Behind every “zero-incidents” company report, hidden hazards may already be accumulating—risks that could become serious injuries tomorrow. The question every executive should be asking is not, “Did anything go wrong last month?” It is: “Where is risk building on my projects right now?”

Most construction organizations cannot answer that question. Not because the data does not exist—it does. Every active project generates daily inspection findings, labor records, near-miss reports and audit results. The problem is that standard safety systems collect this data and then report it in ways that make it operationally useless for prevention. They describe the past. They predict nothing.

The predictive safety analytics framework (PSAF) is a practical, deployable system developed from years of applying data science to large-scale construction portfolio operations that takes the safety data construction organizations already collect and transforms it into a forward-looking risk signal. The result? A single weekly score that tells executives where risk is concentrating across their portfolio before anyone gets hurt.

Reprinted courtesy of Tabrez Zahoor, Construction Executive, a publication of Associated Builders and Contractors. All rights reserved.