What is Specula?

Specula — AI Sports Lab. Specula (Spec for short) is where a question about sport gets worked through: researched from live sources, sketched and tested on a canvas, checked against footage and figures, compared, and kept. It is for recruitment staff, analysts, agents, coaches and anyone who wants to understand the game properly.

Football comes first. The lab is built so other sports can follow, and Xavi's boards already work for basketball and tennis.

Inside the labCopy Anchor Link

• Research and reports. Ask about a player, a team or a transfer. Specula researches live sources — Transfermarkt, FBref, Sofascore, official club, league and federation websites, reputable football media — and answers with its sources, or writes a structured report you can read, edit, export and share: scouting reports, comparisons and team reports.
• Xavi — sports notebook. An open canvas you and Xavi work on together, for any visual or analytical idea: tactics and match situations, player movement, notes and diagrams, teaching and explanations, brainstorming and analysis — or a simulated match where every goal is shown as the move that made it.
• Vision — image and video analysis. Upload a frame or a clip. Vision tracks players and the ball, picks out key moments and answers what happened — saying what it observed, what it estimated and what it is interpreting.
• Valuations. Every player report carries an estimate from the Specula Valuation Model: a fair value and a deal-price range, with the evidence and factors behind them.
• Learning. Study guides, quizzes, courses and case studies built around what you want to learn.

How work moves through itCopy Anchor Link

An answer is rarely the end of a question. In Specula it can go further:

1. Research it from sources you can check.
2. Work it through on Xavi's canvas — sketch it, explain it, test it, or play out a match.
3. Measure it — in report analytics, in a valuation, or in footage with Vision.
4. Compare two players side by side, or a player against the peers in his league.
5. Keep the work: with an account, your research, reports, players and Xavi boards stay in one place.

How Specula stays honestCopy Anchor Link

• Every figure is sourced. Statistics, market values, honours and transfers link back to the page they came from, with the date it was checked.
• Facts and opinions are kept apart. Verified data is labelled as evidence; scouting judgement is labelled as interpretation.
• Rumours are never presented as facts. Reported interest is listed separately and marked as unconfirmed.
• Estimates are labelled as estimates. A valuation is a model estimate, not an offer. A simulation shows one way a match could unfold, not a prediction. Vision says when something was estimated rather than seen.
• Nothing is made up to fill a gap. If something cannot be verified or measured, Specula says so instead of guessing.

What it's designed forCopy Anchor Link

• A first-pass report on a player or a team before watching footage
• Comparing players for a role or system
• Checking form, contract situation and a transfer valuation
• Finding and profiling emerging prospects
• Sketching, explaining or testing an idea on a canvas — tactics, movement, notes, diagrams — or playing out a match
• Breaking down a clip or a still from a match
• Learning a concept, or preparing for an exam

Specula gives you a well-sourced starting point and the tools to test it. Important decisions should always include your own analysis and live scouting.

Find your wayCopy Anchor Link