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Real-world evidence on your data —
in minutes, not months.

AI research agents that run on your own proprietary data — internal claims, EHR, registries, or trial data. Generate treatment patterns, HEOR evidence, comparative effectiveness, and market access studies in minutes. Don't have the data you need? License EvidenceKit for all-payer claims.

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Why Medeloop

Built for pharma-grade evidence — on your data

Purpose-built for HEOR, clinical development, and market access teams who need validated evidence without the months of prep.

Works on your data — no CDM conversion required
Our semantic engine runs natively on your proprietary claims, EHR, or registry data — no OMOP mapping, no months of prep. If you don't have data on hand, license EvidenceKit for an all-payer claims dataset.
Federated by design — your data never leaves your walls
Compute goes to the data. Deploy Medeloop in your own environment — AWS, Azure, GCP, or on-prem — or in the Medeloop cloud. Your proprietary data stays exactly where it is.
Validated at every step — from query to result
Every stage of the pipeline is benchmarked against gold-standard references, published literature, and expert-curated annotations — from query understanding through concept extraction, cohort construction, statistical methodology, and final result verification.
Publication-ready outputs for every stakeholder
Cohort definitions, statistical analyses, visualizations, and narrative reports — ready for regulatory submissions, payer dossiers, advisory boards, or peer review.
Use Cases

Built for every RWE workstream

HEOR Treatment patterns Burden of illness Comparative effectiveness Trial feasibility Market access Label expansions Payer submissions

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Ready to run your first study?

Bring your own data or license EvidenceKit — either way, get validated, publication-ready evidence in minutes.

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