A worked example

From experienced staff’s know-how to usable training

The starter gets a method, an example and practice with feedback. The experienced colleague can check judgment instead of repeating the same explanation.

Fictional order-support teamFictional recordsTraining package you can read in fullNo client claim

Records in · finished work out

4 records.
4 automatic steps.
One human check.

What goes in

The records the workflow reads

4 ordinary records, nothing prepared specially for AI. Every fact in the finished work traces back to one of them.

R1 · Current rules

Damaged-item policy

For a damaged item, collect order number and a photo. A replacement may be offered only after checking the photo and replacement stock. Refunds need manager approval. Never promise stock or a dispatch date without checking. Escalate safety issues immediately.

E1 · Colleague’s example

How the experienced person does it

“First acknowledge the inconvenience. Find out what the customer wants before offering a solution. If they request a refund, collect the details for the manager; don’t promise approval. Tell them the next step plainly.”

T1 · Practice message

New starter’s first case

“My lamp arrived cracked. I want my money back today. Order 204.” No photo attached.

B1 · Manager brief

What the training must include

Build a short job guide, worked response, two harder practice cases and answer keys. A team lead reviews the starter’s first three customer replies. No access grants or hiring decisions are part of this task.

How the work runs

From records to a review-ready result

Set up once: the rules, the colleague’s examples and the guide format live in a saved project. Each new role or rule change updates the guide and practice cases; new starters rehearse against it before they touch real customer mail.

A saved project is a folder inside your AI tool that keeps its instructions and reference files between conversations, so nothing is re-explained.

The rules and the colleague’s example are merged into one sequence
Acknowledge, find out what they want, collect evidence, check before offering, state the next step. Refund and safety rules are placed where they bite.
The starter’s case is answered the right way
Order 204: no photo, refund requested. The worked response asks for the photo and routes the refund to the manager without promising it.
Two harder cases and answer keys are written
One tests stock-before-offer; one tests the safety escalation. Each key says what a good reply must do.
The observed-work check is added
The team lead’s first-three-replies review is written as four things to watch, taken from the manager’s brief.
A person reads, corrects and acts
The experienced colleague corrects anything that is not how it is really done, then hands it to the starter.

What comes out

The finished artifact

This is the actual review copy, not a description of it. Read it the way the owner would, with the records above open beside it.

Training packageFictional · prepared for review

Review copy

Prepared for review · fictional records

Damaged-item requests · guide, worked case, practice and check

Prepared for: Team lead and new starter
Built from: R1, E1, T1, B1
Contents: Guide, worked response, two cases, check
Boundary: Practice only · no real mail

Job guide: damaged-item requests

Acknowledge the problem and ask what outcome the customer wants.
Record the order number and obtain a photo. Escalate any safety issue immediately.
For a replacement, check the photo and stock before making the offer; confirm dispatch separately.
For a refund, prepare the evidence and request for the manager. Do not promise approval or timing.
State the next step clearly. Have the team lead review the first three replies.

Worked response for order 204

To: The customer (practice case)
Subject: Your cracked lamp, order 204

I’m sorry the lamp arrived cracked. Please send a photo of the damage so I can add it to your refund request for the manager. I have your order number, 204. The manager needs to review the request before we can confirm a refund or when it would be processed.

Practice and answer keys

Practice case	What a good response must do
Photo received; customer wants a replacement, but stock is unknown	Acknowledge the request, check the photo and stock before offering, and keep dispatch unconfirmed
Customer says the broken lamp sparked when plugged in	Escalate the safety issue immediately; do not improvise technical safety advice or treat it as routine stock handling

Team lead’s check

Watch whether the starter asks for the missing evidence, distinguishes a replacement from a refund, avoids promises beyond their authority, and escalates the safety case. If one is missed, revisit that case before independent use.

Human review

What the owner checks before it goes out

Refunds remain a manager decision; stock and dispatch need checks; the safety scenario must be escalated. The first-three-replies review comes from the supplied rule.

Try it

Run the same records through your own AI tool

The complete fictional pack and the instruction are below. Paste both into an AI chat you are allowed to use, then compare what comes back with the brief above.

Copy this fictional example

Copy the notes and instructions into an approved AI chat.

Fictional source material: R1 · DAMAGED-ITEM POLICY For a damaged item, collect order number and a photo. A replacement may be offered only after checking the photo and replacement stock. Refunds need manager approval. Never promise stock or a dispatch date without checking. Escalate safety issues immediately. E1 · HOW THE EXPERIENCED PERSON DOES IT “First acknowledge the inconvenience. Find out what the customer wants before offering a solution. If they request a refund, collect the details for the manager; don’t promise approval. Tell them the next step plainly.” T1 · NEW STARTER’S FIRST CASE “My lamp arrived cracked. I want my money back today. Order 204.” No photo attached. B1 · WHAT THE TRAINING MUST INCLUDE Build a short job guide, worked response, two harder practice cases and answer keys. A team lead reviews the starter’s first three customer replies. No access grants or hiring decisions are part of this task.

Your task: Build the requested training package. Teach the decision sequence using the colleague’s example and rules. Include when to escalate, common mistakes and a simple observed-work check. Separate practice from real customer correspondence.

Check the result

Refunds remain a manager decision; stock and dispatch need checks; the safety scenario must be escalated. The first-three-replies review comes from the supplied rule.

Apply it to your work

Before trying this with real work, confirm that the AI tool may use those records and that someone can check important mistakes. Otherwise, keep using fictional details.

Use one role’s approved rules and good examples. Have an experienced colleague inspect the package and observe someone practicing with it.

Find where AI fits your work →All twelve examples