Medical-Tech Healthcare
Using AI to advancedrug development, medical education, and small business.
Apex AI Institute runs three charitable program lines — AI-assisted oncology drug development research, co-taught medical AI curricula, and applied AI literacy for small enterprises and community learners. Everything we ship is open-licensed and reproducible.
Who we serve
Three programs, three audiences, one public-benefit mission
Each pillar maps to a distinct community we serve — from oncology researchers accelerating first-in-human trials, to medical-school students and partner institutions, to small enterprises and community learners picking up AI for the first time.
Pillar 1 · Research
Oncology researchers & trial investigators
Public-benefit methods research applying AI across the drug-development pipeline — Phase I/II oncology trial design, investigator and site selection, and biomarker analysis. Outputs released as open benchmarks and peer-reviewed publications.
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Pillar 2 · Teach & Learn
Medical students & partner institutions
Research support and co-taught medical-AI curriculum with an accredited higher-education partner — equipping the next generation of clinicians with responsible AI practice.
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Pillar 3 · Build
Small enterprises & community learners
Open-source curricula, recorded talks, and practical tooling that help pre-medical students, practicing clinicians, solo and small practices, developers entering healthcare, and community learners put AI to work — delivered as public education, not paid consulting.
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Featured collaboration
AI in Health Care — From Models to Medicine
A ten-week, three-track clinical-AI curriculum co-developed with a clinical affiliate and a higher-education partner. The course website is public, the syllabus is open, the research papers are linked — any accredited partner can adapt it.
Open the platform →Featured platform
FIH Scout — Oncology first-in-human trial intelligence
A live web platform exploring AI-assisted investigator and site ranking for early-phase oncology studies. Built on open PubMed and ClinicalTrials.gov data — 859 trials, 3,100+ investigators, 52 countries. Open for academic collaborators to try.
Open the platform →
How we work
Charitable incubator for medical AI
Public-benefit research stays within AAI. If a project matures into something with commercial potential, it may be spun out into a separately organized for-profit entity on fair-market-value terms.
Build open curricula & tools
Clinician-led design of curricula, research tools, and platforms. All source material released under open licenses.
Partner with institutions
Non-exclusive collaborations with accredited schools, medical centers, and community organizations.
Release everything publicly
Syllabi, code, recordings, and methods manuscripts are published for any educator or researcher to adapt.
Progress
Already shipping, already open
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