing.

44% of organizations use native cloud provider tools for cloud cost management.

29.15% of organizations are vulnerable to the React2Shell RCE vulnerability.

57.87% of organizations have IAM users without MFA.

More than 81% of organizations deploy vulnerable dependencies.

41.88% of production organizations have leaked AI or ML credentials.

80% of organizations lack proper logging in infrastructure as code.

First-party fraud comprises 38.3% of reported frauds globally and remains the leading fraud type for the second consecutive year.