The home of the Scottish Premiership football champions has never before hosted a rugby union match.
This year's final is being played at the Aviva Stadium, Dublin, as was Scarlets' success in 2017, when the competition was the PRO12.
Edinburgh's Murrayfield Stadium was the venue for Connacht's victory over Leinster in 2016.