This study reveals its complete structural framework, detailing its role in tRNA maturation and substrate recognition, and provides insights into mitochondrial disease mechanisms linked to mutations in its catalytic subunit ELAC2. Here, ELAC2 is linked to inborn mitochondrial metabolism disorder.