ICS.AI reflects on two days at Jisc Digifest 2026, exploring how AI in higher education is moving from experimentation to implementation. From human-centred digital transformation and physical AI to the role of digital capability and a £5m savings guarantee, the conversations showed how universities and colleges are beginning to realise real value from AI.