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Statistical Computing Environment

Your SCE should reflect
your science. Not a vendor's template.

GxP-Cloud is the vendor-agnostic, GxP-compliant Statistical Computing Environment that clinical data professionals trust when off-the-shelf simply is not good enough. We have deployed over 100 SCEs. Maybe two or three were identical.

Qualified for
EMA Annex 11 21 CFR Part 11 MHRA CDISC compliant GCP / GLP / GMP GDPR
Tools we support
SASRegulatory standard for clinical submissions
Posit / RRStudio, Connect, Workbench, Package Manager
PythonData science and ML workflows
SpotfireClinical data review and visualisation
JMPStatistical discovery and analysis
And moreVendor-agnostic by design
Every tool runs on the same GxP-qualified infrastructure, under the same quality system, with the same audit trail. Mix and match without compromising compliance.
What we bring
100+SCEs deployed
Phase 2through commercialisation
Vendor agnosticyour tools, your workflow
Audit-readyfrom day one
The non-SCE SCE

We have deployed over 100 Statistical Computing Environments. Maybe two or three were identical.

That is not an accident. That is the point.

Every organisation comes with its own tool preferences, team structures, submission requirements, and growth trajectories. The variability we see across deployments tells us one thing clearly: there is no universal SCE. There is only the one that fits your requirements.

At GxP-Cloud, your environment is configured around your needs, not a catalogue default. And because everything is templatised on our end, we can move fast. You get a fully customised SCE at a non-customised price. The mixing and matching of tools happens quickly, without the cost overhead you would expect from a bespoke build.

Clinical data does not stand still. Neither do the tools your statisticians, programmers, and data scientists rely on. Too many organisations find themselves squeezed into environments designed around a vendor's preferences — not their workflows, not their pipelines, not their regulatory obligations. We fix that.

Talk to us about your SCE See the tools we support
100+
SCEs deployed across pharma, biotech, and CRO environments
Day one
GxP-qualified infrastructure ready from the moment you deploy
Vendor-agnostic by design

Choose the tools that serve your science best. SAS, Posit, Python, R, Spotfire, JMP — or a combination. Your toolkit, your workflow, our qualified infrastructure.

Modular and scalable

Start where you are. Expand as your programme grows. A Phase 2 environment looks very different from what you need at Phase 3 or NDA submission — we are built for that evolution.

Your data stays yours

No proprietary lock-in. No database hostage situations. Your data, your tools, your control. Move in when you are ready and out if you ever need to — cleanly and compliantly.

GxP-validated from the ground up

Compliance is foundational, not an afterthought. Every environment ships with IQ/OQ documentation, formal change control, and an independent QA oversight layer already in place.

Global regulatory alignment

We stay ahead of evolving regional requirements — EMA, MHRA, FDA — so you are never caught off-guard when guidance changes or a new inspection territory opens up.

What we support

The tools your team already relies on. On infrastructure they can defend.

We do not tell you which tools to use. We provide the qualified infrastructure, quality system, and operational support to run them compliantly — whatever your combination looks like.

Statistical analysis
SAS
The regulatory standard for clinical submissions. GxP-qualified SAS environments with pre-built IQ/OQ and reusable PQ templates.
Open source analytics
Posit / R
RStudio, Posit Connect, Workbench, and Package Manager. Run SAS and Posit side by side on the same qualified infrastructure.
Data science
Python
Data science, machine learning, and emerging AI/ML workflows in a GxP-compliant environment with full audit trail and version control.
Visualisation
Spotfire
Clinical data review, medical review, risk-based monitoring, and pharmacovigilance analytics. Qualified infrastructure for the full Spotfire stack.
Statistical discovery
JMP
Interactive statistical discovery and analysis. Fully supported in the GxP-Cloud environment alongside your primary submission tools.
Your toolkit
+ More
Bring the tools your team uses. If it runs in a regulated environment, we can support it on qualified infrastructure.
Every tool listed above runs on the same GxP-qualified infrastructure, under the same quality system, with the same audit trail. You choose the tools. We handle the compliance layer underneath them.
Phase 2 through global commercialisation

One platform that grows with your programme. One partner who has done this before.

01

Phase 2 entry

Start with a focused SCE configured for your Phase 2 requirements. GxP-qualified from day one. Submission-ready from the start.

02

Phase 3 expansion

Scale the environment as your programme grows. Add tools, add data capacity, add users. The qualification framework scales with you.

03

NDA / MAA submission

Submit with confidence. Validated outputs, complete audit trail, and full traceability. Our QA team supports your submission preparation.

04

Post-marketing and beyond

Pharmacovigilance, post-market surveillance, label updates, and long-term data archiving — all within the same qualified environment.

From first submission to archiving

  • Submit with confidence — validated, audit-ready, fully traceable outputs
  • Verify outputs with the tools your statisticians already rely on
  • Explore data interactively across the full clinical lifecycle
  • Archive compliantly without scrambling at study closeout
  • Warehouse data for cross-study analytics and emerging AI/ML workflows

Operational and compliance support

  • Short-term deliverables and long-term roadmap from one partner
  • Validated infrastructure architects and life sciences subject matter experts
  • Design maps to where you are now and scales to where you are going
  • Regional regulatory requirements tracked and actioned proactively
  • Guidance grounded in clinical operations and commercial growth realities

We design SCE solutions that map to where you are now and scale to where you are going. Short-term deliverables. Long-term roadmap. One partner who has done this before.

Schedule a meeting
We do not just talk about compliance. We live in it.

We know what inspectors look for before they arrive.

Validated Cloud routinely supports both governmental regulatory audits and client-facing audits for service providers. We track what regulatory agencies actually examine during inspections through our dedicated audit portal. We know what they are looking for before they arrive.

That institutional knowledge, built across dozens of audits, travels with you as our partner. When an agency walks in the door, you are not starting from scratch. You are walking in with the infrastructure, documentation, and institutional memory of a team that has been there before.

Our position

"That is a material advantage at a moment when nothing can go wrong."

What our audit readiness means for you
Dedicated audit portal

We track what regulatory agencies examine during inspections in real time. That knowledge informs how we build and maintain every environment we manage.

Independent QA team attends with you

Our Quality team does not hand you documentation and step back. They attend inspections alongside you and defend the environment they built and manage.

Documentation current at all times

IQ/OQ documentation, change records, and audit trails are maintained continuously. Not assembled when an inspection is announced. Always ready.

Dozens of audits behind us

The experience of supporting dozens of regulatory audits across EMA, MHRA, and FDA-regulated environments travels with you as a GxP-Cloud customer.

Regulatory update monitoring

We track evolving EMA, MHRA, and FDA guidance and act on it proactively. Your environment stays aligned to current expectations, not last year's.

What your peers are navigating

These are the SCE questions clinical data teams are being asked — in audits and by their own QA.

Regulatory scrutiny of statistical computing environments has increased significantly. The question is no longer whether your SAS or Posit environment is qualified. It is whether the infrastructure underneath it is, and whether you can prove it.

Is the infrastructure running your SCE tools GxP-qualified? Most organisations qualify the application but not the platform underneath. On GxP-Cloud, the infrastructure qualification is already done and documented.
Can you produce an audit trail for every change to your SCE environment? Every configuration change, every patch, every update on GxP-Cloud goes through formal change control with a complete, signed audit record.
How do you manage version control and tool updates in a validated state? Tool updates in a validated SCE are change control events. On GxP-Cloud they are managed, documented, and approved before they happen.
Where does your clinical data reside and who has access to it? EU data sovereignty, GDPR compliance, and granular access controls are built into every GxP-Cloud environment. Not configured later. Present from day one.
You have come to the right place

We have answered every one of these questions for over 100 SCE deployments. Yours will be no different.

Our institutional knowledge of regulatory expectations for statistical computing environments is built from real audits, real inspections, and real clinical data operations. We know what the inspector will ask because we have been in that room before.

Infrastructure qualification delivered with the environment
Complete audit trail for every change, every time
Tool updates managed under formal change control
EU data residency, GDPR-compliant access controls
Independent QA team attends inspections with you
Documentation current and audit-ready at all times

Your SCE. On EU-qualified infrastructure. With EMA-first compliance.

GxP-Cloud provides EU data centres, EU contracting through Validated Cloud BV, and a quality framework built around EMA Annex 11 and MHRA requirements. Your clinical data stays in the EU. Your compliance posture is built for European inspection expectations.

EMA Annex 11 aligned — not bolted on
GDPR-compliant clinical data residency
EU data centres in Amsterdam and Dublin
Contract through Validated Cloud BV, Netherlands
MHRA and 21 CFR Part 11 alignment included
CDISC, ICH E6, and GCP aligned operations

You bring the science. We bring the architecture and the experience.

Schedule a 30-minute meeting with our EU team. We will assess your current SCE requirements, discuss your tool preferences, and outline what a fully qualified, vendor-agnostic environment looks like for your programme. No commitment required.

EU +31 20 399 1018  •  US +1 617 849 8650  •  info01@validatedcloud.com