In heavy industrial operations, Health, Safety & Environment (HSE) reporting is critical to ensuring regulatory compliance, risk mitigation, and workforce protection. At Jorf Lasfar, incident documentation relied on manual drafting and validation processes, leading to delays, variability in reporting quality, and reduced time available for preventive safety actions.