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Read.ai

Cybersecurity statistics about read.ai

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On average, 40% of AI agents and 40% of machine identities already have access to organizational data.

Palo Alto Networks5/27/2026
AI AgentsMachine Identities

90% of respondents agree that AI agents should operate under least privilege principles, with bounded access and tighter controls.

Palo Alto Networks5/27/2026
AI AgentsLeast Privilege

91% believe they can rapidly contain compromised AI agents.

Palo Alto Networks5/27/2026
AI AgentsAI Agent Risk

On average, only 39% of privileged access is managed through a just-in-time (JIT) or zero standing privilege (ZSP) model.

Palo Alto Networks5/27/2026
Privileged AccessJIT

Among C-suite respondents, 54% believe their organization is completely effective at continuously enforcing least privilege, while 61% of the practitioners doing the work disagree.

Palo Alto Networks5/27/2026

96% of respondents report that human identities operate with access far beyond what is required for their roles.

Palo Alto Networks5/27/2026
Human IdentitiesAccess Management

42% of the human workforce has direct access to organizational data.

Palo Alto Networks5/27/2026
Human IdentitiesAccess Management

84% of respondents believe their organization could at least moderately improve awareness of the permissions and access granted to connectors and service accounts.

Palo Alto Networks5/27/2026

56% of organizations report that they can’t effectively enforce continuous least privilege for service accounts across cloud, SaaS, and on-premises environments.

Palo Alto Networks5/27/2026
Least PrivilegeCloud

64% of organizations still report they are not yet prepared to defend against quantum-enabled threats.

Palo Alto Networks5/27/2026

86% agree that they will need external help to become quantum ready.

Palo Alto Networks5/27/2026
Quantum ThreatsExternal Help

71% of organizations don’t fully automate certificate renewal and monitoring across all environments.

Palo Alto Networks5/27/2026
Certificate RenewalAutomation

98% report challenges securing PKI.

Palo Alto Networks5/27/2026

49% of organizations include third-party applications in their current patching process.

Adaptiva5/27/2026
Third-Party RiskPatch Management

Automation is the top patch modernization investment priority for 76% of organizations in 2026.

Adaptiva5/27/2026
InvestmentAutomation

More than 60% of organizations rely on manual processes in at least part of the patch lifecycle.

Adaptiva5/27/2026
Patch ManagementOperational Processes

Downtime costs an organization $95 million in lost revenue annually, nearly double the level in 2024.

Splunk5/27/2026
Revenue LossDowntime Costs

81% of technology leaders cite customer loss as a consequence of downtime.

Splunk5/27/2026
Customer ChurnDowntime Impact

89% of tech leaders cite the need for large numbers of personnel to fix downtime issues.

Splunk5/27/2026
Downtime ImpactOperational Resilience

Only 38% of technology executives consistently identify the root cause of a downtime incident.

Splunk5/27/2026
Root Cause AnalysisIncident Response