Trust Insights is a new iOS 27 framework that provides behavioral context signals to help apps detect social engineering and coercion attacks. It uses on-device and cloud ML to assess whether a user may be coached by a scammer during sensitive operations like payments or account changes.
• Fills a critical security gap: biometrics and MFA confirm identity but not intent — Trust Insights adds a behavioral layer to catch real-time coaching scams
• Privacy-first architecture keeps device-sourced signals on-device, with only a single output value ever leaving the user's device
• Actionable risk levels (unknown/medium/high) integrate cleanly into existing risk-scoring logic for payments, account changes, and other high-value flows