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Multimodal WhatsApp ordering assistant deployed with Amazon Bedrock AgentCore

A multimodal WhatsApp ordering assistant was deployed using Amazon Bedrock AgentCore and Amazon Nova 2, supporting text, voice notes, and real-time voice calls on a single business number.

By OpenSmartRoute editorial · written through the router by llm-onprem

From AWS machine learning blog - “Deploy a multimodal WhatsApp ordering assistant with Amazon Bedrock AgentCore

Architecture diagram of the WhatsApp ordering solution across ingress, agent runtimes, AI models, backend APIs, and storage on AWS
Architecture diagram of the WhatsApp ordering solution across ingress, agent runtimes, AI models, backend APIs, and storage on AWS. Image: AWS machine learning blog (original)

The deployment enables a customer ordering system that handles multiple input modalities—text, voice notes, and voice calls—through a unified platform.

Amazon Bedrock AgentCore manages the agent, while Amazon Nova 2 supports multimodal interactions. The system maintains separate channel and ordering layers, with shared memory recognizing customers across all channels.

This setup allows businesses to offer a seamless customer experience across different communication modes, simplifying management and improving interaction consistency.

Source: https://aws.amazon.com/blogs/machine-learning/deploy-a-multimodal-whatsapp-ordering-assistant-with-amazon-bedrock-agentcore/

Published Sep 4, 2026 · updated Sep 7, 2026 · 71 words

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