Sports · Platform · AI

A single operating picture for elite football clubs.

A unified AI layer that correlates tactical events with physical load and medical data in real time — built on feeds from Hudl, StatsBomb and Catapult.

Product
Sports Intelligence Platform
Vertical
Elite football
Engagement
Build + operate
Status
Pilot in production · partners under NDA

Technical, Tactical and Medical each owned their own data. None of it talked.

GPS feeds sat in the sports-science spreadsheet. Event data was locked inside a tactical tool. Medical ran on its own PDF registry. When a coach asked "is this player overloaded for the pressing scheme we're running Saturday?" — nobody could answer inside one session.

Preventable injuries were costing the club seven figures a season. Recruitment decisions were made on video clips and gut.

A data-fusion layer and a correlation engine, built for the sideline.

Five components, one platform. Everything normalised to player-minute granularity, accessible through a single UI that coaches, physios and recruiters all share.

01

Data Fusion Layer

Normalises GPS, video, event and medical feeds into a unified schema keyed on player-minute.

02

Performance & Load Engine

Fatigue and readiness modelling; personalised load ceilings; return-to-play curves.

03

Tactical Engine

Pressing-pattern detection, formation recognition and opposition scouting at scale.

04

Archetype Matching

Similarity scoring across 120k+ professional players for targeted recruitment.

05

Squad Planning

Depth charts, contract horizons and succession logic per position.

06

Bio-Intelligence

Integration with genetic and biomarker analysis for long-horizon development.

PythonPostgreSQLComputer Vision Hudl APIStatsBomb APICatapult API Next.jsKubernetes

From three siloed tools to one source of truth.

Before
3
Disconnected systems per department
After
1
Platform, shared by coaching, medical & recruitment
Scope
5
Engines fused — load, tactical, recruitment, planning, bio
Outcome
We'd spent two seasons trying to connect our GPS data to tactical video. Nuvint had the pieces talking to each other inside six weeks, and now every pre-match decision starts in their platform.
Head of Performance · Sports Intelligence pilot (partner under NDA)
Related work

More projects

Start a conversation

Got fragmented data across departments? Let's talk.

Start a project →