Aural Analytics is best understood as an acquired speech-biomarker capability now embedded within Linus Health's broader multimodal cognitive assessment platform, rather than an independent company. Its differentiation lay in non-invasive vocal analysis for neurological disease detection, a modality that gains more clinical weight when combined with Linus Health's existing digital cognitive tools.