Context: In the mining industry, Lost-Time Injury Frequency Rate reflects whether risk is actively controlled while work is underway, across surface and underground operations, mineral processing, and mining services.

Challenges: Fatigue builds, task conditions change, equipment behavior drifts, and handovers miss critical context, with each signal visible in isolation but no one intervening decisively while the situation is still controllable.

Solution: The Safety Execution Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors near-miss frequency and fatigue exposure as thresholds are approached and intervenes during task reallocation and escalation decisions, flagging unsafe sequencing before exposure turns into injury.

Impact: Mining operators following this approach see teams act earlier with current conditions in view, with LTIFR declining because execution consistently intervenes before harm occurs.