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EARNINGS PER SHARE - Summary of Basic and Diluted Loss per Share (Details) - USD ($)
$ / shares in Units, shares in Thousands, $ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Earnings Per Share [Abstract]    
Net income (loss) attributable to Altisource $ 11,812 $ (67,156)
Weighted average common shares outstanding, basic (in shares) 15,839 15,598
Dilutive effect of stock options, restricted shares and restricted share units (in shares) 224 0
Weighted average common shares outstanding, diluted (in shares) 16,063 15,598
Earnings (loss) per share:    
Basic (in USD per share) $ 0.75 $ (4.31)
Diluted (in USD per share) $ 0.74 $ (4.31)