Storytellers.ai LLC is building a set of pro-bono advanced analytics tools to address individuals impacted by unjust imprisonment. These tools are informed by conversations and insights from dozens of advocates in this space and fall into two primary categories: (1) advanced analytics for prison populations at the individual level, including demographic attributes, and (2) ontologically powered LLM applications that improve both the speed and quality of advocates' appeals.