MINEDXAI
Mined XAI is a private Ohio-based explainable AI company that applies its proprietary Deep Topological Modeling methodology to deliver demand forecasting, supply chain optimization, item-master intelligence, and casualty-triage decision support for enterprise customers in wholesale distribution, manufacturing, CPG, higher education, non-profits, fleet, and defense.
- Company typePrivate
- Founded2020
- HeadquartersFairborn, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What MINEDXAI does
Mined XAI, LLC is a private, Ohio-based explainable artificial intelligence company founded in 2020 by Ryan Kramer, PhD, that builds a glass-box AI platform on top of a proprietary methodology called Deep Topological Modeling (DTM). DTM originated from a DARPA program and was refined at the US Air Force Research Laboratory; it is positioned as an alternative to opaque neural networks, designed to preserve and surface the underlying relationships in complex, fragmented enterprise data rather than flattening them into opaque predictions. The company sells to enterprise buyers in wholesale distribution, industrial manufacturing, consumer packaged goods, higher education, non-profits, fleet management, and defense/federal, with reported outcomes including 95%+ SKU-level forecast accuracy 90 days out, 2x improvement in understock detection, and $413M in recovered revenue from stockouts in a single distribution engagement.
The product portfolio is anchored by a "Data-Agnostic AI" core platform and extends into vertical-specific solutions: Enterprise Forecasting, Supply Chain Optimization, Item Catalog Management (master-data deduplication), Socio-Economic Planning for higher ed and non-profits, Fleet Management + Risk Modeling, and REACT-X, a casualty-triage decision-support system developed with Ohio State University, Wright State University, NASA, NAMRU-D, and AFRL under a $1.24M OFRN grant awarded in November 2025. Revenue mechanics combine enterprise subscription/contract revenue (quote-based, multi-year, with a 30-60 day pilot deployment), government research grants, and professional services across Discovery, Design/Build/Validate, and Implementation/Sustainment phases. GTM is enterprise field sales, reinforced by strategic investment from Winsupply Inc. (March 2025), a dedicated VP of Revenue Growth and CMO, content marketing, and a recent Dayton Business Journal Entrepreneur of the Year recognition. Leadership is heavily drawn from the Air Force Research Laboratory and MIT CSAIL, reflecting the company's defense-research origins.
MINEDXAI firmographics
Firmographics- Name
- MINEDXAI
- Legal name
- Mined XAI, LLC
- Website
- https://minedxai.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Mined XAI is a private Ohio-based explainable AI company that applies its proprietary Deep Topological Modeling methodology to deliver demand forecasting, supply chain optimization, item-master intelligence, and casualty-triage decision support for enterprise customers in wholesale distribution, manufacturing, CPG, higher education, non-profits, fleet, and defense.
- Ownership category
- akta.pro rank
MINEDXAI industry classification
Industry- Product category
- Enterprise AI Software
- NAICS
- Software Publishers (51321), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Model Transparency, Explainability & Interpretability (XAI) (HDAAAMAB)
- akta.pro secondary industries
- AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where MINEDXAI is headquartered
LocationHeadquarters
- HQ city
- Fairborn
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
MINEDXAI business model
Business model- GTM type
- B2B
- Offering type
- Software
Revenue model
- Enterprise AI Solutions: Consultative enterprise sales of explainable AI solutions for demand forecasting, supply chain optimization, and decision intelligence. Revenue appears to come from solution implementation and ongoing platform access.
- Government Research Grants: Funded research projects through OFRN and similar federal research programs. $1.24M OFRN grant awarded for REACT-X project (2025), with collaborators including Ohio State University and Wright State University.
- Professional Services: Discovery phase (30-60 days), Design/Build/Validate phase (90-120 days), and ongoing Implementation/Sustainment phases suggest professional services component.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Pilot Program |
Go-to-market motion2 records
Distribution channels1 record
Marketing channels5 records
MINEDXAI product offering
Product offeringCore offering
Mined XAI develops and sells an explainable AI (XAI) software platform built on its proprietary Deep Topological Modeling (DTM) technology. The platform delivers demand forecasting, supply chain optimization, item catalog management, and decision intelligence solutions to enterprise customers in wholesale distribution, manufacturing, CPG, higher education, non-profits, and federal/defense sectors, with a glass-box approach that exposes the reasoning behind every AI recommendation.
Product overview
Mined XAI offers an explainable AI (XAI) platform built on proprietary Deep Topological Modeling technology. The core platform is Data-Agnostic AI, which serves as the foundation for specialized solutions including Enterprise Forecasting, Supply Chain Optimization, Item Catalog Management, Fleet Management + Risk Modeling, and Higher Education/Nonprofits solutions. All products share the company's signature glass-box approach, providing complete transparency in AI decision-making with human-in-the-loop validation. The portfolio was extended in 2025 with REACT-X, a specialized medical triage decision-support system developed in partnership with Ohio universities for military and civilian applications.
Differentiator
Problem solved
Functional benefit
Products and services
- Enterprise Forecasting AI-powered demand forecasting solution providing real-time forecasts, smart sales strategies, and clear recommendations at the SKU, seller, customer, and channel level. Delivers 95+% forecast accuracy 90 days out with ranked decision signals for prioritizing action. Targeted at enterprise planning and operations teams.
- Supply Chain Optimization Explainable AI solution for inventory management, demand forecasting, and logistics optimization. Enables SKU-level demand forecasting, service level optimization, right-sized inventory, and de-risked logistics through prioritized risk alerts and ranked recommendations. Designed for wholesale distribution and manufacturing operations.
- Item Catalog Management Master data management solution that detects near-duplicate item records, identifies completeness gaps, and exposes classification drift. Uses full-record matching across descriptions, attributes, UOM, manufacturer/MPN, specs, and vendor fields to unify duplicates with human-approved workflows and audit trails.
- Data-Agnostic AI Core XAI platform that transforms data from any source into clear, reliable decisions. Uses Deep Topological Modeling to uncover hidden patterns in complex data, connect disparate data sources, and deliver explainable insights across any industry or data type including biometrics, operational parameters, chemical data, and environmental signals.
- Higher Education and Nonprofits Socioeconomic planning solution using explainable AI to help academic institutions, nonprofits, and policy organizations make resource allocation decisions. Features enrollment forecasting, retention analysis, program evaluation, and community impact measurement.
- Fleet Management + Risk Modeling AI-powered solution for identifying fleet risks, ensuring compliance, protecting assets, and safeguarding integrity. Delivers risk assessments and recommendations for fleet operations with full transparency and explainability.
- REACT-X Resilient Explainable AI for Casualty Triage with Logistics Awareness. Advanced triage decision-support platform that analyzes multimodal data to generate transparent, XAI-enabled risk assessments for military and civilian casualty scenarios, helping first responders and medics prioritize life-saving interventions in resource-constrained environments.
Quantifiable outcome
- 95+% SKU-level forecast accuracy, 90 days out
- +6 more outcomes
Companies that use MINEDXAI
Customer profileNamed customers4 records
Segments8 records
MINEDXAI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability7 records
Feature6 records
MINEDXAI partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core and secondary.
- The Ohio State University Injury Biomechanics Research Center (IBRC)coreCollaborator on REACT-X project for advanced triage decision-support. IBRC brings interdisciplinary team of engineers, anatomists, anthropologists, physicians, and computer modelers focused on injury mechanisms and thresholds.
- Wright State University Interaction Design and Modeling LabcoreCollaborator on REACT-X project. Engages in fundamental and applied research in Human-Computer Interaction including decision support systems and human performance modeling.
- Injury Biomechanical Global (IBG)secondaryCollaborator on REACT-X project. Dedicated to reducing fatalities and serious injuries by advancing Safe System Approach principles.
- Ohio Manufacturing Innovation Center (OMIC)secondaryCollaborator on REACT-X project. Provides technical research capabilities and electronic design, prototype, and small-scale production facilities.
- U.S. Air Force Research Laboratory (AFRL)coreNon-funded federal partner on REACT-X project. Mined XAI originated from technology developed at AFRL. Long-standing relationship with 20+ years of federal service by founder Ryan Kramer at AFRL.
- Naval Medical Research Unit-Dayton (NAMRU-D)secondaryNon-funded federal partner on REACT-X project for casualty care research.
- NASAsecondaryNon-funded federal partner on REACT-X project.
- Parallax Advanced ResearchcoreManager of Ohio Federal Research Network (OFRN) in collaboration with The Ohio State University. Funds and facilitates statewide R&D projects focused on critical mission needs of Ohio's federal installations.
Scale indicators8 records
Recent moves6 records
Expansion highlights6 records
MINEDXAI competitors and assessment
Company assessmentMarket position
Competitive moat4 records
Key risks5 records
Key highlights6 records
Customer concentration
MINEDXAI social profiles
Digital presenceMINEDXAI financial estimates
Financial estimateRevenue estimate
Valuation estimate
MINEDXAI leadership team
Management profileNumber of profiles
MINEDXAI funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
MINEDXAI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about MINEDXAI
What does MINEDXAI do?
Mined XAI develops and sells an explainable AI (XAI) software platform built on its proprietary Deep Topological Modeling (DTM) technology. The platform delivers demand forecasting, supply chain optimization, item catalog management, and decision intelligence solutions to enterprise customers in wholesale distribution, manufacturing, CPG, higher education, non-profits, and federal/defense sectors, with a glass-box approach that exposes the reasoning behind every AI recommendation.
Is MINEDXAI a public or private company?
MINEDXAI is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was MINEDXAI founded?
MINEDXAI was founded in 2020. It employs 11 to 50 people.
Where is MINEDXAI based?
MINEDXAI is headquartered in Fairborn, United States, in the North America region.
How does MINEDXAI make money?
Three revenue lines are on record. Enterprise AI Solutions are the primary driver. The others are government Research Grants and professional Services.
Does MINEDXAI have an API?
No public API is recorded for MINEDXAI.
What industry is MINEDXAI in?
MINEDXAI's product category is Enterprise AI Software. Its primary akta.pro industry code is HDAAAMAB, Model Transparency, Explainability & Interpretability (XAI), with a secondary code of HDAAAMAA, AI Governance, Risk & Compliance (GRC) Platforms. Its NAICS code is 51321 and its SIC code is 7372.