..., inflation volatility, credit expansion and labour-market fragility emerge as dominant systemic risk drivers. Originality/value To the best of the authors’ knowledge, this study proposes the first SDG-aligned, explainable AI–RegTech crisis prediction architecture explicitly designed for supervisory...