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Forecast 2025: Surveillance Operating Models in Transition

AI is already delivering value by enabling broader reviews of activity, supporting QA across entire alert populations, and identifying risks that human sampling would miss. These applications are additive, expanding what teams can cover rather than replacing expertise.

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