Evidence generation and AI model development.
From study design to publication, and from concept extraction to validated AI models, Verantos combines rich and reliable real-world data, deep pharmacoepidemiology expertise, and regulatory-grade AI to deliver work that stands up to scrutiny.
Data, expertise, and regulatory-grade AI.
Rich and reliable real-world data
The foundation of every engagement is fit-for-purpose data curated to regulatory-grade reliability standards. Our pragmatic registries and curation platform capture the clinical depth of routine care at the scale of real-world data.
Deep pharmacoepidemiology expertise
Our team brings decades of experience designing and executing complex studies across therapeutic areas. We understand the science, the data, and the submission requirements that evidence must meet.
Regulatory-grade artificial intelligence
Verantos develops AI models in accordance with FDA AI guidance, with accuracy as the headline metric.
Your evidence partners.
Our scientists and forward-deployed engineers partner with you to execute high-validity evidence generation projects, which can include curation, custom AI model development, and study design and execution. All projects leverage the Verantos AI stack for pharmacoepidemiology.
High-validity evidence generation
Full lifecycle study services from protocol design through analysis, reporting, and peer-reviewed publication. Our multidisciplinary team of epidemiologists, data scientists, and clinical informaticists designs and executes complex studies across multiple therapeutic areas including cardiovascular, respiratory, neuroscience, rare disease, and beyond.
- Protocol design and regulatory strategy
- Fit-for-purpose data curation and cohort building
- Analysis, reporting, and submission support
- Manuscript and conference presentation preparation
Curation and AI model development
Custom AI models for clinical concept extraction, variable imputation, and clinical inference, built on rigorously curated reference standard data and developed in accordance with FDA AI guidance. Dual clinician annotation ensures training data fidelity; an accelerated option pairs clinicians with AI agents to speed development without sacrificing reliability.
- Concept extraction from structured and unstructured records
- Variable imputation and clinical inference
- Reference standard creation with inter-rater reliability gates
- Model validation with full accuracy reporting
Service naming follows Lovable — the ‘curation’ name-split is unconfirmed.
Ready to advance your evidence program?
Speak with our team about how the Verantos pharmacoepidemiology stack can accelerate your timeline.