AI GxP validation for regulated life sciences
AI Strategy · Governance · GenAI · AI CoE · Agentic AI

AI Transformation

AI transformation designed for regulated life sciences: strategy, governance, adoption, agentic systems and AI Centres of Excellence — validated where it needs to be, fast where it can be.

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AI strategy life sciencesAI governanceGenAI adoptionAI Center of ExcellenceAI CoEAI validation servicesintelligent automationagentic AI systems
FDAEMAMHRAPMDACDSCOGAMP 5ICH Q921 CFR Part 11
In short

AI transformation for regulated life sciences covers strategy, governance, adoption, agentic systems and AI Centres of Excellence. The usual blocker is not technical capability but assurance posture: teams have working pilots they cannot promote to production because nobody has defined what the use case must demonstrate before it is allowed to touch a regulated process.

1Bounded intended useWhat the model does, and what it must not be used for
2A frozen evaluation setHeld-out data, version-controlled, agreed before testing
3A release gate that holdsAcceptance criteria set in advance, results recorded
4A person decides what mattersConsequential calls are made and signed by a named person
5Drift monitoring in productionInputs, outputs and overrides watched, with authority to suspend
6A fallback that actually runsThe process continues with the AI switched off
Annex 22 · consultation draft
The six parts of validating an AI system for GxP use. They map onto what the EU’s draft Annex 22 asks for. Annex 22 is still a consultation draft, not yet in force.
Case study · Pharmaceuticals

GenAI adoption programme for a Top-20 pharma

A Top-20 pharma had dozens of GenAI pilots that had multiplied without governance.

Read the case study
3/3Flagship use-cases in production
6 moTo operating CoE
SharedPrompt and evaluation library across teams
100%New use-cases assurance-classified

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