Why Severity Matters

When a dozer goes down at a remote pit, the response needs to match the urgency. A blown hydraulic line (Severity 1) needs a mechanic immediately. A cracked windshield (Severity 3) can wait until the mechanic is already heading to that location.

The 5 Levels

LevelLabelExampleResponse
1Machine DownWon't start, safety riskSMS to mechanic immediately
2Needs WorkLow coolant, emissions codeSMS to mechanic
3Combine & WaitBroken wiper, loose boltsEmail, batch when nearby
4Needs ClassificationAI unsureMechanic classifies, AI learns
5Non-issueOperator complaint, no actionEmail to management

How AI Learns

When mechanics reclassify Severity 4 items, Dozer remembers. Over time, the AI gets better at triaging on its own.