Capability does not confer authority
AI capability must be separated from the authority an organisation deliberately delegates, including clear escalation boundaries.
Topic
Managing Artificial Agency
Exploring how management changes when software can act, decide and perform meaningful work on behalf of an organisation.
A human in the loop is not enough
Meaningful human oversight depends on retaining independent judgement, not merely placing an approval checkpoint in a workflow.
Data access is not organisational understanding
Access to organisational systems cannot capture all the history, context and situated judgement needed for consequential work.
Who is actually managing the work your AI does?
Delegating work to AI still requires domain, managerial and technical supervision focused on the organisational outcome.
Reveal how your work
really works.
A first conversation is free, and usually enough to tell you whether there's a leverage point worth pulling.