Scale – From personal AI to organisational AI: why copilots plateau, and what an AI operating system changes

Part 4 of the Sovereign AI series, for CIOs, COOs and the people who own processes and AI Centres of Excellence — in any sector. Personal AI raises the productivity of a person; organisational AI changes the outcome of a process. The gap is not a better model but four missing things: shared context (an ontology, not each person's chat history), governed action (agents that act on systems under policy), identity and permissions that follow the work across teams, and evidence a board or regulator will accept. A live contrast between a personal assistant and the AI OS on the same question, then one end-to-end process run by agents with people in the loop.

Speaking:

Ping Nathan

Ping Xavier

Language: English

Agenda

11:00 - The copilot plateau: what the pilots produced, and why it stalled

11:05 - Personal AI vs organisational AI: the four gaps

11:13 - Live (Xavier): the same question to a personal assistant and to the AI OS grounded in the ontology

11:20 - Live: one end-to-end process run by agents, people in the loop, and what the audit trail shows afterwards

11:30 - What it takes organisationally: the AI Centre of Excellence, who owns the ontology, where sovereignty enters

11:35 - Q&A