Precision Anamnesis,
Zero Latency.

A coalition of MDs and engineers solving the clinical bandwidth crisis via edge-native infrastructure.

The 3rd leading cause of death isn't a disease - it is medical error.

0
People die or are permanently disabled annually from missed diagnoses (US)
Sources: Makary et al. 2016, BMJ
56%
Of diagnostic errors trace back to incomplete history taking
Sources: Graber 2013, BMJ Quality & Safety; Newman et al. 2024, BMJ Quality & Safety; Singh et al. 2013, JAMA Internal Medicine
System Error: Human Bandwidth

The Enemy You Don't Know: Blind Spots in Patient History Sabotage Diagnoses

We Turn the Lights On

Active Inference

The Dynamic Intake

Questioning that evolves in real-time. We minimize diagnostic entropy to deliver certainty before the first physical encounter.

Neuro-Symbolic AI

Biology, Not Tokens

Causal engines that understand pathophysiology. We move beyond word prediction to model the actual mechanics of disease.

Bayesian Guardrails

Mathematical Safety

Continuous verification against clinical truth. A probabilistic filter that ensures every output is grounded in medical reality.

Built for the Patient

Quality anamnesis begins and ends with the patient's needs.

Multilingual

Every patient in their language

Adaptive

Perfectly paced for each patient

Privacy-First

Privacy enables open conversation

Voice-Native

Captures what forms miss

Federated Learning

We bring learning to the edge.

Supported by

Uportunity SPH Microsoft for Startups

We are piloting with select healthcare providers.

Closed Beta
Request Access →