Football AI Beta - Research Preview - Statistical analyses are continuously improving.

Editorial

Editorial Policy

How Football AI prepares match pages, AI-assisted reports and statistical previews.

Source-based writing

Match pages are built from local fixture data, model outputs, team summaries, imported provider context and validation status. When data is missing, the page should say so rather than inventing context.

AI-assisted content

AI-assisted match text is used to explain verified inputs. It must not create unsupported injury news, team news, lineups, bookmaker odds, staking advice or guaranteed predictions.

Review and publication

Numerical prediction checks and AI report checks are separate. Public text should pass validation and use cautious language before being treated as published match analysis.

Corrections

If a match page contains an error, the preferred correction path is to identify the fixture, data field and source issue, then update the underlying data or rendering logic.