HeyDonto AI Technology is the holding company behind five companies built as one stack. Axiomera, our data-transformation platform, makes enterprise data mean the same thing everywhere — proven in healthcare, not limited to it. Conduit (dental interoperability) and Quantara (clinical intelligence) are the focused applications that run on it. DFT Labs is the peer-reviewed research underneath, and Red Wheelbarrow is the development platform we built to ship all of it. Here is how they stack up.
Connects dental to the rest of healthcare: referrals, records, authorizations, and claims, all on open standards. Built on Axiomera, so every connected system speaks the same FHIR‑native language.
Enter Conduit →Turns pathology, imaging, and molecular data into structured, decision-ready clinical signal. Built on Axiomera: clinical data harmonized once, analyzed everywhere.
Enter Quantara →The layer both applications are built on. It classifies, maps, and harmonizes enterprise data — across sources, and across time as schemas and code sets drift — so every system means the same thing. Clinical, operational, financial, supply-chain; built for any industry, proven in healthcare. Conduit and Quantara both run on Axiomera.
Enter Axiomera →The peer-reviewed research the platform draws from. DFT Labs develops Data Field Theory, a physics-first account of intelligence as a continuous field on a geometric substrate. It is a published framework being tested in public benchmark competitions — a foundation the science rests on, not a model, and not a product that runs on the layer.
The multi-agent software-development platform we built to ship our own companies. Specialized agents carry work from recon through implementation, code review, and QA, behind gates that make “done” machine-verifiable. It is how a small team builds and maintains everything above — and it is available as a product.
Conduit and Quantara are the applications you use. They rest on Axiomera, the data-transformation platform they are both built on — horizontal infrastructure, not limited to healthcare. DFT Labs is the foundational research underneath it all, a separate discipline the science is grounded in. Red Wheelbarrow is the development platform the portfolio is built with — the internal tool that became a product. One platform, focused companies on top: they are worth more together than apart.
Repeat founders and operators paired with published, peer-reviewed scientific and engineering leadership across Knoxville and Berlin.
Founder & CEO
A repeat founder who has started and sold three software companies, three for three, across bootstrapped exits and the institutional venture and private equity route. Also an active angel investor. Drives strategy, partnerships, and capital across the HeyDonto portfolio.
Co-Founder & CTO
Architect of HeyDonto's foundational AI: evolutionary neural networks, semantic intelligence, and the SCE to DMM to DHM pipeline. Principal investigator across the company's peer-reviewed publications and inventor on its patent filings, including a USPTO Notice of Allowance. Leads all model and harmonization research and the SURGFIELD surgical-AI program.
President, Quantara
Head of Growth, Axiomera
Twenty-plus years in pharma commercial leadership, enterprise BD, and clinical operations across Shionogi, Hologic, WCG, and Dosentrx. As VP of Strategic Commercialization at Dosentrx he ran commercial strategy for a clinical-stage oncology business; at WCG he built a BD book from zero to more than twenty million dollars, closing six Fortune 500 clients. An investor in HeyDonto before joining.
President, Conduit
More than sixteen years at Henry Schein, the world's largest dental distributor, most recently as Vice President of MultiSite Sales and Customer Delivery. Former Chief Customer Officer at Membersy and President and General Manager of Dentalhitec Americas. Leads Conduit's commercial strategy and its largest distribution relationships.
Head AI Researcher
Founder of Topscale AI, acquired by HeyDonto, and former Managing Partner at Finance IT Forward, where he spent three years building fintech systems with AI-driven operations. At HeyDonto, Youssef works as an AI researcher across the portfolio's semantic classification, mapping, and harmonization models.
Co-Founder & Chief Commercial Officer, Conduit
Co-Founder of HeyDonto and Axiomera and Chief Commercial Officer of Conduit. A career sales and business-development leader who has built sales processes, CRM systems, and field teams across healthcare, technology, and finance ventures. Drives Conduit's commercial execution and channel growth.
Head of AI
Leads applied AI delivery across HeyDonto, Axiomera, and Conduit from Berlin. Former Head of R&D and Engineering at ReDent Nova with deep Class I and II medical-device development and MDR certification expertise, plus an AI research post at TU Berlin spanning computer vision, real-time edge ML, and generative AI.
Chief Operating Officer
Scaled WhiskerCloud's technology and operations through its acquisition by Petvisor, where she served as SVP of Technology, then COO of HeyDonto after a CMO tenure. She builds the repeatable systems and execution discipline that hold delivery together across every HeyDonto function.
VP of Engineering, Conduit
Polymath open-source engineer based in Berlin. Principal Software Engineer on the HeyDonto AI API, with prior senior and principal engineering roles at Klarna (security) and Morressier (core platform). Deep across Python, Go, cloud architecture, and cybersecurity. Leads Conduit's engineering.
Press releases, peer-reviewed research milestones, and media coverage from HeyDonto and its companies.
A staged plan to test the physics of intelligence: the foundational paper is published, and the framework is now being tested in public benchmark competitions.
Read the release →The enterprise-technology outlet reports on HeyDonto's new research company and its physics-based framework for machine learning.
Read the story →The round, at a $200 million valuation, funds Conduit's scale-up: FHIR exchange infrastructure, EHR connectivity, and the engineering and commercial teams.
Read the release →