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Powering agentic AI sales strategy with Amazon Bedrock AgentCore

Machine Learning Blog



This article describes how AWS Sales built Field Advisor, an AI orchestration solution using Amazon Bedrock AgentCore to manage 20+ specialized agents and streamline sales workflows.

  • Field Advisor routes requests to specialized agents through a single conversational interface
  • Eliminates context-switching between 20+ domain-specific agents for CRM, scheduling, and compliance
  • Integrates into CRM systems, Slack, and web portals for seamless workflow embedding
  • Human-in-the-loop workflows require explicit approval before sensitive CRM data modifications
  • AgentCore Memory maintains conversation history and long-term user context across sessions
  • Unified tool integration through Model Context Protocol (MCP) onboards new capabilities in minutes
  • 41% latency reduction compared to previous infrastructure; consolidated from seven to one AWS account
  • Sales reps submitted 120K+ prompts; human-in-the-loop saves up to 2 hours per week per rep
  • Built on Strands Agents framework with native OpenTelemetry observability and continuous evaluation
  • Security layered through MicroVM isolation, Bedrock Guardrails, and identity propagation

Field Advisor demonstrates how Bedrock AgentCore enables enterprise-scale multi-agent orchestration, reducing operational overhead and freeing sales teams to focus on customer engagement.



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