William Data Insights
Institutional Pre-Match Quant Intelligence
Every tip-ready fixture ships a full research Desk.
Match Pick appears only when execution prices
clear honest product gates — not every match.
Registry coverage
Tip-ready desks ship across all covered leagues & cups on the local registry — not a summer shortlist. Sparse desks stay labeled as such — never PL-grade ROI narrative. Cup desks do not inherit league ROI bands.
Publisher-verified batch
Every report is saved before kickoff. Immutable, read-only distribution with full audit trail per publication.
Preview free, unlock on demand
Free shows 1X2 bands and Daily Desk lamps (CONF / VALUE / WATCH / LEAN). Pro unlocks the full Desk report with Confidence Pick + Desk Watch on tip-ready Finals — Tip quote when Bet365 is missing. Elite adds Value Pick spotlight + Combo Desk.
Big-five cards below are entry samples with local standings. The Intelligence Hub publishes tip-ready reports across all covered leagues & cups when each match clears the T−60 gate — not a fixed “main sell” shortlist. Browse the full catalog →
Geo / SKILL · xGF only
Geo-kinetic priors and optional XGBoost residuals feed attack/defense expected goals. L2 never prices 1X2 — it only supplies xGF / xGA into the match input.
Frank Copula · COM-Poisson · IPF
Joint scorelines, asymmetric tails, and soft market-margin anchoring. L1 owns λ/μ, 1X2 probabilities, and EV — physics plus Copula, not a black-box classifier.
ANCHOR · ALPHA · ROCKET
ANCHOR is the production spine; ALPHA and ROCKET stay visible as research tracks with different volatility — confidence stars are an index, not a stake %.
Explanatory surface only — this site does not run the engine. XGBoost enhances fundamentals, never replaces Copula pricing.