William Data Insights
Institutional Pre-Match Quant Intelligence
See the fair 1X2 before tip culture does — then unlock the desk.
Free: fusion bands. Pro: ANCHOR picks, λ/μ, scorelines — frozen T−60m.
League-first coverage
Premier League and expanding European slate from local publish artifacts. Sparse desks stay labeled as such — not PL-grade ROI narrative.
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 track presence. Scorelines, narrative, tri-track picks, and λ/μ unlock on Pro.
Five big-five desks with local season tables. Tap a card for standings and coverage notes.
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.