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MayonRx is a deterministic Clinical Decision Support System (CDSS) powered by the Mayon-Net neurosymbolic architecture. It analyzes 15+ concurrent medications in under 15ms with a 0.0% hallucination rate—replacing probabilistic black-box LLMs with mathematically grounded, auditable clinical pharmacology.
Hi Product Hunt! 👋
The biggest issue with deploying LLMs in healthcare is non-determinism: high-stakes clinical pharmacology leaves zero margin for hallucinations or "probabilistic best guesses."
We built MayonRx using a neurosymbolic engine (Mayon-Net) to eliminate that risk entirely. By grounding inference in FDA SPL monographs and RxNorm ontologies, the system performs complex polypharmacy evaluations across 15+ concurrent drugs in under 15 milliseconds—with a 0.0% hallucination rate.
We’d love for the PH community to check out our live validation suite and share feedback on our architecture, latency benchmarks, and UI. We’re hanging out in the comments all day to answer your questions!
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About MayonRX on Product Hunt
“pharmacology”
MayonRX was submitted on Product Hunt and earned 1 upvotes and 1 comments, placing #158 on the daily leaderboard. MayonRx is a deterministic Clinical Decision Support System (CDSS) powered by the Mayon-Net neurosymbolic architecture. It analyzes 15+ concurrent medications in under 15ms with a 0.0% hallucination rate—replacing probabilistic black-box LLMs with mathematically grounded, auditable clinical pharmacology.
MayonRX was featured in Medical (3.5k followers) and Health (6.9k followers) on Product Hunt. Together, these topics include over 10.1k products, making this a competitive space to launch in.
Who hunted MayonRX?
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