Bank operations teams were buried in paperwork. Documents, loan adjustments, compliance checks, and case approvals moved through a chain of emails, manual re-entry, and phone follow-ups across disconnected systems. A single batch could take up to two weeks to clear, and the process was nearly invisible once it began.

That invisibility was the real pain. Front office staff couldn't track a case after submitting it, and back office teams re-validated the same data repeatedly, often catching errors only after hours of manual work. I designed one AI-powered platform to replace the chain: documents upload, data extracts and validates automatically, and cases route from front office to approval with real-time visibility for everyone.