Deductive reasoning is a logical process where conclusions are drawn from general premises or principles, leading to a specific and certain outcome. It operates on the premise that if the initial statements are true, then the conclusion must also be true. This form of reasoning is essential for formal logic as it helps in understanding how valid arguments are constructed and where propositional logic might face limitations or need extensions.