Enterprise conversations surrounding artificial intelligence have shifted from initial enthusiasm to a focus on accountability and responsible implementation, according to analyst firm ISG. The industry movement toward tokenomics and measurable AI governance represents a maturing approach to enterprise AI adoption. ISG views this transition toward accountability metrics as a positive development for sustainable AI deployment across organizations.