In this study, AI and grounded theory were applied in three secondary schools in Lebanon. The combination was appropriate, but also presented difficulties. The principals refused to take part and did not permit teachers to participate. Success was limited because it relied on the stakeholders’ commitment, but combining AI and aspects of grounded theory highlighted unexplored territories in the field of care in education.