Who's Liable When an AI Safety Platform Misclassifies an OSHA-Recordable Injury?
Every EHS software vendor on the market is now selling the same feature: AI that reads an incident narrative and tells you whether it's OSHA-recordable. Recordable versus first aid. DART versus non-DART. Days away, restricted, or transfer. The pitch is consistent across the category — faster classification, fewer inconsistent logs, less time spent arguing about 29 CFR 1904.7 in a conference room. What none of these vendors advertise is what happens when the model gets it wrong. And it will get it wrong. Not often, and not dramatically — but recordability determinations sit on judgment calls that even experienced safety managers disagree on: whether a restriction counted as "restricted duty," whether first aid crossed into medical treatment, whether a case is work-related at all under the geographic-presence and causation tests in 1904.5. An AI model trained to pattern-match incident narratives against those tests will occasionally land on the wrong side of a genuinely clo...