Definition

Principle that qualified personnel must review and take responsibility for PV decisions supported or suggested by AI; automation does not replace accountability.

Example

Signal detection list reviewed by PV physician before escalation.

Regulatory source

EMA Big Data Steering Group, GVP Module I

Common mistakes

Auto-closing cases or signals based solely on algorithm output.

Inspector question

Where is human oversight defined for each AI-supported PV process?

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