AWS Architecture Blog
Author: Muhammad Musab Iqbal
Musab is a Founding AI Engineer at AgentFlo, part of the core team that built its enterprise agentic commerce platform from the ground up. His work spans multi-agent architecture, context and harness engineering, and agent evals and observability. The multimodal text and voice AI agents he has shipped serve thousands of daily active users in production. He focuses on building scalable agentic systems that transform how businesses sell and create repeat customers.
How AgentFlo built AI sales agents with Amazon Bedrock AgentCore – Part 2
Part 2: how AgentFlo built trusted, reliable AI sales agents on Amazon Bedrock AgentCore and AWS serverless architecture. Learn the three-layer guardrails, grounded data foundation, and end-to-end observability behind a +12% net revenue uplift, plus what’s next for real-time voice and server-side tool execution.
How AgentFlo built AI sales agents with Amazon Bedrock AgentCore – Part 1
Learn how AgentFlo built always-on AI sales agents on Amazon Bedrock AgentCore and the Strands Agents SDK. Part 1 covers three pillars of production-grade agents—velocity, standardization, and scalability—including recipe-based deployment, tool routing through AgentCore Gateway, and elastic, stateful commerce conversations.