In this post, we show how Pariveda and Amazon Web Services (AWS) worked with HS1 to build real-time voice documentation for dental visits. The solution uses Amazon Transcribe for streaming speech recognition and Amazon Bedrock for structured note generation and orchestration. We also explain the architectural choices required to support real-time performance, template-driven output, security controls, and production scale.