Real-World Evidence · Compare
TrialMind vs TriNetX LIVE vs IQVIA Analytics Research Accelerator
Real-world evidence platforms, side by side. Pick any product to compare.
| TrialMindKeiji AIAI agents for RWE studies | TriNetXFederated real-world data network | IQVIAReal-world data platform | |
|---|---|---|---|
| Best for | Plain-language studies on data you already license, with reviewable code | Fast no-code feasibility and counts across many institutions | Buying or landscaping data across many countries |
| Data | |||
| Data source | Claims, EHR, registry and genomic data you license | 309M+ de-identified patient journeys1 | 3,700+ IQVIA data assets, 100+ countries2 |
| Runs on data you already license | Yes: OMOP or your own schemas | Not stated publicly: Runs on the TriNetX network1 | Yes: Onboard your own sources2 |
| Where data stays | Your environment; raw records not moved | Federated; stays within each organization3 | Snowflake, AWS S3 or safe rooms2 |
| Analysis | |||
| Plain-language cohorts | Yes: Describe the study, review the plan | Not stated publicly: No-code Query Builder1 | Partly: AI cohort builder suggests concepts2 |
| Audit trail and code | Yes: Attrition table plus SQL, Python or R | Not stated publicly: Cohort counts and comparisons1 | Not stated publicly: Analytic-ready, patient-level datasets2 |
| Fit | |||
| Regulatory use, as the vendor states it | Audit trail; GxP-qualified Data Science Assistant | Regulatory-grade RWE for pharma4 | Not stated publicly2 |
| Academic licensing | Yes: Group, department or institution licenses | Yes: Research, teaching and grants offering5 | Not stated publicly2 |
From each company’s public pages, checked 2026-10-21. A dash means the company does not say.
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Sources · checked 2026-10-21
Product details come from each company’s public pages. Spotted something out of date? Tell us and we will correct it.
- TriNetX LIVE: trinetx.com/solutions/trinetx-live/
- IQVIA Analytics Research Accelerator: www.iqvia.com/solutions/real-world-evidence/e360-real-world-data-platform/
- TriNetX LIVE: trinetx.com/who-we-serve/healthcare-providers
- TriNetX LIVE: trinetx.com/
- TriNetX LIVE: trinetx.com/who-we-serve/academic-independent-research-institutions/