Architecting TrueLook’s AI-powered construction safety system on Amazon SageMaker AI

This post is co-written by TrueLook and AWS.

TrueLook is a construction camera and jobsite intelligence company that provides real-time visibility into construction projects. Its platform combines high-resolution time-lapse cameras, live video streaming, and AI-powered insights to help teams monitor progress, improve accountability, and reduce risk across the entire project lifecycle.

TrueLook used Amazon SageMaker AI to build and deploy an AI-powered construction safety monitoring system that automatically detects personal protective equipment (PPE) by combining TrueLook’s experience in jobsite camera systems using the AWS machine learning (ML) infrastructure. TrueLook has built a solution that identifies safety issues through automated image analysis to identify PPEs such as hard hats, high-visibility safety vests, safety helmets, gloves, protective eyewear, and much more. Through this system, project teams can surface unsafe working conditions, non-compliant behavior, and exposure to high-risk zones faster, strengthening overall safety governance. AI is helping TrueLook move from manual checks ...