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Guide

The PPE Compliance Buyer's Guide for Safety Leaders

How to evaluate AI-based PPE detection: accuracy expectations, deployment models, and the questions to ask every vendor before you sign.

Vuelytics Team · June 2, 2026

Why PPE detection is harder to evaluate than it looks

Most PPE detection demos look the same: a person walks into frame, a box appears around a hard hat, everyone nods. The differences that actually matter — accuracy in low light, performance with obstructed views, how false positives are handled — rarely show up in a five-minute demo.

This guide is meant to give safety leaders a structured way to evaluate PPE detection vendors beyond the demo, based on the questions that tend to surface six months into a deployment rather than in the first sales call.

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