AI-native pharma R&D platform

R&D intelligence
that holds up.

Reprosia brings AI-driven rigor to pharmaceutical research — from first analysis to regulatory submission. Built on open-source foundations. Designed for compliance-first teams.

21 CFR
Part 11 compliant
ICH E9
R1 estimand framework
100%
Audit trail coverage
Open
Source foundation
The problem

Pharma R&D has a
reproducibility crisis.

Most clinical analyses cannot be reproduced. Regulatory submissions fail. Decisions are made on results that were never designed to be verified. Reprosia exists to fix this.

~70%
of preclinical studies cannot be reproduced by independent teams — billions in wasted R&D investment annually.
$50B+
estimated annual cost of irreproducible research in biomedical sciences, including failed regulatory submissions.

Regulatory agencies are tightening requirements. FDA and EMA now expect documented, auditable, reproducible analyses as standard — not exception.

Most teams rely on ad-hoc R scripts, undocumented environments, and manual validation processes that break at submission time. The cost is measured in delayed approvals, failed audits, and lost competitive advantage.

Reprosia automates the infrastructure of rigor — so your team can focus on the science, not the paperwork.

21 CFR Part 11 ICH E9(R1) GxP CDISC eCTD EMA
The platform

Three pillars of
analytical integrity.

Not a reporting tool. The infrastructure layer that makes pharmaceutical analyses trustworthy from day one. Explore the platform →

VAL

Validate

AI-assisted IQ/OQ/PQ validation of your R environment. Continuous audit trails compliant with 21 CFR Part 11. Every function call documented automatically.

  • 21 CFR Part 11 audit trail
  • Package qualification (IQ/OQ/PQ)
  • System validation reports
REP

Reproduce

Locked package versions, containerised execution, drift detection. Your results today match your results at submission — regardless of environment or time.

  • Environment lockfiles
  • Drift detection alerts
  • Cross-environment validation
SUB

Submit

Regulatory-ready outputs for FDA and EMA. CDISC-compatible structures, ICH E9(R1) estimand documentation, eCTD-ready packages.

  • SDTM & ADaM outputs
  • Estimand specification docs
  • eCTD submission packages
Use cases

Built for teams that
cannot afford errors.

From Phase I to NDA. From clinical biostatistics to SAS migration. See all use cases →

Pharma & Biotech

Clinical trial statistical analysis

Reproducible SAPs, locked environments at database freeze, automated audit trails for DSMB and regulatory review. From Phase I to NDA/BLA.

Learn more →
Regulatory Affairs

Submission-ready R packages

Validate your R environment to agency standards. Generate IQ/OQ/PQ documentation automatically. Never fail a submission audit again.

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CRO Teams

Multi-sponsor reproducibility

Consistent validation across multiple sponsor environments. Deliver reproducible analyses regardless of client infrastructure.

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SAS → R Migration

Regulated environment transition

Migrate from SAS to R without losing compliance posture. Automated equivalence testing and parallel validation.

Learn more →
Early access

Ready to make your R analyses
regulation-ready?

Reprosia is in private early access. We are working with a small number of pharma and biotech teams to shape the platform.

Or reach us at ndoh@reprosia.com