Automated betting system: rules-based vs AI-driven approaches

An automated betting system is any structured process that generates and executes bets according to predefined rules, removing ad-hoc human judgment from the selection process. The spectrum runs from simple rules-based systems (bet home teams with xG differential above 0.5 at odds 1.70–2.00) to fully AI-driven pipelines where machine learning models set the rules dynamically. Both approaches share a core property: consistency. The system applies the same logic to every fixture, removing emotional variance.

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