Profiles data: missing, duplicate, stale, biased, mislabeled. Asks the five questions.
Quality at the speed of AI. Fast is fun. Trusted is the win.
Seven laps. Four robots in the pit crew. One human who waves the flag.
Play the icebreaker, find the seven problems, meet Gage, Pilot, Sentry and Scribe, then name your own crew.
Six steps, about an hour
Do them in order, or jump to the one the speaker calls. Everything saves on your device.
- Open your AIOpen the AI you use most in another tab: ChatGPT, Copilot, Gemini, Grok, DeepSeek or Claude. Keep it open. Turn memory or chat history on if you can.Go to the Warm-Up →
- Play the Warm-Up roundsTap Round 1, then Copy this prompt, and paste it into your AI. Rounds 1 to 3 follow the speaker. About 3 minutes each. No history? Use the profile template.Open Round 1 →
- Find the seven problemsTap every cell in the inspection log that looks wrong, then tap Check my flags. Swipe the table sideways on a phone.Open the log →
- Walk the oval, then meet and name your crewTap each Plan, Do, Check, Act stop to open it (laps 3 and 4 together). Then read the four pit-crew cards and do Round 4: paste the prompt into your AI and write the four names it gives you in the naming ceremony.Meet the crew →
- Fill your worksheet and take it with youType or tap Mic and talk. Tap Copy my worksheet and paste it into your notes or an email to yourself.Open the worksheet →
Tips: tap Mic to talk instead of type. Tap Dark or Light at the top to switch the look. Start over clears everything you typed on this device. Your worksheet saves on this device only.
Four icebreaker rounds
Open the AI you use most: ChatGPT, Copilot, Gemini, Grok, DeepSeek or Claude. Memory or chat history on gives richer results. Share only what you are comfortable with. No client or employer data. No history? Use the profile template.
Your moveTap a round, tap Copy this prompt, switch to your AI and paste. Read what it says about you out loud to a neighbor.
Round 1: Your past (Your first trading card)
Open your AI first, then paste. No memory? Use the profile template below.
No history? Use the profile template
Everyone is racing. Few are winning.
Every car gets weighed before it races. A reading is data; a shipment is a promise.
Share of organizations. Source: McKinsey, The state of AI in 2025. About one-third drawn as 33.
Find the seven problems
Tap every cell you think is wrong. Then check. Profile first, fix second.
On a phone, swipe the table sideways to see every column.
Your moveTap the cells you think are wrong. Aim for seven. Then tap Check my flags.
| lot_id | supplier | received | torque_nm | pass_fail | inspector |
|---|---|---|---|---|---|
Plan, Do, Check, Act
Tap a stop to open it. Each stop has an agent. The human signs.
Your moveOpen each stop. Ask: which of my own processes lives here?
Prompts are great. Agents are better.
A prompt answers once. An agent runs the loop. Collect all four cards.
Co-pilot that drafts checklists, triages complaints, proposes root-cause questions.
Watches signals for drift, states confidence and evidence, logs each prediction to be scored in 90 days.
Keeps controlled prompts: title, version, owner, review date, approver, tool version.
Earn every rung
AI drafts, you do the work.
AI handles routine, you review exceptions.
AI recommends, you sign.
A human always waves the flag.
Five guardrails
- One job per agent.
- A primary and a backup human owner.
- A log of every action and the tool version.
- A gate before any irreversible step.
- An off switch that works.
If you cannot reproduce it, you cannot control it.
The naming ceremony
Ask your AI to name four agents from what it knows about you. Paste or speak the names here. Three minutes. Then read one out loud.
Your moveRun the Round 4 prompt in your AI. Type or speak the names it gives you here. Then tell the room your first agent's name and its human owner.
Debrief: Who got a name they loved? Read your agent's name out loud. Now: who is its human owner?
Same crew, different track
Tap your sector. These are examples to adapt, not your data.
Your 30 days
Your moveAnswer one question per stop. Rough is fine. Then tap Copy my worksheet and keep it.
Talk instead of type
Tap a mic on any field, or start the spoken interview.
Dictation sends audio to your browser's own speech service. The text stays on this device. Works in Chrome, Edge or Safari with the microphone allowed.
0 of 5 answered
Saves on this device only. Nothing you type is sent anywhere.
Sources
- McKinsey, The state of AI in 2025
- Reliable Plant, The Real Cost of Poor Quality (rule of thumb, 15 to 20 percent of sales)
- ASQ, PDCA cycle
The all-green Tuesday story, the inspection log and the control chart in the talk are illustrative, made-up examples.