Coming Soon

The AI-Ready SCE: A Pharma Guide to Building Validated Environments That Don't Hold You Back

The 2026 edition of Appsilon's most downloaded resource is in the works. Updated with AI infrastructure, risk-based validation frameworks, and real-world lessons from teams running LLMs and Python pipelines inside GxP environments. Join the waitlist to get it first.

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astellas
Genmab
merck
johnson and johnson
World Health Organisation
Kenvue
Phuse
Pharmaverse
astellas
Genmab
merck
johnson and johnson
World Health Organisation
Kenvue
Phuse
Pharmaverse
What's Inside

Everything You Need to Build an SCE That Supports AI

AI Infrastructure Inside Validated Environments

How to run LLM-based analyses, predictive models, and ML workloads without creating compliance gaps in your GxP environment.

Risk-Based Validation Framework

A practical approach to deciding what to validate and what not to — including smart package management for R and Python.

Build vs. Buy & Vendor Comparison

Architecture trade-offs, vendor landscape, and lessons from pharma companies

Legacy SAS Migration Guide

What it takes to replace or modernize a legacy SAS environment while keeping validated workflows intact.

Services

Check our Services

Rigplay Case Study

Statistical Computing Environments (SCE)

GxP-ready platforms for modern analytics
Read More
Shiny Dashboards

Advanced Data Visualizations

Transform complex data into actionable insights
Read More
RNS-Ligand Binding

R package validation

Axon.R – a GxP-aligned, audit-ready R package validation
Read More
RNS-Ligand Binding

Migration to Open Source

Our automation and migration work delivers impact at every level.
Read More
Coming Soon

Don't Miss the 2026 Edition

Whether you're replacing SAS, choosing between vendors, or figuring out how AI fits into your validated workflows — this report covers it all. Join the waitlist and we'll let you know the moment it's ready.

Join The Waitlist