EWS – AI‑Based Early Warning System for SME Lending (BFS)​​

EWS is an AI‑driven early warning solution that enables financial institutions to proactively monitor the credit health of SME borrowers and lending portfolios. By unifying financial, behavioral, and market data and applying advanced machine learning models, EWS identifies early distress signals well ahead of defaults, enabling timely intervention, reduced loan losses, improved regulatory compliance, and stronger lender-borrower relationships.​