CSA · Validation Automation · AI Governance

Validation, modernised for regulated life sciences.

Helm Labs helps you move from document-heavy, manual validation to risk-based CSA, automated testing and continuous validation.

GxP & 21 CFR Part 11 Risk-based CSA Audit proven Test Automation Framework GAMP 5 (2nd edition) Agentic AI Human in the Loop governance
What we do

Three ways we modernise your validation

Pragmatic, regulator-ready engagements — from a focused CSA pilot to enterprise-wide automation and AI governance.

Service 01 · Easiest entry point

CSA Transformation

Shift from validation programmes built on 2010 thinking to FDA Computer Software Assurance — focusing effort where the patient and data-integrity risk actually is.

  • Risk-based CSA strategy & templates
  • Critical-thinking-led test design
  • Automated & unscripted testing
  • AI-assisted evidence generation
  • Continuous validation operating model
Typical engagement4–12 weeks
Service 02 · Our specialism

Validation Automation

“Reduce validation effort by 50–70% through automated qualification and regression testing.” Most validation teams cannot do this — we have done it, repeatedly.

  • Audit friendly Test Automation Framework
  • Automated IQ/OQ & regression suites
  • CI/CD-integrated continuous validation
  • Self-documenting, audit-ready evidence
  • Team enablement & handover
Typical engagementProject-based
Service 03 · Where the market is heading

AI Governance & Validation

Everyone is adopting Copilot, Claude, ChatGPT and AI agents. Almost nobody knows how to validate them in regulated environments. We do.

  • AI risk assessments
  • GxP Agentic AI Human in the Loop governance frameworks
  • AI validation strategy
  • CSA for AI-enabled systems
  • EU AI Act & ISO 42001 readiness
Typical engagementAdvisory & project
The shift

From project scoped to continuous assurance

The regulators have moved on. Your validation approach should too.

Moving from

  • Document-heavy validation
  • Manual testing
  • Spreadsheet traceability
  • Validation as a one-off event
  • Effort spread evenly, not by risk

Where we take you

  • Risk-based CSA
  • Automated testing
  • AI-assisted evidence generation
  • Continuous validation
  • Effort focused on real patient & data risk
Our toolkit

Software that powers our consulting

We don't just advise — we build. Every Helm Labs engagement can be accelerated by the products we've designed for regulated environments.

Helm Compliance
Compliance platform

Helm Compliance

Our end-to-end GxP compliance & validation platform (Helm Hub): a standards library, risk-based test management, AI-assisted gap analysis and tamper-evident 21 CFR Part 11 audit trails.

Have full transaparency on progress and status of your validation projects.

Visit helmcompliance.com →
DocDelta
Atlassian app · Document change intelligence

DocDelta

An Atlassian app for AI-assisted document comparison, highlighting meaningful changes between policies, procedures and validation deliverables so regulated teams can review impact without leaving their collaboration workflow.

Read the DocDelta user guide →
Policy Pulse
Atlassian app · Policy lifecycle tracking

Policy Pulse

An Atlassian app for policy awareness and acknowledgement tracking, giving compliance teams clear visibility of who has reviewed critical updates, where follow-up is needed and what evidence is audit-ready.

Read the Policy Pulse user guide →
CodeCityScape
Software risk insight

CodeCityScape

Turns complex codebases into navigable 3D “cities”, exposing complexity, hotspots and technical debt — a powerful input for risk-based validation and software supplier assessment.

Request a walkthrough →
Helmic
AI compliance assistant

Helmic

An AI companion for regulated teams — drafting validation deliverables, answering standards questions and generating audit-ready evidence, all within a governed, GxP-aware guardrail.

See Helmic in action →
Atlassian Marketplace

Compliance App Development

Bespoke Jira & Confluence apps built for compliance and regulated environments — engineered to GxP and 21 CFR Part 11 standards and backed by a published, audit-ready Service Level Agreement.

View our Marketplace SLA →
How we work

A clear path to modern validation

Low-risk, evidence-led engagements that leave your team more capable than we found them.

1

Assess

We review your current validation approach, systems and risk profile to find the fastest, safest wins.

2

Design

A risk-based CSA strategy and automation blueprint tailored to your processes and regulators.

3

Automate

We build automated qualification and regression suites, with audit-ready evidence.

4

Sustain

Continuous validation, enablement and handover so your team owns the new way of working.

Why Helm Labs

Practitioners, not slide-deck consultants.

We are validation engineers who have spent years inside GxP-regulated programmes — and we've built our own compliance software to prove the approach works. When we say you can cut validation effort by 50–70%, it's because we've delivered it, more than once.

  • Deep, hands-on Test Automation Framework background
  • Real CSA, GAMP 5 and 21 CFR Part 11 delivery experience
  • We build the tools we recommend — Helm Compliance, DocDelta, Policy Pulse, CodeCityScape & Helmic
  • Pragmatic, regulator-ready, knowledge-transfer first

The Helm Labs difference

Most validation teams know they should automate and adopt CSA. Almost none have the engineering depth to actually do it. That gap is exactly where we live.

Helm Labs — validation engineering & AI governance for life sciences

Ready to modernise your validation?

Book a no-obligation consultation. We'll find where you can cut effort, reduce risk and get audit-ready — fast.