Preparing TactiQ’s evaluation logic, principles, and product disciplines.
TactiQ is a methodology-first platform. Every score, every AI interpretation, and every confidence label follows a documented process. This section explains that process — so you know what you are looking at and why.
Role-aware scoring, multi-season evidence, and league difficulty adjustment — all on a transparent 0–100 scale.
Three independent AI agents evaluate each score from different angles and must reach consensus before any interpretation reaches users.
A structured, self-validating summary of everything we know about a player or club — built before any score is computed.
A deterministic quality check that decides whether a score is approved, displayed as provisional, or withheld from public surfaces entirely.
The LDI is a scalar applied to raw scores that reflects the competitive strength of each league, anchored to the Premier League at 1.00.
Every score passes through the same six-stage pipeline. No stage can be skipped.
Match results, player stats, fixture data from SportMonks
Structured and normalised into TactiQ's schema
Freshness, completeness, and confidence assessed
TactiQ Score computed deterministically from the packet
Multiple AI agents evaluate independently with adversarial review
Quality check before any output reaches users
Scores are built on structured match data, not AI opinion. AI interprets what the evidence shows — it never generates or overrides the underlying number.
Every score comes with the reasoning behind it. You should be able to understand why a player or club is evaluated the way they are.
When data is thin, we say so. Confidence labels, provisional flags, and withheld scores are features — not failures. False precision is the real failure.
TactiQ has no betting affiliations and no betting revenue. Scores are framed as quality assessments — not odds, not tips, not predictions in the gambling sense.
Live match data, player statistics, and fixture data are sourced from SportMonks.
Historical match data (Premier League 1992–present) is sourced from openfootball and is available under the CC0 public domain dedication.
Career biographical data is sourced from Wikidata under the CC-BY-SA license.