What do you choose to keep human?
Questions about responsibility, relationships and the work people want to own.
Start with the experience
This sample conversation outline asks an operator to describe decisions they would keep in human hands. Is the reason trust, accountability, nuance or the value of the interaction itself? The answer may differ across a customer’s journey. The aim is to make those choices explicit before a new workflow obscures them.
Why it matters to an AIpreneur
Automation is also a decision about relationships. Creating economic value means connecting a capability to a useful outcome for someone. That connection depends on the setting: the people involved, the resources available and the consequences when a result is wrong. A convincing demonstration cannot answer all of those questions.
A practical starting point is to follow one piece of work from beginning to end. Ask where people spend time, what they need to trust and which decisions carry consequences. Keep the existing process available while testing a change, so the comparison reflects the work rather than an idealised version of it.
Questions for the conversation
What surprised you in the first attempt? Which assumption did a customer challenge? Where did the tool help, and where did you decide to step back? What would you want another builder to understand before trying something similar?
Automation is also a decision about relationships.
The question behind every AIpreneur piece: why does this matter to someone building, creating or contributing to the AI economy?
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