Quant AI Intelligence Lab — Elite Football

Win it before kickoff.

17z sits on the data your club already owns — tracking, medical, scouting, recruitment — and turns it into one decision you can defend, with the reasoning behind every call.

Aerial football pitch, players in formation, dissolving into data
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.

We don’t pick your team, predict the scoreline, or replace anyone in the building. We hand your staff sharper inputs — the call stays yours.

The belief

The game is too fast to coach live. So you win it before it starts.

A week has 168 hours. The match is 90 minutes of them. The other 167 — training, recovery, opposition, recruitment — are where the game is actually decided, and the only place a model can help.

Read the belief →
What we readThe signals your club already generates

You already have the data. You’re missing the decision.

Eight ways a season is read — each handed back as a call you can defend, with the reasoning underneath. This is what a lab does that a tool can’t.
01Load & availabilityLive telemetry

Spot the strain before it tears.

Who’s fit to start, who’s carrying load, and who breaks down if you play him Thursday and Sunday.
02RecruitmentScout · price

Every target, priced like an asset.

SCANNING
Profile fit, the fee against the value, and the risk range on the bet — before another £40m walks out the door.
03OppositionMatchday

Know how they’ll hurt you.

The press, the overload, the set-piece you’ve never seen — simulated before kickoff.
04The businessValue & risk

Win the boardroom too.

PSR headroom, wage discipline, sell-to-buy — football in the language the CFO already speaks.
The decisive spaceValue surface · xT
Every pitch has a few spaces that decide the game. Move across the surface to probe them.
GOAL →17LOCK · Z17
Z17
Fig. Z17 — terminal zoneValue surface · xT
— move across the surface to probe
05MomentumLive

Know when the game is turning.

T 00′ · xT +0.00
Feel the swing of a match in real time — drag to scrub the 90.
06TimingWhen to go

The window to press, to switch, to go.

CLOSED
17z shows you when the moment opens — and when to wait.
07PatternShape

Read a match as it unfolds.

The pattern of a game in motion — where it’s been, and where it’s heading.
17z — Shape & space

Your team moves as one.
Now you can see it.

SHAPE · SPACE · FLOW · PLAYERS 22
17z — Coaching styles

Study how the great coaches think.
Then make it yours.

PRESSING · POSSESSION · TRANSITION · STYLES 44
08IntakeFootage → insight

Feed it video. Get back understanding.

Raw footage in. Clarity out — in minutes.
The drill libraryVideo · on demand

Know exactly what to run tomorrow.

Thousands of drills, with video, matched to what you need to fix.
Your reportDelivered

Every insight, in one clean report.

— a live sample of the intelligence feed
How it worksWatch · Understand · Apply
WATCH
Connect your feed. 17z watches every second — no integration to start.
UNDERSTAND
It surfaces the patterns, spaces and moments that matter.
APPLY
Turn it into a call you can defend to the board.
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.

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.

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.

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 reasoning.

Derived from research and practice across football’s elite competitions, frontier ML, and quantitative finance.
Partners   NVIDIA · Microsoft · Databricks
How you use it

Ask it anything. Get the decision — and the reasoning.

Not ten tabs and a deck your analyst builds on Friday. A question in plain language, an answer you can act on before Saturday — every call with its range and its working, never a naked point estimate.

Should we press higher on Saturday?

Yes — but only for the first 25 minutes. They build slow from the back and cough it up under pressure early. After the half-hour their full-backs push on, and the space you’d leave behind is exactly where they hurt teams. Press hard, then drop into a mid-block.

reading — opposition build-up model · your pressing data · fatigue curve
Decision — matchday61% edge · range 54–68%

Start #7 over #22 on the right.

The opposition presses the right half-space. #7’s out-of-possession work rate holds it; #22 is at amber soft-tissue load after two 90s in six days.

trackingopposition modelmedical / load
Decision — recruitmentPass · fair value £14–17m

Sign the free agent, not the £24m target.

Near-identical output against a low block — 40% of your fixtures — four years younger, and £24m stays on the books. The name is priced on reputation, not production.

profile fitmarket compsaging curvePSR headroom
The invitation

A few clubs. Never your rivals.

Built for elite clubs, leagues and federations, it sits on the data you already own — and your edge never leaves your building. No demo form, no trial, no pricing page. If you’re building something and you want the edge quietly, we should talk.

Arrange a private briefing