Multi-Agent System for Construction Project Management: A Practical Guide Using Llama 4 and Qwen 3.7 Max on AWS Bedrock

By Sam Qikaka

Category: Agents & Architecture

Learn how to build a three-agent architecture—scheduling, compliance, and procurement—using open-weight models like Llama 4 and Qwen 3.7 Max on AWS Bedrock. This guide includes real-world validation from a mid-sized contractor and best practices for deployment.

Last updated: May 22, 2026 (UTC) Why Construction Needs Multi-Agent Systems Traditional project management tools—spreadsheets, Gantt charts, and manual coordination—struggle to keep pace with the complexity of modern construction projects. Delays