Elderly customer transfer under suspected coercion

The transaction is legitimate. The decision is not.

Recommended Action

Soft Pause + Reconfirmation

AUPA Risk78%

Authority-pressure pattern detected

YUDA Signal71%

User decision autonomy degraded

Voice Stress Trend74%

Rising stress across confirmation prompts

Behavioral Deviation68%

New beneficiary + unusual urgency window

Decision Timeline

10:42:11

Transfer initiated

Clean fraud profile; known device and normal login.

10:42:27

Call pressure detected

Customer remains on active call during transfer flow.

10:42:43

Decision drift rises

Hesitation and contradiction in confirmation answers.

10:43:02

Intervention recommended

Soft Pause + Reconfirmation before irreversible loss.

Explainability Panel

Customer appears legitimate; actor risk is low.

Decision-making context shows coercion pressure.

Voice stress trend rose during beneficiary confirmation.

Recommended intervention avoids exposing the customer to a coercer.

Policy Note

Use a non-blocking reconfirmation first. If pressure persists, silently escalate to fraud care operations.

Pilot Output

Shadow-mode report for risk, compliance, and customer care teams.