The present invention relates to a veterinary composition in a semisolid form adapted for transmucosal administration for providing sedation and analgesia in large animals such as horses and cattle. The semisolid transmucosal composition of the invention comprises detomidine or a pharmaceutically acceptable salt thereof as an active ingredient. The composition provides a rapid onset of action while having low irritation potential in the oral mucosa.