Apple's iOS 'Trust Insights' Framework Will Detect Scams in Real Time

Executive Briefing

• Introduces on-device behavioral analysis to flag scam attempts during calls, texts, and emails
• Monitors response timing and usage deviations, triggering warnings or verification steps at medium-to-high risk
• Processes all analysis locally, deleting raw data immediately and sending only a single output value to Apple servers
• Covers five activity categories including payments, account changes, and document signing at launch
• Includes a cooldown delay after disabling the feature to prevent scammers from pressuring users mid-conversation