The convergence between artificial intelligence, sustainability measurement and knowledge management is reshaping how organisations diagnose vulnerability, create value and build resilience. This paper examines the Noverim case as the basis for a study hypothesis: AI-enabled sustainability ratings may help identify organisational disequilibrium before conventional accounting data reveal it. The article does not present original empirical [...]