Centaur Labs vs Veeva Systems
Side-by-side comparison of AI visibility scores, market position, and capabilities
Centaur Labs is a medical data annotation company that uses collective intelligence — aggregating input from a crowd of vetted medical professionals — to produce high-accuracy training labels for medical AI models;
About
Centaur Labs is a medical data annotation company headquartered in Boston, Massachusetts, founded in 2018 by Erik Duhaime and others. The company has built a platform that produces high-accuracy medical AI training data by aggregating annotations from a curated crowd of medical professionals — physicians, nurses, medical students, and other clinicians — rather than relying on individual expert annotation or general-purpose crowdsourcing. Its core insight is that combining many clinician judgments on ambiguous medical cases produces annotations that are as accurate as (or more accurate than) single expert opinions, while being dramatically faster and more scalable.
Veeva Systems (VEEV) reported $2.7B revenue in FY2025, up 14% YoY. #1 cloud platform for life sciences. ~8,000 employees. HQ: Pleasanton, CA. Market cap ~$40B.
About
Veeva Systems Inc. is the leading cloud software provider for the global life sciences industry, headquartered in Pleasanton, California. Founded in 2007 by Peter Gassner (a former Salesforce executive) and Matt Wallach, Veeva built its platform on Salesforce and later developed its own Vault cloud infrastructure. The company became a public benefit corporation (PBC) in 2021. Veeva reported revenues of $2.7B in fiscal year 2025 (ending January 2025), up 14% year-over-year, with a market capitalization of approximately $40B.
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