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Bridging quality systems and AI/ML integration

AI validation and compliance consulting for life sciences

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The Validation Gap

Integrating AI/ML into GxP-impacting processes requires more than just functionality; it demands a defensible, auditable validation approach. Most organizations can build the AI. Few can prove it's validated to the standard an auditor expects. We close that gap.

Regulatory Complexity

The difficulty isn't one framework, it's that several apply at once, and they don't always agree, especially once you add AI-specific concerns like drift, retraining, and explainability that traditional quality systems weren't built to address. Here's what QuantumQS keeps aligned:

Regulatory Frameworks

FDA QMSR, GAMP 5, FDA GMLP, PCCP, and 21 CFR Part 11.

Standards & Directives

ISO 13485:2016, EU MDR, EU AI Act, EU GMP Annex 11, and EU GMP Annex 22 (in development)

Quality Systems

Manufacturing, document control, data analysis, and decision support systems.

Why QuantumQS

Validating AI/ML inside a GxP-regulated process isn't the same problem your quality team has solved before. Traditional CSV assumes deterministic systems, AI introduces drift, retraining, and explainability requirements that most QMS frameworks were never built to answer. Getting this wrong doesn't just risk a functional AI system, it risks a system with no defensible evidence behind it when an auditor asks how it was validated. QuantumQS exists to close that specific gap: an accountable, qualified partner who knows how to validate AI/ML systems against FDA, ISO 13485, and EU regulatory requirements.

How It Works

Strategic Assessment (Phases 0-3)

We begin with a comprehensive audit of your current quality systems and AI/ML integration, whether you're planning a rollout or already running one, identifying exactly what's needed to meet FDA, ISO 13485, and EU MDR requirements.

Validation Strategy (Phase 4)

Developing a robust validation framework that aligns with GxP standards, ensuring every algorithmic decision is traceable, auditable, and defensible.

Documentation & Compliance (Phase 5)

Finalizing comprehensive documentation and regulatory submissions to meet the requirements of FDA QMSR, GAMP 5, and global regulatory frameworks.

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