# Amazon — Market surveillance agent with LangGraph and Strands on AgentCore

- Company: Amazon (amazon.com)
- Announced: 2026-07-28T17:24:54+00:00
- Subject: Bedrock / Nova
- Models affected: us.anthropic.claude-sonnet-4-6
- Source: https://aws.amazon.com/blogs/machine-learning/market-surveillance-agent-with-langgraph-and-strands-on-agentcore/
- Record: https://forck.live/items/2438-market-surveillance-agent-with-langgraph-and-strands-on-agentcore

This blog post demonstrates how to architect and deploy a multi-agent AI system for market surveillance using LangGraph for workflow orchestration, Strands for intelligent agent reasoning, and Amazon Bedrock AgentCore for production deployment. The example uses the Claude Sonnet 4-6 model via Amazon Bedrock.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/market-surveillance-agent-with-langgraph-and-strands-on-agentcore/:

> model_id="us.anthropic.claude-sonnet-4-6"

---

Record: https://forck.live/items/2438-market-surveillance-agent-with-langgraph-and-strands-on-agentcore
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md