PLG Workshop Leave-Behind | Blue Cadence - Technical Support Technology

1. Why Normal AI Training Fails

The gap is not knowledge. It is the transfer from training to your actual job.

The training-to-solutioning transfer gap

Companies buy tools, run courses, and post strong completion rates — and on Monday morning nothing has changed. People can finish a prompting course and still not know what to do with AI inside their real work.

A Professional Learning Group closes that gap because it is the only corporate learning structure where the problem being worked on is your real current work, the people helping are peers who know your domain, the cadence lasts long enough for practice to become habit, and nothing is evaluated — so anyone can say "I don't understand what this thing does."

2. The Session Agreements

Read aloud at the start of every session — including a 25-minute version. Do not paraphrase.

This room is non-evaluative.Nothing said here feeds a performance review or follows anyone out the door. This is what lets the most experienced person in the room say "I don't understand."
The presenter owns the problem.We are not here to fix it for them. We think with them. They decide what to do with everything they receive.
We offer gifts, not advice.A gift is an observation, a question, a resource, or a reframe. Advice is only given when the presenter explicitly asks for it.
The presenter receives in silence.No defending, no rebutting, no explaining why a gift won't work. The silence keeps the presenter listening instead of preparing a response.
One voice at a time. Short over long.A twenty-second gift beats a two-minute speech. Leave room for the person who has not spoken yet.

3. What a Gift Is

Something you hand the presenter that they keep whether or not they use it. No obligation attached.

An observation

Something you noticed that the presenter may not have.

Example"I noticed you described the problem three different ways — the third one had the most energy in it."

A question

One the presenter can carry away and keep thinking about.

Example"What would your best technician say is actually going on here?"

A resource

A person, tool, article, or example from your own work.

Example"We hit something like this last year — I can send you what our escalation flow looked like after."

A reframe

The same facts seen from a different angle.

Example"You've been describing this as a training problem. It sounds to me like a handoff problem."

The line between a gift and advice

Advice tells the presenter what to do. A gift trusts them to decide.

Advice — hold it	Gift — offer it
"You should try X."	"What happened the last time you tried something like X?"
"The real problem is Y."	"I wonder if part of this might be Y — does that land at all?"
"Here's what we did — do that."	"Here's what we did — take whatever's useful."
"Have you thought about Z?" (rhetorical)	"What's stopped Z from working so far?" (curious)

Why this rule exists

Advice puts the giver in the expert seat and the presenter in the needy seat. Gifts keep everyone peers — and that is the mechanism, not a courtesy. The group only builds a shared brain if every member stays a full member, including the one currently struggling.

If it starts with "you should" — it's advice.
If it starts with "you need to" — it's advice.
If it starts with "just" — it's advice.
Hold it, unless the presenter asks.

4. The 25-Minute Protocol

Exactly what you saw in the workshop. Four colleagues, one real problem, one timer.

2 min
AgreementsRead the five agreements aloud. Define what a gift is. Every time, even when everyone knows them.
5 min
Skill lessonOne skill, one tool. In the workshop: the six-part prompt and the flipped-interaction pattern. In a real cycle, this changes every session.
6 min
AI interviewRun the flipped-interaction prompt below. The LLM interviews the presenter — five questions maximum — and produces a two-sentence problem statement. The AI gives the first gift: clarity.
1 min
Presenter states the problemIn their own words, plus the kind of help they want.
6 min
Gift roundEach member offers gifts — short, one voice at a time. The presenter receives in silence.
2 min
Presenter reflectsWhat did I hear? What landed? What do I want to think more about? No defending, no rebutting.
1 min
Commit to actionOne specific action before a specific date, said out loud so the group hears it.
2 min
Debrief the protocolHow did that feel different from a normal meeting? Never skip this — it is where the learning lands. Dropping the debrief to save time is the most common mistake.

5. The Flipped-Interaction Prompt

A good prompt has six parts: Role, Goal, Context, Process, Output format, Quality checks. This one has all six — and it flips the interview so the AI asks you.

Role & Goal

Give the AI the expertise to guide you, and name the deliverable: a clear problem statement peers can help with.

Process — the flip

Instead of guessing every detail up front, tell the AI to interview you: one question at a time, no output until it has enough.

Output & Quality

Specify the shape of the answer and the standard it must meet, so the result is usable the moment it appears.

Act as a sharp, curious colleague in a field service organization. Your goal is to help me clearly articulate a work problem so a group of peers can help me with it.

Ask me questions one at a time — no more than five — to understand the problem, what I've tried, and what kind of help would be most useful. Do not summarize until you have asked your questions.

Then produce: (1) a two-sentence problem statement in my words, and (2) the one question I most need help answering. Keep it plain and concrete.

Try it solo first: paste it into any capable LLM and bring one of your own problems. Five questions later you will understand your problem better than when you started. That experience is the smallest possible taste of what a PLG does with people.

6. Take Action

The point of a PLG is action. Here is yours.

An honest note before the next step

Facilitating a group like this well takes training — much of what worked in the workshop was facilitation you could not see. And at the same time: you do not need anyone's permission to start. Both things are true. The first action is yours.

This week — try the prompt

Run the flipped-interaction prompt on one real problem from your own work. Ten minutes, any LLM. Notice what the interview surfaces that you had not said out loud.

This month — run one round

Gather four colleagues, put 25 minutes on a calendar, and run the protocol above exactly as written. Read the agreements aloud. Protect the silence. Do the debrief.

Want support?

If you want help beyond this page — facilitation for your first cycle, facilitator training for your people, or standing up a full 12-session PLG program in your company — reach out. This is what we do.

Contact Blue Cadence

First-cycle facilitation for your team
Facilitator training and coaching
Full 12-session PLG program design
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You Just Ran a Professional Learning Group.