Used when someone creates a new idea, plan, or solution through thinking. The compound 考え出す combines 考える (think) with 出す (bring out), emphasizing the act of producing a thought. Also lists 'to begin to think', but that usage is rare and mostly covered by the core meaning of starting to think of something new.