The S Curve
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CelcomDigi is asking Huawei to co-design how its people learn·Singapore is measuring its AI training by what officers change, not courses finished·Canva is reshaping a fifth of its roles to get back to small, empowered teams·Go1 is putting OpenAI Academy courses inside the corporate learning catalogue·Why Your AI Program Isn't Delivering Business Outcomes·Kier is judging its Oxford programme by what leaders take back·HSBC is building an AI institute in Hong Kong to bring 200,000 staff along·Services Australia is growing its staff AI trial to 2,000 people, one thumbs up at a time·Singapore's Accountant-General's Department is teaching 4,000 finance officers AI judgement·Kier is sending 50 leaders to Oxford to learn how to lead with AI·Goldman Sachs is taking AI coding tools back from its bankers·Leading people through AI change: a guide for people leaders·CelcomDigi is asking Huawei to co-design how its people learn·Singapore is measuring its AI training by what officers change, not courses finished·Canva is reshaping a fifth of its roles to get back to small, empowered teams·Go1 is putting OpenAI Academy courses inside the corporate learning catalogue·Why Your AI Program Isn't Delivering Business Outcomes·Kier is judging its Oxford programme by what leaders take back·HSBC is building an AI institute in Hong Kong to bring 200,000 staff along·Services Australia is growing its staff AI trial to 2,000 people, one thumbs up at a time·Singapore's Accountant-General's Department is teaching 4,000 finance officers AI judgement·Kier is sending 50 leaders to Oxford to learn how to lead with AI·Goldman Sachs is taking AI coding tools back from its bankers·Leading people through AI change: a guide for people leaders·
// Skills

Customer experience work operators will actually use

CX transformation dies on SharePoint. The version that works is one page on a wall with an owner.

Customer experience transformation dies on SharePoint. Someone pays for a journey map. The map is beautiful. Operators never open it. The customer still waits. Then we commission another map.

I would rather have one page on a wall with an owner for 21 days. The unglamorous seams. The call that bounces. The file that gets re-keyed. CX training that does not touch those seams is a photography exercise.

CX transformation is operations with empathy, not a workshop photo. If that sounds unromantic, good. Romance is how you get a 40-page PDF and no owner.

Maps operators will use

Frontline leads keep what fits on one page. Everything else expires when the consultant leaves. CX maps that operators will actually use is the argument. Steal the format. Put a name on it. Inspect it in week two.

Design thinking sits upstream. It frames the problem. CX is the walk. Design thinking without CX is a mural. CX without framing is a complaint tracker. You want both. You do not want a third workshop that repeats the first two.

Professional services are a useful stress test. Clients feel seams: onboarding, billing, the silent week. Allens ran service design on those. Legal services need product managers more than another brand campaign. If a law firm can own a seam for 21 days, your bank can too.

Training versus theatre

Customer experience training should use a live journey. Bring the people who answer the phone. Bring the policy owner. Leave with a change you can ship in three weeks, not a north star. North stars are how maps become posters.

Collective Campus runs CX workshops for teams who have to take the work back to a real queue. One link. Digital transformation programmes that skip CX will buy a channel and wonder why the NPS did not move. The NPS did not move because the seam did not.

Geos stay boring on purpose. AU, NZ, HK, SG, the US, the UK and Canada. A council, a utility, a law firm, a bank. The industry changes. The bounce does not.

Agile and CX meet in cadence. If you improve a seam and then wait six months to ship, you did research. Agile is how the seam gets into a heartbeat. Digital transformation is the programme that should be funding the seam instead of a new CMS.

What we publish here

The operator maps piece. Legal services need product managers. The Allens case. The design thinking guide because framing and CX travel together.

If your last journey map has no owner, print the one page, write a name on it and throw the rest out.

Service design is CX with the backstage lights on. The customer feels the front. The operator lives in the back. If you only map the front, you will promise a seamless experience and then dump the mess on a team with no extra people. Allens-type work is interesting because it treated the unglamorous backstage as the product. That is CX transformation I will defend.

Do not start with a "CX vision." Start with a complaint you can count. Volume, wait, rework, drop-off. Pick one. Put an owner on it for 21 days. If that sounds too small for a transformation office, the office is too big. Visions are cheap. Counts are not.

A channel redesign is not CX. A new app that wraps the same bounce is not CX. If the call still takes four transfers, you decorated the problem. Measure transfers. Then staff the seam until the number moves. That is the work. The rest is a launch. Do not celebrate the launch.

// Stories

What we have written

Customer Experience

Legal services need product managers

Partners already run a portfolio. Naming it as product work changes the operating rhythm clients actually feel.

The S-Curve·
Brief stacks
Customer Experience

Klarna put a person back beside the chatbot

In May 2025 Klarna told CX Dive that cost had weighed too heavily on customer service and that a customer should always be able to reach a person. The assistant was still taking two-thirds of the chats.

The S-Curve·
A service desk split between a glowing chat cube and an empty chair waiting for a person, in magenta and cyan shards
Customer Experience

AI empathy maps skip the interview

Rachel Krause at Nielsen Norman Group shows why the notes have to come from sessions, tickets and visits. A tool can cluster research a team has already collected, and that is the job she gives it.

The S-Curve·
A wall of blank sticky notes facing an empty customer chair, in magenta and cyan shards
// Case studies

Work in the room

// FAQ

Questions leaders actually ask

What is customer experience transformation?
Changing the seam the customer actually feels, with an owner for 21 days. Not a journey map that nobody opens. CX transformation is operations with empathy, not a workshop photo.
How is CX training different from design thinking training?
Design thinking frames the problem. CX training is about the service the customer walks through. You need both. CX without framing is a complaint tracker. Framing without CX is a mural.
Why do journey maps fail?
They are written for the workshop, not the frontline. Operators keep what fits on one page. Everything else is a PDF that expires when the consultant leaves.
Can professional services run CX work?
Yes. Allens ran service design on unglamorous seams clients actually feel. Legal, if anything, needs product managers more than another brand campaign.