Free implementation template

Human-in-the-Loop Decision Matrix

Choose where AI may act, where it should recommend, and where humans must retain final authority.

Section 1

Decision class

Low consequence
Moderate consequence
High consequence
Regulated/consequential

Section 2

AI role

Automate
Recommend
Summarize
Route only

Section 3

Human control

Approval required
Review sampling
Escalation owner
Override mechanism

Section 4

Evidence

Inputs retained
Decision reason
Tool actions
Outcome log

Turn research into action

Build the workflow, run the growth motion, or model the business case.

Choose your starting point

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