ABOUT MINED XAI

We built explainable AI for decisions where a wrong call wasn’t an option.

Mined XAI's method was forged in defense research, where you had to trust the model and still be able to question it. We brought that standard to the enterprise: the supply chains of distributors, manufacturers, and CPG companies — and a growing set of organizations facing the same problems in different environments.

Talk to our team How We Work

Recognized by

2024

Innovator of the Year

2025

Veteran-Owned Business
of the Year Finalist

2025

Entrepreneur of the Year

WHERE WE COME FROM

From the hardest problems in defense to the decisions that run your business.

Most AI companies start with a product and look for a market. We started with a method that had to work where the cost of being wrong was measured in lives, and we spent years proving it before we ever pointed it at an organization.

Born from DARPA research

Our deep topological modeling came out of a pioneering program to let people exploit and interrogate their own data, not just receive an answer.

Proven on intractable problems

At the US Air Force’s leading research lab, we refined the method on dozens of the service’s hardest problems. The kind where a recommendation no one could question simply didn’t get used.

Built for the enterprise

We made that engine robust and scalable for commercial use. The same method now forecasts demand and right-sizes inventory. It’s still doing the hardest version of the work too, including battlefield triage and medical logistics in our active REACT-X research.

WHAT MAKES US DIFFERENT

Why our explainable AI holds up where others struggle.

Better decision quality

Clients make business decisions based on entire data ecosystem interactions vs. a small subset of data. Drives superior accuracy and enterprise-wide context.

Proprietary AI / ML technology

Reliable intelligence grounded in the customer's unique context rather than generic model knowledge.

Co-developed with the client

Better fit, faster adoption and greater operational knowledge than rigid out-of-the-box solutions.

Built for high-consequence decisions

Greater confidence, governance and human control when AI influences consequential business and operational decisions.

Meet our team

The team building it

Morley Stone, PhD

Chief Executive Officer

Morley has 35 years of leading cutting-edge technological development at multi-billion-dollar research enterprises that include government and academia. He brings this vast technical and leadership experience to accelerate the deployment and integration of Mined XAI’s explainable artificial intelligence solutions across a variety of disciplines. Morley directs the company’s strategic vision, incorporating input from Mined XAI’s Board of Directors and C-suite colleagues. He has established the company’s culture of openness and prioritizing our employees. Morley has a Bachelor’s degree in Biological Sciences from Wright State University and a PhD in Biochemistry from Carnegie Mellon University. Morley enjoys traveling to the Rocky Mountain states for outdoor activities, getting daily exercise and grilling on the weekends.

WHO WE WORK WITH

We aim our expertise at your problem.

Most teams are making high-stakes decisions on a partial picture. Often that's in distribution, manufacturing, and CPG. But our Engine isn't built for one industry, and it crosses domains into wherever complex decisions are made.

Distribution

Demand, inventory, pricing, and product data across branches and DCs, improving fill rate, working capital and allocation decisions.

Manufacturing

Demand, production, inventory, and quality signals across plants, strengthening planning, material availability, and throughput.

CPG

Demand, promotion assortment, and channel signals across customers and SKUs, optimizing forecast accuracy, inventory placement, and commercial performance.

Higher education & nonprofit

Enrollment, giving, and program data — the same engine, applied where stakes are mission, not margin.

Process & quality intelligence

Connects chemistry, automation, and quality data to reveal variations and emerging issues.

Intellectual curiosity is welcome here.

Innovation

Our work gives customers a clearer view of their own organizations and the chance to change how they operate. We hire for a curiosity-driven mindset, because that's what produces solutions worth defending.

Joy

We want people to chase their own version of it, whether that's a class, a bucket-list trip, or just protecting the time to exercise. We watch for healthy work/life balance and mean it.