Case Study · Sport & AI

Nutmeg — football knowledge, served through the legs

An AI football intelligence experience where every question gets a full-time verdict: Nutmeg scouts the official table, 380 match reports and the season's news archive, recomputes every figure from raw results, and cites every claim to its source. Points go on the board only when a check passes.

Every claim cited to source Figures recomputed from raw results Gamified matchday scoring Playable in your browser
What we built

AI answers that earn the scoreline

Anyone can generate an answer; Nutmeg grades one. Ask about the Premier League — titles, tables, managers, records — and it runs a six-stage matchday: kick-off triage, scouting across every indexed result and report, a match engine that rebuilds tables from raw results in code, a VAR review that attacks its own reading, a second-method full-time check with a citation audit, and a final whistle that records the verdict and the grade. It's an honest pattern for AI products: show your working, cite your sources, only score what survives checking.

Verified, not vibed

Two independent methods must agree before an answer scores - the reading attacked in VAR review, false claims overturned.

Cited to source

Official table, 380 match reports and a 214-article news archive - every claim traceable to where it came from.

Gamified scoring

Six matchdays, a points board and full-time verdicts - engagement mechanics that make rigour compelling.

The engineering

Built on Microsoft .NET

Nutmeg is built with Microsoft .NET and runs as a self-contained module on this very site — the same modular engineering behind TradeYoke. It demonstrates the pattern we bring to production AI work: deterministic recomputation over trust, citation audits, and user experiences that make verification visible.

This project reflects the engagement-first thinking behind our gamification services and the engineering depth of our custom software development services — software built to be used, measured and loved.

Play with Nutmeg live

Nutmeg runs on our gamification page right now - ask it a question and watch the matchday verdict unfold.

Start a meaningful conversation with us today.

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