Evidence-Driven Training
Models are built exclusively from peer-reviewed literature, clinical guidelines, and de-identified health records. A provenance layer tracks every token’s source, letting us surface real-time citations.
VitalSync AI Research
We’re re‑imagining health language models to be evidence‑driven, clinically validated, and privacy‑first—so patients and clinicians can trust every answer.
Why Health AI Needs a Rethink
General-purpose language models hallucinate; their web data is noisy and opaque. Future health AI must be evidence-linked, continuously validated, and privacy-preserving — running in real time on the devices clinicians and patients already use.
Curated Evidence
Peer-reviewed papers, clinical guidelines, and de-identified EHRs — no random web facts.
Rigorous Validation
Benchmarked on public medical QA sets plus our in-house clinical vignette bank.
On-Device Guardrails
Lightweight rules engine blocks speculative answers and adds disclaimers.
Research Pillars
Multi-Stage Validation
Each release must outperform baseline thresholds on MedMCQA, PubMedQA, and our internal vignette suite before deployment.
On-Device Guardrails
A compact rules engine post-processes outputs, blocks speculative diagnoses, and injects FDA-style disclaimers when confidence dips.
Continuous Learning Loop
With explicit consent, encrypted and anonymised feedback refines models — always in full HIPAA compliance.
Transparency by Default
Quarterly benchmark reports and open-methods papers keep the community informed and accountable.
Privacy-First Deployment
Inference runs on secure edge hardware; sensitive data never leaves the device unencrypted.
Transparent by Default
Open Methods
We publish research papers to advance the field.
Benchmark Pledges
Quarterly disclosures of performance on public datasets.
Research Partners Wanted
Seeking clinicians & domain experts for external audits.
Exploring strategic investment or grants? .
Coming Soon: Ask Vital AI
A privacy-first chat interface delivering evidence-linked answers — instantly, on your wrist or in the clinic.
Interactive demo in development. Join the waitlist to be the first to try it!