Automated reasoning is the use of formal logic, rules, or symbolic methods to derive conclusions, prove statements, or check consistency with limited human intervention.
It supports verification, planning, constraint solving, knowledge representation, and explainable decision systems. It is distinct from statistical pattern learning, although hybrid systems may use both.