Different regulators. The same question.

Whether the regulator is a medicines agency, an education department, a government transparency standard or a financial supervisor, the question is converging: what did the AI do, what did it rely on, and who was accountable? We build to the hardest version of that question, pharmaceutical GMP, and apply the same architecture wherever accountability matters.