Amazon· Bedrock / Nova

Market surveillance agent with LangGraph and Strands on AgentCore

As artificial intelligence applications evolve from simple chatbots to sophisticated autonomous systems, organizations face new challenges in orchestrating complex multi-agent workflows that can handle real-world production scenarios. Traditional single-agent approaches often fall short when dealing with intricate business processes that require specialized expertise, dynamic decision-making, and robust error recovery mechanisms. The financial services industry exemplifies this challenge. Market surveillance systems must coordinate multiple specialized agents to analyze trading patterns, investigate suspicious activities, and generate comprehensive reports while maintaining strict compliance and reliability standards. The solution combines two frameworks: LangGraph for macro-level workflow orchestration and Strands for intelligent agent reasoning. LangGraph excels at managing state and directed graphs for multi-agent coordination. It gives you fine-grained control over both workflow execution and state that can be shared between agents. …

Announced

28 Jul 2026 17:24 UTC