The Denmark international returns home on a three-year contract.
Wass passed a medical in the morning in Copenhagen and has since penned his Brondby contract.
The Danes have coughed up €1.5m to sign Wass.
Wass' departure follows the announcement of Santiago Arias also leaving Atletico this week.
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