Anushtha Rakesh Chillure

The High-Volume OPD Problem: Why Indian Clinical Documentation Requires a Purpose-Built Artificial Intelligence Model

Background: Ambient artificial intelligence (AI) clinical documentation platforms have demonstrated significant capacity to reduce physician documentation burden. However, existing commercial platforms are engineered for Western clinical ecosystems featuring 15-to-30-minute monolingual consultations. This narrative rev...