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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