Frekil
Real-world evidence (RWE) automation platform for life sciences. Converts raw clinical data into publication-ready evidence using self-improving AI agents.
Where Frekil ranks
Current edition · updated Oct 20, 2026About Frekil
Today, it takes months to understand how drugs perform in the real world, delaying safety insights and leaving patients exposed to unknown risks and benefits for far too long. Frekil turns that months-long process into minutes, with full auditability and scientific rigor.
Frekil accelerates real world evidence (RWE) generation for life sciences companies on their own clinical data from months to minutes. It connects to fragmented clinical data (EHR, Claims, etc.) and lets teams run end-to-end studies from study design, cohort extraction to SAP, statistical analysis, and final reports.
Products
Automated real-world evidence (RWE) platform for life sciences.
What customers say
“We used the pipeline to validate a new prognostic score for sepsis. The reproducibility is impressive. It generated a complete set of TFLs along with the underlying scripts used to query and structure the hospital records, giving me exactly what I needed for a publication-ready paper.”
“are the same thing. It generates epidemiologically sound study designs — not just SQL queries.Does Frekil replace our biostatisticians or our CRO?No. Frekil augments your team’s capacity by automating the process-heavy work — data harmonization, cohort building, code generation, report formatting — so your biostatisticians focus on the scientific decisions that require their expertise. CROs use Frekil to deliver faster for their sponsors. It’s infrastructure your entire RWE ecosystem can run on.What does”
“I ran a target trial emulation to compare ACE inhibitors vs ARBs for patients with heart failure. The tool generated the exact statistical code I needed to handle confounding, and gave a transparent, auditable trace from the raw data to the final survival analysis.”
Security and compliance
As reported by Frekil. Ask for audit reports before you buy.
- HIPAACompliant
- GDPRCompliant
- CCPA/CPRACompliant
- Sandboxed code execution
- Architectural separation between AI models and patient records
- Technical, administrative, and physical security measures
- Containerized execution
- Immutable audit trail
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