With Linköping, AI plus human ingenuity is helping shape
young futures

How do you get high school kids excited about vocational learning when the general consensus is that it’s ‘boring’ and limits their career choices? With GenAI, we helped Linköping municipality change the narrative. To paint a new picture, highlighting the real-world skills and huge variety of opportunities on offer. The result?
A renewed buzz around vocational paths.

The challenge


Linköping, Sweden’s fifth-largest – and growing – municipality, places high value on meaningful opportunities for its youth. It turned to us for a solution to address negative misconceptions around vocational learning. With a tight budget, there simply wasn’t room for the usual (and invariably pricey) visual strategies, like photo shoots and stock images. But, if GenAI is the obvious answer, how do you avoid the pitfalls that can go with it? Imagery that isn’t relatable, or doesn’t connect, just won’t cut it – especially with teens.

“Our ambition? Combining human creativity and AI to bust vocational training myths within budget”

Simon Göthson

Lead Conceptual Creative | Empathy Lab

Interested in exploring AI’s potential for empathy?

It all starts with a conversation.