Thesis 004/The Human-Machine Operating Model

Every Organization Is Becoming a Human-Machine System

Humans and machines have no shared operating model.

AI systemsDecision rights

On the agenda. No thesis has been stated under this problem yet, and no evidence has been gathered. It is published so the agenda can be argued with before the work starts.

Thesis 004Open problemAI systems · Decision rights

The argument

AI is deployed one workflow at a time and nobody owns the whole-organization design. The system sets decision rights, handoffs, exception paths, and accountability when a machine acts.

This problem is published as part of the agenda. No thesis has been stated under it yet, and no evidence has been gathered. It appears here so the agenda is visible and contestable before the work starts.

What supports it

  1. No evidence has been gathered. The problem is on the agenda; the work has not started.

    None, not yet argued. Emerging.

The strongest case against

The problem itself may be wrong.

Open, challenge invited · raised

Before a thesis is stated, the useful disagreement is with the framing. This may be a symptom of another problem on the agenda, or it may not be a systems problem at all.

Our response

If the framing is wrong, the earlier we hear it the less work is wasted. Challengers are credited alongside authors.

What would change our mind
  • A convincing case that this is a symptom of another problem on the agenda rather than a problem in its own right.
  • Evidence that organizations already solve this reliably, which would move it off the agenda.

What follows if it holds

Operators

Nothing to act on yet. This is a statement of what the institute intends to work on, not a finding.

What we do not know yet

  • What would a company have to be able to do for this problem to be solved?
  • Who already owns this inside an organization, and why has it not been solved there?

Research, field studies, arguments, theses

What changed and why

  1. Published as agenda. Not yet argued.