James Carson

James Carson is a data scientist, AI practitioner, and co-founder of Jadion LLC. He has spent more than a decade building machine learning systems that operate at the center of high-stakes business decisions: systems that price risk, predict behavior, and inform strategies where being wrong is expensive.

James believes that the most important quality of an AI system is not its accuracy on a benchmark. It is whether the people using it actually trust it. That conviction came from years of hands-on work: designing models from scratch, watching them fail in production, rebuilding them, and learning what it takes to make a system that earns confidence over time rather than just demanding it. In his experience, the organizations that get the most out of AI are not the ones with the most sophisticated models. They are the ones that have done the harder work of building the culture, the processes, and the leadership capacity to use those models well.

Before co-founding Jadion, James led a machine learning team at one of the largest mortgage companies in the United States, where he built predictive systems across capital markets and core business operations, helping the organization make faster, more confident decisions at scale. He also founded and led the company's Responsible AI practice, one of the first of its kind in financial services, developing the governance frameworks, interpretability standards, and review processes that allowed the organization to deploy AI at scale without losing accountability. His work earned two national TDWI awards and a research partnership with the University of Michigan's MIDAS data science institute.

Jadion grew out of something James kept seeing over and over: organizations sitting on enormous potential, surrounded by data and AI tools, but stuck. Not because they lacked talent or resources, but because they lacked the clarity, the trusted guidance, and the practical frameworks to move forward with confidence. He co-founded Jadion because he wanted to do that work directly, partnering with leaders who are ready to transform and building the kind of AI-powered organizations he spent years learning how to create from the inside.

Leadership and service are at the core of how James works. He is as focused on developing the people around him as he is on the systems they build together.

James holds degrees from the University of Michigan, Michigan State University, and the London School of Economics. He is based in Detroit, Michigan.