Corlytics' Chief Data Officer Dr Oisin Boydell unpacks what AI-by-design means in practice for regulatory compliance — and why the hard calls must always stay with humans.

Enterprises built their cloud strategies around providers. Cloud 3.0 says that's no longer enough — distributed architectures, sovereign platforms, and edge-driven operations now demand workload placement decisions rooted in intent, not inertia.