Mined XAI’s proprietary technology is vastly different from competitor AI approaches. Instead of using black-box neural networks approaches, our deep learning AI utilizes Topological Data Analysis to structure underlying relationships in the data, fuse information across multiple data types, and create inspectable models that capture hidden relationships in the data. These relationships provide hallucination-free insights that other AI solutions miss.