This is a worked example. Nothing here is saved or shared. It's a fictional team — Northwind Studio — to show what a real session looks like before you run your own.

Northwind Studio

Media / Creative · United Kingdom · 6–15 people · Mixed OS · Restricted, IT-managed

Existing stack: Microsoft 365, Slack, Notion, Figma, GitHub

Who joined
A real team is a spectrum. Team AI Conversation is designed for all of these people in the same room.
  • Priya
    Studio lead

    Cautious optimist. Uses ChatGPT for first drafts; worried about the team's wellbeing.

  • Sam
    Senior designer

    First time properly trying AI. Open about feeling behind.

  • Jordan
    Engineer

    Daily Cursor + Claude user. Wants the team to catch up but knows it's complicated.

  • Maya
    Producer / Ops

    Has tried to start this conversation before and it stalled. Re-entering quietly.

  • Theo
    Junior designer

    Uses ChatGPT for research and writing. Worried their role is the one being automated.

  • Anika
    Client services

    Hasn't used any AI tool yet. Sceptical but willing.

The team's landscape
Everything raised across nine reflection themes, grouped by status. Read-only here.

In place

3
  • We have an acceptable use policy from last year — covers data and confidentiality.

    In placePriya
  • Engineering already uses Copilot and Cursor with paid licences.

    In placeJordan
  • Standing weekly studio meeting where we could pick this up regularly.

    In placeMaya

Decided

3
  • Client deliverables are always reviewed by a human before going out — non-AI-specific, but it stands.

    DecidedPriya
  • Curious about Figma's AI features for first-pass layouts.

    Tool of interestSam
  • Notebook LM — to make our messy research browsable for the whole team.

    Tool of interestJordan

Open questions

3
  • Can we use ChatGPT with anything that mentions a client by name? We've never actually agreed.

    Open questionMaya
  • Who decides when we adopt a new AI tool — and how do we tell the rest of the team?

    Open questionSam
  • What does 'good' look like for someone who isn't using any AI yet? Is that fine?

    Open questionAnika

Not yet

3
  • No training plan for non-technical staff.

    Not yetPriya
  • No clear budget owner for paid AI tools — we're expensing piecemeal.

    Not yetMaya
  • No shared place to share what's working and what isn't — knowledge stays in DMs.

    Not yetTheo

Worries & non-negotiables

5
  • I'm worried my role is the one being automated, and nobody's saying that out loud.

    WorryTheo
  • I don't want to look stupid in front of people who already use this stuff every day.

    WorryAnika
  • If we move too fast we'll lose the craft we're known for.

    WorrySam
  • Client data does not go into any tool we haven't approved. Full stop.

    Non-negotiablePriya
  • No AI used to evaluate or rank team members.

    Non-negotiablePriya
Surface patterns (AI-assisted)
Prompts for the room to weigh, never conclusions. The team keeps the pen.

Alignments

  • Quality and craft come first

    Across roles, people agreed any AI use has to protect — not erode — the studio's craft and review process.

  • We need a shared place to learn together

    Engineers, designers, and ops all named the lack of a shared channel for what's working and what isn't.

Tensions

  • Daily users vs first-timers

    Some people are well ahead and want to move; others are just opening the door. Both are valid — the pace question is unresolved.

  • 'Try things' vs 'don't break trust with clients'

    Curiosity about new tools sits alongside a strong non-negotiable about client data.

Open questions worth answering

  • Where exactly is the line on client data and AI tools?

    It's the single most-cited worry and currently unwritten.

  • How does someone who isn't using AI stay a full member of the team?

    Anika asked it; nobody else answered. It deserves a clear answer.

Possible next steps

  • Write the client-data line in plain English, together

    30 minutes at next studio meeting. Priya facilitates.

  • Start a #ai-learning channel — 'what I tried this week'

    Low-stakes, no expectation to post. Jordan kicks it off.

  • Pair Anika with Theo for one hour on a real task

    Anika opts in. Theo guides — not teaches.

Governance & policies checklist
The five buckets included in the PDF export, populated for this team.

In place

  • Acceptable use policy (last reviewed 12 months ago)
  • Human review on all client deliverables
  • Engineering tool licences via IT

Decided

  • Figma AI features to be trialled by Sam on internal work first
  • Notebook LM trial led by Jordan, 4 weeks

Open questions

  • Client-data line is not yet written down
  • No clear sign-off path for new AI tools

Missing / Not yet

  • No training for non-technical staff
  • No shared learning channel
  • No named budget owner for paid AI tools

Worries & non-negotiables

  • Client data stays out of any unapproved tool
  • No AI used to evaluate or rank team members
  • Human review remains mandatory on client work
What the team walked away with
A short, candid list — what they'll try, and what they're choosing not to do, and why.

We will do

  • Agree the client-data line in writing
    Owner: Priya

    Drafted at next studio meeting; signed off within two weeks.

  • Run a 4-week Notebook LM trial for shared research
    Owner: Jordan

    Two test projects, weekly check-in, clear stop-or-keep call at the end.

  • Start a low-pressure #ai-learning channel
    Owner: Maya

    No expectations to post; Maya seeds one observation a week to start.

We will not do (and why)

  • Roll AI tools out to the whole team this quarter

    Half the team isn't ready, and forcing it would undo trust we've spent years building.

  • Use AI for performance review or workload allocation

    Named as a non-negotiable by the lead and supported by the room.

Facilitator prompts

Words for the moments you'll face

Hosts get a copy-and-read prompt bank for opening the room, surfacing worries, breaking deadlock, and closing with named owners. No improvising the hard bits.

Facilitator prompts
Ready-to-read prompts for the moments hosts actually face. Tap copy to drop into chat or read out loud.

Use one of these in the first two minutes. Read it out, slowly.

  • Before we start: there's no required level of AI experience here, including none. Skepticism is welcome. Curiosity is welcome. Nothing you write will be used to evaluate you.
  • We're not deciding everything today. We're trying to see what we already think — together — so we can choose the next small move.
  • If something we say bothers you, that's data. Please put it in worries or non-negotiables rather than holding it.

Ready to do this with your team?

You can run a session solo to try it, then invite the team when you're ready. Nobody else needs an account.