vAIn Helsing
Evidence over fear.
Scholarship over snake oil.
Compliant AI integration in Life Sciences — by someone who reads the regulations before reading the press release.
Three battlegrounds.
Each topic has its own visual context, its own argument, its own evidence. The thesis underneath is the same: regulators wrote rules so we could think clearly — not so we could stop thinking.
Blueprint
CSV / CSA
The framework was never the constraint. The thinking was.
Computer system validation versus computer software assurance — what is new, what was always there, and what the rebrand actually solves.
Enter →Circulatory
PSMF — Flow & Automation
The system's circulatory map, kept alive.
How the Pharmacovigilance System Master File can be designed to live, breathe and update — without an army.
Enter →Battlefield
AI in Regulated Environments
Light against shadow. Method against magic.
Where AI integration is real, where it is hype, and how to deploy it inside validated processes without surrendering compliance.
Enter →