Accuracy is our top priority

40,000 - 80,000 patients die annually in the U.S. from diagnostic errors.

Artificial intelligence is enabling extraordinary advances in healthcare. It promises to reduce costs and improve healthcare outcomes. But artificial intelligence is only as accurate—and therefore as effective—as the data it is trained on.

Centaur Labs is accelerating medical AI through trusted, accurate medical data labeling. Instead of relying on medical professionals exclusively based on their credentials, we use collective intelligence and performance incentives to achieve an unprecedented level of accuracy. We’re rethinking how medical decisions are made.

Why collective intelligence?

The Centaur approach reimagines the medical second opinion. Patients and healthcare companies will often trust a single doctor’s advice, even though doctors disagree with each other at alarming rates.

This disagreement is pervasive across clinical areas and proven in research studies. Misdiagnoses and errors in medical decisions cost lives. 

Born out of research at MIT’s Center for Collective Intelligence, our approach is based on three core principles:

Multiple opinions

We gather multiple opinions per case, which is directly correlated to an improvement in accuracy.

Diverse and balanced review

Our network of medical experts—over 60,000 labelers and counting—includes diverse skill sets, with breadth and depth of expertise.

Intelligent opinion curation

Opinions are not created equal. We weigh opinions based on each labeler's performance record for each task.

We know the stakes are high and medical AI is hard, so we’re relentless about delivering high quality data labels. We collaborate with and continue to invest in our network of experts. We listen to our customers’ challenges and customize solutions to improve their life-saving technology.

Our Team

We believe that a global network of people and machines is our best chance against the world's toughest medical problems.

Want to join our team? We are hiring →

Our Advisors

Leading researchers are helping build Centaur Labs.

Our Backers

Our Angel Investors

Alex Wang
Founder & CEO of Scale AI
Elliot Cohen
Co-founder & CPO of PillPack
Jake Klamka
Founder & CEO of Insight Data Science
John Capodilupo
Co-founder & CTO of Whoop
Kevin Carter
Former General Partner of SV Angel
Rick Morrison
Founder & CEO of Coordinate HQ
Rob May
Co-founder & CEO of Talla
Sunil Paul
Founder & Partner of Spring Ventures, Co-founder & CEO of SideCar
Want to join our team? We are hiring →