Sequence-Aware Behavioral Credit Engine (SABRE): Deep Learning for Continuous Affordability and Early Distress Detection in Digital Lending

Traditional credit risk assessment methodologies suffer from temporal limitations that prevent effectivedetection of emerging financial stress and behavioral changes in borrowers. The Sequence-AwareBehavioral Credit Engine (SABRE) framework addresses these constraints through deep learning sequence models that process time-ordered financial event streams to generate continuous