Process industries face evolving safety challenges linked to increasing system complexity, digitalisation, human–machine interaction and organisational change. Traditional safety performance indicators are often reactive and lagging, limiting their usefulness for proactive risk management. There is a need for smarter indicators that capture predictive and human-centred aspects of safety performance. The SPI² project addresses these challenges by developing proactive and intelligent safety performance indicators to support improved safety management in process industries.