# BEKhealth: AI to find the right patients, right now

> BEKhealth's AI reads EHR data to power clinical trial recruitment, feasibility, and real\-world data for sponsors, CROs, and research sites\.

Generated by Yoast SEO v28.4, this is an llms.txt file, meant for consumption by LLMs.

## Pages
- [BEKplatform](https://www.bekhealth.com/platform/)
- [For Sponsors](https://www.bekhealth.com/sponsors/)
- [Real\-World Data for Clinical Research](https://www.bekhealth.com/real-world-data-for-clinical-research/): Access curated, high\-fidelity real\-world clinical data from BEKhealth’s Community Health Evidence Network to support study feasibility, evidence generation, and clinical research\.
- [Home](https://www.bekhealth.com/)
- [Frequently Asked Questions](https://www.bekhealth.com/frequently-asked-questions/): These frequently asked questions address how BEKhealth supports clinical research teams across feasibility, patient identification, workflow efficiency, and data governance\. They explain how our platform works in practice, how AI and clinical review are applied responsibly, and how sites maintain control over their data while improving enrollment confidence\.

## Posts
- [The Provenance Gap: Why Real\-World Data Passes Technical Review and Fails Regulatory Review](https://www.bekhealth.com/blog/provenance-gap-why-real-world-data-passes-technical-review-fails-regulatory-review/): Provenance is one of four reliability tests for real\-world data, and the only one that rarely produces a number, so it rarely gets tested\. What data lineage actually requires, and the three questions that reveal whether a partner can document it\.
- [What ICH M14 Changes About How Sponsors Choose Real\-World Data Sources](https://www.bekhealth.com/blog/ich-m14-real-world-data-source-selection/): ICH M14 took effect in March, and it changes when real\-world data source selection has to happen\. Feasibility is now an input to study design rather than a step that follows it\. Here is what the guidance requires and what to ask data partners during evaluation\.
- [What Makes Real\-World Data "Research\-Ready"? A Fitness\-for\-Use Framework](https://www.bekhealth.com/blog/research-ready-real-world-data/): Every real\-world data source looks strong on a slide, yet patient count says nothing about whether the data fits your study\. Learn the fitness\-for\-use framework of relevance and reliability behind research\-ready real\-world data\.
- [Speed, Accuracy, and Trust in Real\-World Evidence: A Researcher's View](https://www.bekhealth.com/press/real-world-evidence-speed-accuracy-trust/): Speed, accuracy, and trust in real\-world evidence are usually a trade\-off\. A researcher working with the BEKnetwork explains how to get all three without compromising rigor\. 
- [Real\-World Evidence Doesn't Need More Data\. It Needs Better Reach\.](https://www.bekhealth.com/blog/real-world-evidence-needs-better-reach-not-more-data/): Two decades of investment\. Deeper claims databases\. Wider EHR networks\. And yet a landmark JAMA study found that none of 50 FDA\-required confirmatory trials could be emulated using retrospective real\-world data\. The gap isn't about volume\. It's about reach\.

## Divi Mega Pro
- [Sponsors \& CROs](https://www.bekhealth.com/divi_mega_pro/sponsors-cros-2/)
- [Site Networks](https://www.bekhealth.com/divi_mega_pro/mm/)

## Categories
- [Blog](https://www.bekhealth.com/category/blog/)
- [Press](https://www.bekhealth.com/category/press/)
- [Sales Collateral](https://www.bekhealth.com/category/sales-collateral/)
- [Case Study](https://www.bekhealth.com/category/case-study/)
- [White Paper](https://www.bekhealth.com/category/white-paper/)

## Tags
- [clinical research](https://www.bekhealth.com/tag/clinical-research/)
- [ai](https://www.bekhealth.com/tag/ai/)
- [clinical trial recruitment](https://www.bekhealth.com/tag/clinical-trial-recruitment/)
- [observational research](https://www.bekhealth.com/tag/observational-research/)
- [patient recruitment](https://www.bekhealth.com/tag/patient-recruitment/)

## Type
- [section](https://www.bekhealth.com/layout_type/section/)
- [row](https://www.bekhealth.com/layout_type/row/)
- [module](https://www.bekhealth.com/layout_type/module/)
- [layout](https://www.bekhealth.com/layout_type/layout/)

## Module Width
- [regular](https://www.bekhealth.com/module_width/regular/)

## Scope
- [not\_global](https://www.bekhealth.com/scope/not_global/)
- [global](https://www.bekhealth.com/scope/global/)

## Optional
- [Sitemap index](https://www.bekhealth.com/sitemap_index.xml)