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Conversational AI is an advanced technology that allows machines to understand, process, and respond to human language in a way that is both contextually relevant and interactive. Within the healthcare sector, this technology is increasingly deployed to automate routine tasks and deliver a more robust and personalized patient experience. Conversational AI leverages a combination of machine learning, natural language processing, and occasionally deep learning to interpret and respond to user inputs, with a conversational user interface that mimics human interaction. Digital health companies deploy conversational AI through chatbots, voice assistants, messaging apps, or any other type of platform where natural language interactions occur.

The Digital Front Door (DFD) methodology has emerged as a pivotal element in enhancing patient engagement, streamlining operations, and ensuring a competitive advantage. In a 2022 KLAS Top of Mind Research Report, 55% of healthcare leaders stated that their organization uses some form of DFD technology. The organizations that didn’t yet have one said it was on their radar for later implementation.