To achieve shared prosperity, we must not just ask “How smart will AI models get?” but “How will their value circulate in the real economy of goods and services?”
Whilst the business world obsesses over which AI tools to deploy and which technical skills to hurriedly upskill and teach, they’re missing what matters
The three principles of truly secure AI deployments are security, sovereignty and regulation. Together they comprise a 3-legged stool of a secure private cloud
AI agents can only be trusted to make good decisions if we can develop systems that prioritise traceability, accuracy, and accountability under pressure
Adopting AI with FinOps principles in mind grants financial visibility, alignment across teams, cost control and the ability to follow compliance obligations