Human-in-the-Loop Decision-Making

Systems recommend; leaders decide. Human-in-the-loop means machine output enters the process, but mission context, ethics, and command responsibility stay with you.

Match the level of automation to the risk of the decision. Low-risk aggregation can move faster; high-consequence choices need explicit human approval.

State the decision, acceptable risk, and what would cause you to reconsider after execution begins.

Ensure subordinates know which signals trigger escalation, and debrief outcomes so both data products and judgment improve over time.