Letter to the Editor: Ambient voice technology in CAMHS – from documentation relief to outcome‐accountable implementation

Ambient voice technology has been proposed as a promising approach to reduce documentation burden in child and adolescent mental health services and neurodevelopmental settings. In response to Dineley and colleagues' discussion of responsible implementation and evidence gaps, this letter argues that ambient voice technology should be evaluated as a care‐pathway intervention rather than merely as a note‐generation tool. We emphasize the importance of outcome‐accountable implementation, including measurement of documentation time, clinician cognitive load, note correction burden, error severity, therapeutic alliance, patient and carer experience, equity, and downstream care decisions. Particular attention is needed in multilingual, family‐based, and neurodevelopmental consultations, where multispeaker attribution, atypical speech, and culturally specific expressions of distress may challenge automated systems. Ambient voice technology should protect clinical reasoning, preserve uncertainty, and remain subject to auditable human oversight. Its value in CAMHS should be judged by safety, equity, experience, and meaningful clinical improvement.