Research

GMP research and benchmarking

Benchmark research built from aggregated, anonymised data — published only when there is enough of it, with the methodology stated in full.

What this section will hold

Structure, before data

Netherlands GMP Readiness Index
Domain-level benchmark from aggregated, anonymised readiness assessments, opt-in only.
CAPA and inspection benchmarks
Comparative performance where the sample supports a defensible conclusion.
Methodology
Sample size, collection period, limitations, self-reporting caveats and anonymisation approach.
Nothing here is inventedListing fabricated entries would be worse than an empty section.

What this needs before it goes live

  • Sufficient opt-in assessment data before any figure is published — a benchmark from a thin sample is worse than none.
  • An explicit consent flow, since the assessments deliberately submit nothing today.
  • Published methodology alongside every statistic. No figure appears without its sample size and date.
In the meantime

Where to go instead