Notes from inside the platform.
Operator essays. Methodology deep-dives.
Long-form, opinionated, mostly written by the team — sometimes by pilot members. We publish on Tuesdays. No newsletter shouting; subscribe only if you want to.
The transfer window is broken — and the tools made it worse
Why a market with €7B annual flow still runs on Excel, WhatsApp, and gut feel. And what changes when the data layer catches up.
Scout Atlas Founders
Read articleHow we measure “stylistic fit” without overfitting nostalgia
Match clusters players by behaviour, not biography. The math behind why “a left-back like Marcelo” is a useful comparison and how we keep it honest.
Match Engine team
Read articleAgents as network, not noise
Why filtering agents out is the lazy answer — and what changes when you verify the integrity ones and price out the unverified middle.
Scout Atlas Founders
Read articleWhy Shield is intentionally conservative
In injury prediction, false negatives are catastrophic and false positives are cheap. We tuned the model accordingly — and the rationale is in the math.
Shield team
Read articleWhat it costs to scout 90 minutes in three
A walkthrough of the Vision pipeline’s GPU economics and why the right cost target is "less than a coffee per match", not "free".
Vision team
Read articleWant a piece on a topic? Tell us.
Our editorial calendar is shaped by founding-member questions. If you want a deep-dive on a specific angle, drop us a line.