Mined XAI

Mined XAI provides enterprise-grade explainable artificial intelligence (XAI) solutions designed to transform complex, multi-dimensional data into strategic, actionable insights. Founded in 2020 and headquartered in Dayton, Ohio, the company utilizes a proprietary deep topological modeling approach, originally developed through a DARPA program and refined at a US Air Force research organization. Unlike traditional forecasting systems that often rely on linear assumptions and historical transaction data, Mined XAI’s methodology identifies hidden relationships across various data streams—including demand, inventory, operational, and commercial information—to deliver transparent, defensible, and scalable decision-support models for organizations.

By focusing on explainability, the company helps clients in sectors such as wholesale distribution, manufacturing, and supply chain management address complex challenges in enterprise forecasting, risk modeling, fleet management, and resource optimization. Mined XAI’s solutions are engineered to improve forecast accuracy, detect supply chain risks earlier, and boost overall operational efficiency. The company has demonstrated its market utility through long-term strategic partnerships, notably with Winsupply Inc., which completed a minority investment in Mined XAI in 2025 following a multi-year collaboration focused on leveraging XAI to enhance distribution and logistics performance.