About Centaur Labs

What is Centaur, and what services do you offer?

Centaur Labs provides high-quality, scalable data labeling and model evaluation services for healthcare and life sciences AI. We annotate complex medical data across modalities like image,video, text, audio, and waveforms. Click here for a demo of these capabilities.

What types of data can Centaur label or annotate?

We support multimodal data annotation, including radiology (DICOM), pathology, surgical video, audio (e.g., clinical conversations), unstructured text, and tabular data.  We annotate complex medical data across modalities like images, video, text, audio, and waveforms. Click here for a demo of these capabilities.

How does your medical data labeling process work?

We source insights from a global network of vetted medical professionals and students who compete to produce accurate labels. Submissions are validated against gold standards, and only high-confidence consensus labels are delivered. Learn About Our Platform

What makes Centaur different from other data labeling providers?

Unlike traditional vendors, we combine scalable medical expertise with a competitive quality assurance engine and advanced aggregation algorithms to ensure accuracy, speed, and cost-efficiency. Read Why We’re Different

Use Cases & Quality Assurance

What industries or use cases do you support?

We serve AI teams across biotech, pharma, digital health, medical devices, and healthcare research. Use cases include diagnostics, medical imaging, decision support, and mental health applications. Explore Customer Use Cases

How do you ensure high-quality annotations and data labeling accuracy?

We use a contest-driven system with gold standard benchmarking, statistical quality control, and dynamic consensus models to deliver trustworthy labels. See How We Ensure Quality

Who are your annotators, and how are they qualified?

Our contributors include medical students, healthcare professionals, and subject matter experts vetted for task-specific accuracy and domain knowledge. Read About Our Community

Do you support HIPAA-compliant or secure data labeling workflows?

Yes. Centaur is HIPAA-compliant and employs rigorous security protocols to safeguard sensitive healthcare data. See Our Security Practices

Working with Centaur

How do I get started with a data labeling project?

Getting started is simple—reach out via our contact form or schedule a discovery call to scope your use case. Contact Us

Can I test your platform or run a pilot project?

We offer pilot projects for qualified teams to evaluate our workflows, quality, and turnaround times. Request a Pilot

What’s your typical turnaround time and scalability?

We scale rapidly to meet your needs, often turning around thousands of annotations daily with flexible team sizing depending on project complexity. Discuss Your Timeline

Do you support custom workflows or integrations with model evaluation tools?

Yes. We offer tailored workflows and model evaluation services, including annotation-on-error, disagreement resolution, and data re-labeling based on model feedback.  Discuss Model Evaluation