Lending Technology

In the race to automate credit underwriting, financial institutions have rushed toward generative AI and large language models (LLMs). The pitch sounds tempting: hand over unstructured bank statements, tax returns, and borrower histories to a high-capacity probabilistic model, and let deep learning spit out an instant risk assessment. However, a harsh reality check is unfolding inside risk committees and central bank audit rooms worldwide. Regulators—from the US Federal Reser

Detecting modern bank statement fraud requires looking beyond surface-level OCR. From metadata edits to circular transactions, discover the top 20 bank statement fraud patterns every credit underwriter must know—and how Hobbiate (powered by FinLens & Bharosa-AI) automates explainable, evidence-backed fraud detection to reduce credit risk.