HeyDonto AI API Information

HeyDonto Labs is a research group with an engineering floor attached. Dr. Reza Nehzati takes an idea from first principles through peer review and patent filing. What holds up gets engineered into working software. What earns a market gets its own leadership and goes out on its own. Four things have come out of the lab so far. Axiomera is data transformation and the analysis layer on top of it. It standardizes fragmented data to whichever standard you target, binds it to shared terminologies, and harmonizes it until it agrees with itself, inside your own cloud. Built for the data problem rather than one industry: government, defense, medical, animal health, dental. It runs independently as its own company. Conduit is the patient exchange. It moves patients, records and authorizations between dental practices, and between medical and dental, so a referral arrives as structured data rather than as a fax. An active member of the Oral Health Interoperability Alliance. Run independently under its own president. Red Wheelbarrow is the multi-agent software development platform the lab built for itself. A small team had four ventures to build and maintain, so we made something that could carry the load, then ran everything else through it. Data Field Theory is a geometric framework for machine learning on Riemannian manifolds, published in Frontiers in Big Data. It treats learning as geometry on curved space rather than as a pipeline problem, and it is the furthest upstream work in the lab. Five papers published in peer-reviewed journals, fourteen more under review, and a USPTO notice of allowance on the evolutionary neural networks work. Peer review is slower than shipping. It is also the only place where being wrong is cheap.