The new ML-driven model predicts income ranges from privacy-consented smartphone device metadata, expanding access to fair credit in data-scarce markets.
The partnership combines ZOLOZ’s AI-driven identity verification with Credolab’s behavioral metadata analytics, enabling lenders and digital platforms to onboard customers faster, detect fraud earlier, and make smarter credit decisions.