Neobank Monzo Builds Governed Data Mesh Across 100 Teams and 12000 dbt Models
PushButton AI Team ·
Neobank Monzo Builds Governed Data Mesh Across 100 Teams and 12000 dbt Models
You bought the AI tool. Nobody used it. $200/month gone, and now you're more skeptical than ever.
That's not a you problem. That's a rollout problem.
Here's what Monzo — one of Europe's fastest-grow
You bought the AI tool. Nobody used it. $200/month gone, and now you're more skeptical than ever.
That's not a you problem. That's a rollout problem.
Here's what Monzo — one of Europe's fastest-growing banks — figured out that most businesses miss. They didn't buy one giant AI system. They built small, governed pockets of data capability across their teams, letting each team own what they knew best. No central chaos. No ripping apart what worked.
The lesson for you isn't about banking software. It's about sequence. AI fails when everyone touches it but nobody owns it. It wins when one specific team solves one specific problem — and proves it works before you scale anything.
You don't need a company-wide transformation. You need one department, one repetitive task, and one clear measure of success within 30 days.
Pick the process your team complains about most. That's your starting point. Not the flashiest AI tool — the one that fixes the most annoying daily friction. That first small win builds internal trust, which is the only thing that actually gets AI adopted.
What's the one task on your team that still feels like it should have been automated years ago?
