The Judge and the Data Scientist Rebuilding Justice From the Inside

Courtney hears 200 domestic violence cases a day. She has six months to work with, structurally, the maximum sentence her municipal court can impose, and she's spent over a decade building intervention programs, wellness courts, and a first-of-its-kind Fathers for Change program inside that constraint. Then she co-founded a startup with a data scientist. Thaddeus built data systems at Amazon, Cerner, and CVS Health before joining Courtney to build MAGIS: a platform combining speech recognition, AI analysis, outcome tracking, and grant management for courts. In this episode of The Disruption Lab, part of the Social Venture Studio Founder Series, Kevin McGinnis talks with Courtney and Thaddeus about what it takes to build technology inside one of the most cautious, high-stakes systems in the country: the courts. They dig into racial bias in AI risk-assessment tools, what it actually means to sell software to a judge, and what changes for the person standing in front of the bench when the system finally has the data to see them. This is a conversation about power, trust, and what happens when the people inside a system decide to rebuild it from within.