Operational AI

Human-in-the-loop

Human-in-the-loop refers to decision systems where people remain responsible for approval, oversight, or escalation at defined points.

Definition

Core meaning

Human-in-the-loop refers to decision systems where people remain responsible for approval, oversight, or escalation at defined points.

Operational role

Why it matters

Many operational workflows need explicit checkpoints where a human reviews a decision before execution continues.

Category link

How it supports OADI

OADI supports both automated and human-reviewed decisions because the architecture governs the routing, controls, and feedback around both.

FAQ

Frequently Asked Questions

How should I use this page?

Use this page to clarify the concept, relate it to your operating environment, and move into the audit when you are ready to assess implementation.

Operational Context

See how this concept appears in real operational systems

The audit maps this concept to the decisions, signals, and execution pathways inside your operating environment.

Keep Exploring

Related concepts and next steps

Suggested Reading

Related reading

Operational AI Decision Infrastructure

Systems that turn operational data into automated decisions.

Operational AI Readiness Audit

An assessment that turns category understanding into an implementation path.

The Operational AI Framework

The operating model for converting signals into decisions and decisions into execution.