Works with Claude, ChatGPT, Gemini, or your own local model: paste this prompt and your AI will co-facilitate this exercise with you.

Help me prepare and run the exercise below. First ask for my participant count, time, setting, access needs and intended result. Check these against the stated limits. Use the supplied rules and materials. Explain any proposed changes before using them, and label them as adaptations. Do not invent source claims or require personal disclosure. Give me one step at a time when I say start. I manage the people, physical activity and clock; do not claim to observe the room. Ask me what happened before choosing a next step.

Reference revision: 6cf6c2e83479a01802fb93fc4682179a405ed73c57ec16259c4fce99f7232fe5

# Learning Teams 4Ds

Participants catalog operational friction across four categories: Dumb, Difficult, Different, and Dangerous. They cluster observations in small groups and log quick fixes alongside systemic action plans.

**Time:** 60 minutes. UWT suggested 60-minute duration. Source notes no time limit.
**People:** 4 to 24. Individual note writing, then small groups of 3 or 4 (absorbing remaining participants into quartets), followed by whole-room consolidation.

## Choose this exercise

**Purpose:** Catalog operational friction, workarounds, and hazards to decide immediate quick fixes or assign systemic follow-up investigations.
**Use it when:** Use during operational retrospectives, post-project reviews, or frontline team evaluations where teams need to surface day-to-day friction and safety risks.
**Skip it when:** Skip when the focus is high-level portfolio strategy or when a formal safety investigation governed by strict regulatory compliance protocols is actively underway.

## Materials and tools

- Whiteboard, wall poster, or digital whiteboard divided into the 4Ds columns
- Dedicated flip chart or digital action log for quick wins and systemic actions
- Sticky notes (one pad per person for in-person)
- Fine-point markers (one per person)
- Timer

## Before participants arrive

1. Divide the visual display (wall, whiteboard, or digital board) into four columns: Dumb (does not make sense), Difficult (hard to do), Different (changes or workarounds), and Dangerous (creates unsafe conditions).
2. Create an adjacent Action Log with two sections: Quick Wins and Systemic Actions.
3. Distribute sticky notes and markers to every participant.

## Say this to open

We will examine our recent work using four lenses: Dumb, Difficult, Different, and Dangerous. Our goal is to see operational reality as it happens, not how a manual says it should happen. Write down your observations across these categories.

## How to run it

### 1. Explain the four categories (5 minutes)

Introduce the four columns. Define Dumb as rules or steps that make no sense. Define Difficult as tasks requiring excessive friction. Define Different as recent changes, informal adaptations, or workarounds. Define Dangerous as anything creating physical, psychological, or operational risk. Share a neutral example: printing a digital invoice to sign and scan is Dumb, manually retyping numbers across two databases is Difficult, using personal messaging apps because official tools failed is Different, and skipping peer review to meet a deadline is Dangerous.

### 2. Write individual observations (10 minutes)

Participants write observations individually, one per sticky note. Prompt them to check their recent work against all four columns. Participants may write as many notes as they want or focus only on operational categories relevant to their daily tasks. Emphasize that anyone may choose to keep notes private or skip any column without giving a reason.

### 3. Cluster in small groups (15 minutes)

Form groups of 3 or 4. If counts do not divide evenly, absorb remaining participants into trios to form quartets. Groups review their individual notes, merge exact duplicates, and cluster related themes together. Each group then places its themed clusters under the matching columns on the main board.

### 4. Review clusters and debrief (20 minutes)

Facilitate a review of the board, selecting one or two top clusters per column rather than every individual note. Ask the debrief questions to guide reflection: Where do workarounds hide systemic difficulty or danger? Distinguish quick fixes from systemic operational flaws. Move high-impact items onto the dedicated Action Log.

### 5. Assign concrete actions (10 minutes)

Review the Action Log together. Confirm immediate owners and target dates for up to three quick wins. For systemic items, select no more than two to advance. Assign an owner and a specific delivery date for a follow-up investigation or working group session on each selected systemic item. Close the session once owners confirm their assignments.


## Debrief questions

- Where did we see workarounds (Different) hiding systemic difficulty or danger?
- What is one quick fix we can complete before the end of this week?
- Which single systemic item requires dedicated follow-up analysis?

**Finished output:** A four-column visual board of categorized work friction, paired with an action log detailing immediate quick wins and assigned owners for up to two systemic follow-up tasks.

## Remote

Set up a shared digital whiteboard with the 4Ds columns and a dedicated action log panel. Run silent writing individually, then send participants into video breakout rooms of 3 to 4 to cluster identical items. Reassemble in the main room to discuss top clusters and record actions directly on the digital action log panel.

## Hybrid

Project the shared digital board in the physical room and position a webcam facing the physical board. Remote and in-person participants work directly on the digital board so all clusters remain visible to everyone simultaneously. In-person tables discuss locally and assign one person to post their table clusters into the digital tool. The facilitator alternates between in-person and remote speakers during review.

## Access and participation choices

- Participants may submit written notes directly or dictate them to a partner.
- Any participant may observe silently or contribute only to operational categories without disclosing sensitive personal experiences.

## If the session gets stuck

**Participants hesitate to label standard operating procedures as Dumb or Dangerous.**

Reframe the language neutrally: focus on friction in the work rather than blaming individuals, and remind the room that unofficial workarounds point directly to system gaps.

**A participant logs an acute, active safety hazard that creates immediate danger.**

Pause the activity immediately, capture the critical safety details, and follow standard operational incident reporting protocols before resuming.


## Terms used here

- Workaround: An informal bypass used by workers to complete a task when standard systems fail or add friction.
- Systemic action: An operational correction addressing root processes, policies, or tooling rather than a temporary surface patch.

## Sources and adaptation

Observed in EasyRetro platform templates, credited on the template page to user Mark.

The four prompt categories (Dumb, Difficult, Different, Dangerous) and the dual-track resolution model (quick wins vs systemic action) are preserved from the EasyRetro template record. UWT structured the run sheet into a 60-minute session with explicit timings, dedicated action-logging space, debrief integration, and precise hybrid parity rules.

[EasyRetro](https://easyretro.io/templates/learning-teams-4ds/)

Current run sheet: https://unitedwetransform.com/exercises/learning-teams-4ds/