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Retrospective Template

Human-AI Delegation Map

Decide what AI can draft, what people must review, and what should always remain human-owned.

4 columns
AI at Work
1 min read
AI delegation, human in the loop, team lead

The Human-AI Delegation Map gives a team a shared answer to a question that tool policies often leave vague: who owns which part of the work? It turns broad AI guidance into task-level boundaries people can use every day.

Map responsibility before adding agents

Place recurring tasks into four columns: work that stays human-owned, work AI may draft, work that requires named human review, and work the team will not delegate. Discuss why each boundary exists and what evidence would justify changing it.

The result is a practical human-in-the-loop agreement. It helps leaders delegate to agents without hiding accountability or forcing every employee to invent their own rules.

How to facilitate

  1. 1
    Map tasks, not job titles. Roles contain work with different levels of risk and judgment.
  2. 2
    Name the reviewer. “Human review” only works when ownership is clear.
  3. 3
    Consider reversibility. High-impact or hard-to-reverse decisions need stronger human control.
  4. 4
    Review monthly. Update boundaries as tools, evidence, and regulations change.

When to use this template

Use this map before deploying AI agents, redesigning a role, automating customer communication, changing a product workflow, or creating an internal AI policy.

Template Columns

Column structure and prompts for your retrospective

Human owned

Items for Human owned

AI can draft

Items for AI can draft

Human review required

Items for Human review required

Do not delegate

Items for Do not delegate