Get your team genuinely good at AI.
We embed with your team and turn the AI tools you already bought into real, repeatable output.
You bought the AI. The way your team works didn't change.
The tools were supposed to be a step change. Instead they sit in the stack, used by a few and ignored by most. The team is busier than ever and no more capable than it was a year ago.
The gap was never the software. It's the skills and the rhythm around it.
How teams get stuck with AI adoption
How AI-native is your team, really?
Every team needs AI now. Few have a clear starting point — or a path to scale past it. The AI Transformation Model* plots the whole path: from manual, fragmented work to AI-powered operations, one level at a time.
One axis is how much AI does the work; the other is how much value reaches the business. They only climb together once AI moves inside the workflow. Most growth-stage teams stall between Level 1 and Level 2 — tools in hand, workflow unchanged. What finally moves the numbers is the climb to Level 3.
People open a chatbot to brainstorm, draft, and pressure-test their own decisions.
* The AI Transformation Model is adapted from Notion’s original framework. View the original on Notion →
P.S. Every framework has flaws, and no two journeys are identical — but we’ve found this the clearest way to see where you are and plot the course ahead.
Two ways to get started.
We work alongside your team, install a rhythm that sticks, and leave you with your own champions. Start small with a focused week, or go all in for the year.
Take one painful, repetitive task off your team in a single week, proven on your own process, not a demo.
A full year embedded with one team on a repeating cadence, building the rhythm and habits that make AI stick for good.
Not sure what AI could actually do for your organisation? Book a leadership offsite. We'll spend a day with your leadership team mapping where AI creates real value, before you commit to anything.
A few things we've built.
Real automations for other clients. We start by helping you pick the one process worth automating first, then build it.
New inventory live in minutes, from photo to Shopify without manual entry
A photo of the intake form and product is all it takes. AI writes the listing, publishes it, and schedules social content automatically.
Your business knowledge is the engine. We make it run.
Arthur von Kriegenbergh has a BSc in IT and started as a developer. He's coached 100+ teams since 2008 to turn business problems into working software — and now prototypes AI tools that make it into production, fast.
Yvo Wander co-founded and scaled Dapper from 0 to 40 FTE. As a former COO, he brings the operational rigor that makes sure what we build actually sticks in your organisation.
Not sure where AI can move the needle?
Spend a working offsite mapping strategic AI opportunities with your leadership team — not another strategy deck.
Leave with the highest-value AI opportunities across your business, prioritised and owned.