You define quality. We rigorously measure and manage it.
Centaur Labs
Your AI and analytics projects are only as good as your data. Get to results faster with skilled data annotation you can trust.
Stop annotating healthcare data slowly with in-house teams or outsourcing to teams whose quality you can’t control.
Access the Centaur Labs network of thousands of medical doctors, professionals, researchers and students for skilled annotation
Embed data annotation seamlessly into your data pipeline with end to end API integration
View labeler-level insights to give you confidence in the Centaur Labs network
You define quality. We rigorously measure and manage it.
Measure labeler performance. Only include opinions from labelers whose quality score meets your expectations
Incentivize labeler performance with small batch, mobile-first competitions. Labelers are only paid for performance and give 100% of their effort on every case
Generate multiple reads on each case, and even more on ambiguous cases
Proactively understand the nuances of your dataset, so your data works with you not against you.
Access meaningful statistical information about your dataset
Leverage case-level insights to inform model development e.g. precision-recall curves, label distribution, labeler agreement
Identify edge cases and challenges with data quality based on flagged cases and labeler comments
“The Centaur Labs platform provided labels at a scale that was 10x, or 20x, anything we had done by ourselves. Tremendous scale, tremendous throughput, and high quality labels.”
Machine Learning Engineer at Eko
"The Centaur Labs platform enabled us to quickly and conveniently gather results from our residents. We've accelerated our research by building and refining our ML models on COVID-19 pathologies in near real time. Centaur Labs has been a crucial partner throughout."
Director of Emergency Ultrasound, Emergency Medicine, Brigham & Women's Hospital
"Centaur Labs made the process of collecting skilled data labels that enable our cardiology AI research easy and fun. They are an ideal partner for collecting troves of opinions in a matter of days."
Fellowship Program Director, Cardiology
Tufts Medical Center
From software as a medical device (SaMD) to next generation AI-enabled hardware devices.
From accelerating drug discovery to leveraging real world evidence.
From skin matching AI for cosmetics, to AI-enabled wellness applications.
From accelerating claims processing and reimbursement, to improving customer service.
From AI innovation in emergency medicine and cardiology, to arthroplasty.
883 Boylston Street
Suite 2 (2nd Floor)
Boston, MA 02116
1 email from the founders of Centaur Labs per month
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