Paperwork isn’t something most people think about—until it slows everything down. By Evan J. Cholfin When I sat down with Mang-Git Ng for this episode of AI SPEED, I expected a conversation about document automation and APIs. What I didn’t expect was how quickly it reframed something we all take for granted: paperwork. Because the reality is, the world still runs on it. Contracts, forms, applications—so much of how business operates is built on documents. And yet, most of it

In this episode of AI SPEED, Evan J. Cholfin speaks with Paresh Ashara of Quinte Financial Technologies about how AI is reshaping financial services through document automation, smarter workflows, and more efficient operations. The conversation explores the practical side of adoption, where clean data, regulatory realities, and human oversight matter just as much as the technology itself.