Ebook for Clinical Data & Platform Leaders

The Anatomy of Modern Statistical Computing Environments in Pharma

Learn how pharma companies are building validated, flexible platforms to support both regulatory submissions and modern analytics.

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Your Guide to Building
a Better SCE

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Here’s What’s Covered

A Clearer Path to a Compliant and Scalable SCE

This guide walks you through the building blocks of an effective SCE, what works, what doesn't, and how to build or modernize a system that supports both compliance and innovation.

Planning Insights

Tips on how to approach architecture, vendor evaluation, and team setup for a scalable, compliant SCE.

Real Case Studies

See how companies like Roche, Novo Nordisk, and others built modular, scalable environments.

Validation and Compliance

Best practices for meeting GxP, 21 CFR Part 11, and EU Annex 11 without slowing down your teams.

Implementation Insights

What to consider when making decisions about architecture, deployment models, validation, and cross-functional teams.

Who Should Download This

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Clinical & Statistical Teams

Understand the platform that supports both submission and exploratory work, and why it matters.

Pharma IT & Platform Leads

Evaluate your current systems, avoid costly rebuilds, and explore vendor and hybrid options that scale.

Regulatory & Quality Experts

Get clear examples of how to meet global standards while adopting modern tools.

See What We Can Do for You

See How Others Are Modernizing Their SCEs

Pharma leaders have already navigated the challenges of building modern, validated Statistical Computing Environments (SCEs). Learn from their journeys and avoid common pitfalls.

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01.

What Makes a Good SCE

Understand the core components that define a strong, compliant, and scalable Statistical Computing Environment. From environment setup to data management, discover the building blocks that support both regulatory submissions and exploratory data science.

02.

Planning Your Implementation Strategy

Explore the key decisions behind every successful SCE rollout. Get practical guidance on deployment models, technology stacks, validation plans, and vendor selection whether you’re working with a small team or a global organization.

03.

Lessons from Pharma Leaders

Get real-world examples from top pharma companies. See how they tackled compliance, scalability, and performance while modernizing their environments for both regulatory and research use cases.