Field evidence
Transformation cases
I don't just explain how a university should be. I know what happens when a university genuinely tries to transform. These cases document context, decisions, resistance, results and lessons.
Spain
Private university (Spain)
From AI plagiarism detection to a complete redesign of assessment: process evidence, learning traceability and judicious AI use across 14 degree programmes.
Colombia · Mexico
University network (Latin America)
From the isolated initiative of enthusiastic faculty to one of the region's largest experiential learning operations: more than 200 industry challenges every semester, embedded in the curriculum and generating employability evidence.
Portugal
Public university (Europe)
From 23 isolated AI initiatives to an institutional strategy with governance, literacy and a two-year roadmap.