🚀🤖 AI Blitz

Gear up, team! In this AI Blitz retro, we sprint through our rapid AI tool creation, celebrating lightning wins, cutting dead weight, and fueling the engine for even faster innovation.
45–60 min
4-12 people
Based on: Start, Stop, Continue
🚀🤖 AI Blitz

Template Columns

⚡️ Ignite New Experiments

Propose fresh ideas or practices to accelerate our AI development.

Base column: Start
🛑 Halt Bottlenecks

Identify and cease activities that slow down our rapid AI build.

Base column: Stop
🚀 Keep the Momentum

Maintain the practices that helped us deliver the AI tool quickly.

Base column: Continue

About this template

A fast‑paced retro that reviews AI tool sprints, highlighting quick wins, stopping blockers, and reinforcing speed‑boosting practices.

When to use this template

Use when your team delivers AI prototypes in short cycles and needs a rapid pulse check to keep momentum.

How to facilitate

1

Set a timer for the session and briefly remind the team of the AI Blitz purpose and the three columns

2

Ask each participant to write one idea per sticky for Ignite New Experiments, focusing on any new technique, tool, or workflow that could speed up AI development

3

Collect the sticks, group similar ideas, and discuss each, voting with dot stickers for the top two experiments to try next sprint

4

Repeat the same process for Halt Bottlenecks, encouraging honest identification of any practice, dependency, or tool that slowed the last sprint, then vote on the most critical blockers to eliminate

5

Finally, capture Keep the Momentum items, highlight the practices that delivered speed, and agree on at least one to reinforce in the next iteration

Pro Tips

Use a shared digital board with color‑coded columns so remote participants can drag and drop ideas instantly

Limit each person to three items per column to keep the discussion focused and avoid overload

After voting, assign a clear owner and a short deadline to each selected experiment or blocker removal

FAQ

What if the team runs out of ideas for new experiments?

Encourage looking at recent AI research, competitor releases, or cross‑team collaborations; even small tweaks count as experiments.

How do we handle dominant voices during discussion?

Use a round‑robin or timed speaking turns in the virtual room, and rely on anonymous voting to surface the most valuable items.

Can this retro be shortened for very small sprints?

Yes, compress the voting stage to a quick poll and limit each column to two top items, keeping the total time around 30 minutes.

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At a glance

  • Duration

    45–60 min

  • Team Size

    4-12 people

  • Columns

    3 columns

  • Base Format

    Start, Stop, Continue

Tags

AI development
speed
continuous improvement
action-oriented
remote-friendly

Ready to get started?

Use this template to run your next retrospective