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Omnichannel ordering with Amazon Bedrock AgentCore and Amazon Nova 2 Sonic

Machine Learning Blog



This article demonstrates building an omnichannel voice-enabled ordering system using Amazon Bedrock AgentCore and Amazon Nova 2 Sonic.

  • Deploy multi-channel voice AI ordering infrastructure using AWS CDK with modular components
  • Amazon Nova 2 Sonic handles speech-to-speech processing with low-latency bidirectional streaming
  • AgentCore Runtime isolates user sessions in microVMs for security and performance
  • Model Context Protocol connects AI agent to backend services without tight coupling
  • Amazon Cognito provides authentication; temporary AWS credentials sign WebSocket connections
  • DynamoDB stores customer profiles, orders, menus, carts with automatic scaling
  • AWS Location Services enables route-based pickup recommendations and geocoding
  • Asynchronous parallel tool calling reduces latency during voice interactions
  • Complete solution includes backend infrastructure, agent runtime, and AWS Amplify frontend
  • Deployment script automates preflight checks and five-step infrastructure setup

The solution provides a production-ready template for building voice-enabled ordering across mobile, web, and voice interfaces with automatic scaling and minimal operational overhead.



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