To ascertain if an AI agent is truly enhancing safety, one must look beyond its immediate outputs. Crucial indicators include a demonstrable reduction in safety incidents or near-misses and an improvement in compliance rates with relevant regulations and internal protocols. Furthermore, collecting and analyzing user feedback from those interacting directly with the AI is essential to understand its practical impact and identify areas for improvement. It's also vital to ensure the AI's decision-making process is transparent and auditable, allowing for human oversight and intervention when necessary, thereby fostering trust. Observing a consistent decrease in human errors attributed to AI support and an increase in overall operational resilience also signify success. Ultimately, quantifiable safety metrics and qualitative user experiences combined provide a comprehensive view of the AI's efficacy in promoting a safer environment. More details: https://commaoil.ru/bitrix/rk.php?goto=https://infoguide.com.ua