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MedHive.AI

health AI / medtech / digital health
StageBootstrapped/No funding raised
YC batchNot YC-backed
Raised$0
Founded2025
Employees3
LocationAtlanta, GA
Valuation$821,328

About

Do you have a loved one who is desperately waiting for life-saving diagnostics and therapy? Did you know that on average, it takes around 8-9 years to bring a Medical Device Therapy to market? We have started MedHive to accelerate Medical Device R&D, saving precious lives in the process. MedHive is a Knowledge Hive that enables collaborations and knowledge sharing between communities of knowledge workers. We create a unified view of knowledge currently fragmented across multiple QMS, PLM, Autocad, and ERP Systems. Knowledge is gathered across all the phases of the device lifecycle - Incubation, Develop, Launch, and Sustain. Past Knowledge related to Predicate Devices and current knowledge (including unstructured, ill-defined, and ambiguous knowledge of multiple failed concepts) is leveraged using AI to generate insights and knowledge; and make design recommendations for the present and the future. This is estimated to speed up the time to market by around 40% and reduce overall costs by about 40-50%. MedHive is the first AI-powered knowledge management platform built exclusively for Medical Device R&D. We implement novel neuro-symbolic AI approaches that combine a Medical Devices Specific "Small" Language model with a domain-specific knowledge graph. This minimizes hallucination and enables the creation of contextual knowledge sub-graphs at the point of research & development. We address multiple needs across the lifecycle by the creation of draft regulatory documents, component specifications, and patents - even before a user initiates work on them. Our product is based on the real-world experiences of our team who have brought 100+ medical devices to market. The system enables product engineers/managers, heads of R&D, program managers, and others perform at an enhanced level of expertise. We are on a mission to make smart people smarter—and get life-saving therapies to patients faster. We welcome collaborations and projects to help achieve this noble goal.

Product

Value proposition
AI-based Knowledge Management Platform for the medical device industry that unifies R&D knowledge, automates regulatory compliance, and accelerates time-to-market (TTM) while improving decision-making and product reliability.
Target customers
medical device manufacturers (global)

Founders

  • Vipul Kashyap — Co-Founder & CEO
  • Vivek Dixit — Co-Founder & COO

Key features

Neuro-Symbolic AI platform that unifies R&D knowledgeAutomates regulatory complianceUnified Knowledge View across Product, Quality, Operations, and FinanceRBAC-based data security and HIPAA/GDPR-aligned privacySecure cloud deploymentZero data breaches since launchShortens Time-To-Market (TTM)Supports QMS/PLM processes via AI insights

Technologies

Neuro-Symbolic AIAI-powered knowledge managementRBACHIPAA/GDPR compliancecloud deploymentQMS/PLM integration

Certifications

HIPAAGDPR

Traction metrics

Zero data breaches since launch24/7 system health monitoring

News

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Profile updated Jul 29, 2026. Sources: medhive.ai

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