Built for my worst days on site.
I spent years watching the same thing play out: a good supervisor could glance at a line and clock hazards a new hire would walk straight past — but that instinct never left the building, and it usually surfaced too late, as blame, after someone was already hurt. I didn't want another clipboard or a course nobody remembers. I wanted that expert eye in everyone's pocket. So I built SafetyPulse — image analysis wired to the frameworks I trust (PESTLE-H, 5 Whys, Hierarchy of Controls), with one line I've never been willing to cross: find the system that failed, never the person.
And I'll say the quiet part out loud: AI must never take away accountability, responsibility, or personal connection — the walk-and-talk, the judgement call, and the person who signs their name to the outcome. SafetyPulse is built to support those, not replace them. It reads the scene and names the hazard; you confirm it, own it, and act on it. The tool sees — a person is still responsible.
And it won't be perfect — AI makes mistakes, and this tool is no exception. But it does the majority of the work, and it's a genuinely good way to learn to spot hazards and understand why they matter. Treat it as a sharp second pair of eyes, not the final word.