Quant AI Intelligence Lab — Elite Football

Decide the game before it's played.

17z turns every signal your club generates — on the pitch, in the medical room, across recruitment, and inside the business — into decisions you can defend. A lab that models uncertainty, quantifies the edge, and tells you where the game is won.

> zone 14 located.
Aerial football pitch, players in formation, dissolving into data
02 / Positional intelligence

We see the pitch as positions, not highlights.

Every player, every second — tracked, valued and modeled. Formation, pressing shape and the space between the lines, computed frame by frame.

03 / The surface

Eighteen zones. We only speak of one.

The value surface — expected threat across the whole pitch. Move across it to probe. Only Zone 17, the terminal zone, is disclosed; the rest are withheld.

— move across the surface to probe
GOAL → 17 LOCK · Z17
Z17
FIG. Z17 — TERMINAL ZONEVALUE SURFACE · xT
03 / Offerings

What a lab does that a tool can't.

Four practices. One model of your club. Every question answered against the same source of truth.

01 / Performance & Availability

Who plays, and how you win.

We model how your team creates and concedes value — beyond xG, into decision quality, spacing, and the moments that swing matches — and we model injury risk, load and readiness as probabilities beside it. The fittest, best eleven becomes a decision, not a gamble.

02 / Recruitment & Squad Value

The transfer market, priced honestly.

Every player as an asset with a projected contribution in your system, an ageing curve, an injury profile, and a resale trajectory. We turn a shortlist from a wishlist into a portfolio you can defend to the board — buy low, develop, sell high, on purpose.

03 / Opposition & Matchday

The tactical edge, computed.

Simulate the opponent before you meet them, then adapt in-game as the match reveals itself. Our models surface where this specific rival breaks — and where you're about to — while there's still time to change it.

04 / The Business of the Club

Run as one system, not two.

Revenue, commercial, matchday and fan intelligence in one model, connected to sporting outcomes — pricing, sponsorship value, fan lifetime value, wage-to-revenue discipline. Because the best sporting decision and the best business decision are increasingly the same decision.

How the model thinks
01 / Ingest

Every signal, one truth.

Event, tracking, medical, market and financial data — normalized into a single model of your club.

02 / Model

Uncertainty, quantified.

We fit the probabilities, not the anecdotes — every action and every risk carries its confidence interval.

03 / Simulate

Play the match first.

Run the fixture, the signing, the season thousands of times before any of it happens.

04 / Decide

The edge, located.

Everything collapses to one thing: the decision, and the working behind it — in zone 14.

04 / The thesis

Football is a decision problem under uncertainty. We built the lab that solves it.

ingesting signalsmodeling uncertaintyquantifying the edgezone 14 located
05 / Selected work

The edge, made specific.

Named outcomes, anonymized clients.

Recruitment · Top-5 league club

Rebuilt a front line on a mid-table budget.

Modeled 2,400 targets against system fit and priced downside risk — three signings, two below market, one sold a year later for 4× the fee.

Availability & Pathway · National federation

Cut soft-tissue injuries through a tournament.

Readiness modeling reshaped the training week around individual risk curves — a fuller squad at the business end, and a data standard adopted across the pyramid.

Business & Portfolio · Multi-club ownership group

Moved capital to where the edge was highest.

Unified sporting and financial data across clubs into one model — wage-to-revenue and squad-value risk visible in a single view, for the first time.

06 / Who it's for

Built for the people who decide.

Clubs

Win with what you have.

One model across the sporting and business sides — recruitment, matchday, medical and money, arguing from the same source of truth. Defensible decisions, board-ready.

Leagues & Federations

Raise the whole pyramid.

Standards, benchmarking and player-pathway intelligence that travel across every club and every age group — and hold up under scrutiny.

Agencies & Investors

Price the asset correctly.

Squad value, contribution and risk modeled like the portfolios they are — for the people buying clubs, backing players, and moving capital.

07 / The lab

Built by people who model uncertainty for a living — and can't stop watching football.

17z sits where two obsessions meet: the frontier of applied AI, and the elite game. Our team is drawn from quantitative research, machine learning, and the touchline itself — people who've priced risk in the world's hardest markets and people who've sat in the analysis room on a Champions League night. We work the way a research lab works: methods you can interrogate, models you can trust, evidence that survives a sporting director's scrutiny and a data scientist's. Every output shows its working. Zone 14 is the patch of grass just outside the box where matches are decided — we named the company after it because that's the whole job: finding the place where the game turns, and getting there first.

Derived from research and practice across football's elite competitions, frontier ML, and quantitative finance.
Partners   NVIDIA · Microsoft · Databricks
09 / Start

Stop guessing. Start modeling.

Bring us your hardest question — a signing, a fixture, a fitness call, a commercial bet. We'll show you the model, the uncertainty, and the decision. Then you decide, with the working in your hand.

Request a briefing
Your data never leaves your club. No integration required to start the conversation.