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TrialMind vs Aetion Evidence Platform vs Flatiron Health

Real-world evidence platforms, side by side. Pick any product to compare.

TrialMind vs Aetion Evidence Platform vs Flatiron Health: real-world evidence platforms compared, from each company’s public pages, checked 2026-10-21
TrialMindKeiji AIAI agents for RWE studiesDatavant (Aetion)Causal-inference RWE analytics platformFlatiron HealthOncology real-world data and AI
Best forPlain-language studies on data you already license, with reviewable codeTemplated causal-inference studies with access to Datavant's data partnersDeep oncology data with a long regulatory track record
Data
Data sourceClaims, EHR, registry and genomic data you license300+ Datavant and Aetion data partners16M+ EHR-derived oncology records2
Runs on data you already licenseYes: OMOP or your own schemasYes: Data-agnostic and modular3Not stated publicly: Runs on Flatiron oncology data2
Where data staysYour environment; raw records not movedSaaS on AWS3Not stated publicly2
Analysis
Plain-language cohortsYes: Describe the study, review the planNot stated publicly3Yes: Telescope turns criteria into cohorts4
Audit trail and codeYes: Attrition table plus SQL, Python or RPartly: Coding workbench, plain-text audit trails3Not stated publicly: Live counts, attrition, pre-built analyses4
Fit
Regulatory use, as the vendor states itAudit trail; GxP-qualified Data Science AssistantBuilt to FDA and EMA standards345+ regulatory decisions since 20185
Academic licensingYes: Group, department or institution licensesNot stated publicly: Biopharma, devices, payers, regulators1Not stated publicly: Life sciences, oncology practices, health systems6

From each company’s public pages, checked 2026-10-21. A dash means the company does not say.

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