Unravel begins with patients, using their RNA to define each disease using unbiased molecular data to power our systems biology approach. BioNAV™, our proprietary probabilistic network model of human health, predicts molecules to restore a disease back to health, screening 40,000+ compunds in silico with 200x the hit rate of typical drug screens.

Our in vivo screening platform, SquishyWare™, further downselects hits that work in a whole organism, letting us ask clinically-relevant questions from the start. We then use the off-target effects of existing drugs to validate new, hidden drug targets in real patients in the clinic, and in parallel develop new, highly effective therapies.

Unlike most other AI platforms, we have gone beyond preclinical studies and shown clinical translation of our platform through working directly with clinicians treating rare disorder patients. To-date, we have enabled doctors to achieve 100% clinical success in patients by predicting drugs that can be used to engage novel therapeutic targets. It has been so successful that we developed the rareSHIFT™ service program to provide patients and foundations access to our platform.

BioNAV™: A discovery engine fueled by RNA networks

Therapeutic discovery through partnering with patients.

Presentation by Unravel’s CEO, Richard Novak, at the 2025 Broad Institute Rare Disease Day Event.

Publications


White Papers

ALS Unraveled: A patient-centric approach to drug development

Unravel Biosciences applies its drug development approach to Amyotrophic Lateral Sclerosis, a highly heterogenous neurodegenerative disorder.

A New Age in Modern Drug Development

Unravel Biosciences uses a unique and paradigm-transforming approach to drug development with its Predictable Medicine™ innovation stack


Posters

WODC 2025 Posters