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Scale Your Trials, Accelerate Your Impact
Trusted by:
The premier Statistical Computing Environment designed for next-gen pharma stack. Unify R, Python, and SAS in one secure, validated platform without the legacy infrastructure burden.
Analytics Are Evolving. Legacy Tools Aren't.
Clinical teams need faster, compliant insights but many still work within fragmented, outdated systems that slow study timelines and increase operational risk.
Eliminate Manual Gaps
Standardize how R, Python, and SAS workflows run across teams with full traceability and automated audit readiness.
Accelerate Study Delivery
Remove delays caused by legacy tools and enable automation, reproducibility, and AI-ready workflows from day one.
Stay Inspection-Ready
A validated SCE centralizes logs, versioning, and traceability so teams stay inspection-ready at all times without last-minute scrambles.
How We Helped Our Partners
Unlocking $930K Annual Savings with a Future-Proof Data Analytics Platform
Read how Appsilon helped a top 50 pharmaceutical company design a custom system for analytics in R and Python, saving the client $930,000 annually.
What We Offer
Build an SCE that scales with your needs across the full clinical data lifecycle.
DEPLOY
Core SCE Implementation
A validated, reproducible clinical environment deployed on your infrastructure with full GxP documentation.
INTEGRATE
Enterprise Connections
Connect your SCE to regulatory systems, enabling automated and standardized clinical data workflows.
EXTEND
Add-On Modules
Extend your SCE with validation tools, reproducible R/Python containers, QC modules, and analytics apps.
TRANSFORM
Migration & Training
Structured SAS-to-R/Python migration support with focused training and adoption guidance for your teams.
SUPPORT
Long-Term Operations
Keep your SCE compliant and up to date with ongoing maintenance, validation refreshes, and environment enhancements.
#Why Appsilon
Not just a vendor.
A force multiplier.
We bring ecosystem access, regulatory experience, and elite talent that compounds your capabilities.
Pharmaverse Council Members
We sit on the pharmaverse council, develop core packages, and contribute to the ecosystem. You gain access to our deep connections and collaborative innovation.
Proven with Regulators
Partnered with Eli Lilly and R Consortium on pilot FDA submissions. We know what regulators expect and how to deliver it with open-source tooling.
Real Pharma Experience
We've helped 8 of the top 10 pharma companies modernize their analytics workflows. We understand the regulatory constraints, organizational dynamics, and technical debt you're working with.
Core Open Source Contributors
Appsilon engineers serve as core contributors to the {teal} framework, sponsored by Roche. Our team shapes the tools your teams rely on.
Your Path to a Modern SCE
Clinical teams need faster, compliant insights but many still work within fragmented, outdated systems that slow study timelines and increase operational risk.
Weeks 1–4
Discovery & Architecture
Assess current infrastructure, define requirements, and design the target SCE architecture with GxP documentation plan.
Weeks 4–8
Core Deployment
Validated R/Python environment deployed on your infrastructure with essential clinical data integrations and reproducible workflows.
Weeks 8–16
Enterprise Integrations
Connect to regulatory systems, data repositories, IAM. CI/CD modules, enhanced governance, and team training.
Ongoing
Long-Term Operations
Maintenance, validation refreshes, environment enhancements, and roadmap planning to keep your SCE compliant and current.
#Valued by clients worldwide
#Contact Form
Consult with Our Experts for Custom Solutions
Get in touch
with Appsilon Experts
with Appsilon Experts
We will contact you within 24 hours!
#Our Clients About Appsilon
How It Feels to Work with Us
We rely on Appsilon's expertise to support the build and maintenance of critical clinical reporting software based in R and Shiny.
Data Engineering Lead
Top 10 Pharma Company
Appsilon team is exceptional. The engineers challenge and speak their minds, which helps do justice to the product.
Associate Director
Top 50 Pharma Company
We wouldn't be here where we are now without Appsilon. I want this partnership to keep going and growing.
Human Resources People Partner
Top 10 Pharma Company
Expert Insights
Insights, Inspiration & Distilled Knowledge
GxP Compliance as a Byproduct of Modern Statistical Computing Platforms
Understand how Cloud-Native and Infrastructure as Code enhance scalability, ensure compliance, and improve efficiency.
Rafael Pereira
Read more
Ebook for Clinical Data & Platform Leaders
Your Guide to Building a Better SCE
Learn how pharma companies are building validated, flexible platforms to support both regulatory submissions and modern analytics.
FAQs
Find clear answers to common questions about GxP compliance, helping you navigate regulations with confidence.
01.
What languages does the SCE support?
The SCE supports R, Python, and SAS in a single unified environment. Teams can explore with multiple languages and submit in R.
02.
Is the SCE GxP-compliant?
Yes. Every deployment includes full GxP-compliant documentation, reproducible outputs, audit trails, and validated components from day one.
03.
Can it integrate with our existing systems?
Yes. The SCE connects to regulatory systems, data lakes, IAM, LIMS, and more. API integrations and CI/CD pipelines are standard.
04.
How long does deployment take?
A Standard deployment can be ready in weeks. Advanced and Enterprise configurations typically take 2-4 months depending on integrations and governance requirements.
Contact Us
Drive Impact with Appsilon
From custom dashboards and applications to AI-powered solutions and compliant computing environments, our engineers and infrastructure architects accelerate clinical development within fully validated, regulatory-compliant frameworks.