Winning Strategy

Winning Strategy

AI Track

AI for Agile Teams: What to Automate, What to Review, and What Must Stay Human

🎁 AI Delegation Matrix PDF

Vibhor Chandel's avatar
Vibhor Chandel
Jul 09, 2026
∙ Paid

Q: “Our Agile teams are starting to use AI tools for things like writing user stories, summarizing meetings, generating test cases, analyzing backlog items, and drafting status updates. While this is helping us save time, I’m not sure where to draw the line. What parts of Agile teamwork can we safely automate with AI, and what should always be reviewed by humans?”

Thank you for the question.

Many Scrum Masters are asking the same question right now:

Where should AI help the team, and where should people stay in charge?

Teams already use AI for many things. That can save a lot of time and reduce admin work.

But AGILITY depends on judgment. It depends on context, trust, and shared understanding.

So the question is: how do we decide how much to depend on AI?

How to decide:

  1. What work AI does independently

  2. What work remains fully human-owned

  3. What work needs human review

Agile teams could benefit from a delegation model for AI (download below), and this post offers exactly that.

Let’s get started.


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