In modern usage, the Colonel-in-Chief of a regiment is its (usually royal) patron, who has a ceremonial role in the life of the regiment.
The position of Colonel-in-Chief is distinct from the other ceremonial regimental posts of Colonel of the Regiment and Honorary Colonel, which are usually retired military officers or public figures with ties to the regiment.