Verantos

Verantos produces real-world evidence for clinical, regulatory and reimbursement decisions. Its platform de-identifies, enriches and integrates data drawn from electronic health records, medical claims, and product and disease registries, applying artificial intelligence and deep phenotyping to extract clinically rich information from the full patient record rather than relying on structured data fields or manual curation. The stated aim is evidence that meets rigorous validity standards at scale.

The work sits across several technical domains: natural language processing and clinical information extraction, data de-identification, healthcare data integration, data science and software engineering. Problems addressed include unstructured clinical text, linkage across heterogeneous sources, and the reproducibility of phenotyping logic - questions of direct interest to engineers and researchers working on machine learning in messy, high-stakes domains.

Verantos is an interdisciplinary team of physicians, data scientists, clinical researchers and engineers, based in Silicon Valley, California. It works with biopharma companies, academic medical centres and government agencies, among them the FDA, NIH and NSF. The company describes its culture as research-oriented and mission-driven: better data is held to lead to better decisions and better outcomes for patients.