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SHAREHOLDERS' EQUITY AND SHARE-BASED COMPENSATION - Narrative (Details)
$ / shares in Units, $ in Millions
1 Months Ended 12 Months Ended
May 15, 2018
$ / shares
shares
Apr. 30, 2018
Dec. 31, 2021
USD ($)
vote
component
$ / shares
shares
Dec. 31, 2020
USD ($)
shares
Common Stock [Abstract]        
Common stock, shares authorized (in shares)     100,000,000 100,000,000
Common stock, shares issued (in shares)     25,413,000 25,413,000
Common stock, shares outstanding (in shares)     15,911,000 15,664,000
Voting rights per share | vote     1,000  
Equity Incentive Plan [Abstract]        
Maximum number of Altisource share-based awards that can be granted under the Plan (in shares)     6,700,000  
Share-based awards available for future grants under the Plan (in shares)     1,200,000  
Share Repurchase Program [Abstract]        
Authorized amount (approximately) | $     $ 80.0  
Capacity available to repurchase common stock under senior secured term loan | $     437.0  
Share-Based Compensation [Abstract]        
Share-based compensation expense | $     2.8 $ 7.8
Estimated unrecognized compensation costs | $     $ 2.4  
Weighted average remaining requisite service period for stock options over which unrecognized compensation costs would be recognized     1 year 3 months 14 days  
Options outstanding (in shares)     687,339 899,914
Term B Loans        
Share Repurchase Program [Abstract]        
Covenant threshold, leverage ratio   3.50 3.50  
Stock Repurchase Program, Current        
Share Repurchase Program [Abstract]        
Number of shares of common stock authorized to be purchased (in shares) 4,300,000      
Percentage of outstanding shares authorized to be repurchased 25.00%      
Minimum purchase price authorized (in dollars per share) | $ / shares $ 1.00      
Maximum purchase price authorized (in dollars per share) | $ / shares $ 500.00      
Stock repurchase program, period in force 5 years      
Remaining number of shares available for repurchase under the plan (in shares)     2,400,000  
Stock Repurchase Programs        
Share Repurchase Program [Abstract]        
Number of shares of common stock purchased (in shares)     0  
Stock Options        
Share-Based Compensation [Abstract]        
Stock options granted, approximate (in shares)     0 0
Stock Options, Service-Based        
Share-Based Compensation [Abstract]        
Options outstanding (in shares)     181,000  
Stock Options, Service-Based | Minimum        
Share-Based Compensation [Abstract]        
Vesting period     3 years  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Vesting period     3 years  
Stock Options, Service-Based | Maximum        
Share-Based Compensation [Abstract]        
Vesting period     4 years  
Expiration term     10 years  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Vesting period     4 years  
Stock Options, Market-Based        
Share-Based Compensation [Abstract]        
Options outstanding (in shares)     140,000  
Number of components of an award | component     2  
Allowable performance period before expiration date     3 years  
Stock Options, Market-Based | Minimum        
Share-Based Compensation [Abstract]        
Vesting period     3 years  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Vesting period     3 years  
Stock Options, Market-Based | Maximum        
Share-Based Compensation [Abstract]        
Vesting period     4 years  
Expiration term     10 years  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Vesting period     4 years  
Ordinary performance        
Share-Based Compensation [Abstract]        
Percentage of awards     67.00%  
Vesting threshold     2  
Ordinary performance | Minimum        
Share-Based Compensation [Abstract]        
Percentage of compounded annual gain of stock price over exercise price required for the award to vest     20.00%  
Extraordinary performance        
Share-Based Compensation [Abstract]        
Percentage of awards     33.00%  
Extraordinary performance | Minimum        
Share-Based Compensation [Abstract]        
Percentage of compounded annual gain of stock price over exercise price required for the award to vest     25.00%  
Stock Options, Performance-Based        
Share-Based Compensation [Abstract]        
Options outstanding (in shares)     366,000  
Stock Options, Performance-Based | Share-based Payment Arrangement, Tranche One        
Share-Based Compensation [Abstract]        
Award vesting rights, percentage     25.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Award vesting rights, percentage     25.00%  
Stock Options, Performance-Based | Share-based Payment Arrangement, Tranche Two        
Share-Based Compensation [Abstract]        
Award vesting rights, percentage     25.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Award vesting rights, percentage     25.00%  
Stock Options, Performance-Based | Share-based Payment Arrangement, Tranche Three        
Share-Based Compensation [Abstract]        
Award vesting rights, percentage     25.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Award vesting rights, percentage     25.00%  
Stock Options, Performance-Based | Share-based Payment Arrangement, Tranche Four        
Share-Based Compensation [Abstract]        
Award vesting rights, percentage     25.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Award vesting rights, percentage     25.00%  
Stock Options, Performance-Based | Minimum        
Share-Based Compensation [Abstract]        
Allowable performance period before expiration date     10 years  
Attainment above threshold performance levels, vesting percentage     50.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Attainment above threshold performance levels, vesting percentage     50.00%  
Stock Options, Performance-Based | Maximum        
Share-Based Compensation [Abstract]        
Attainment above threshold performance levels, vesting percentage     200.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Attainment above threshold performance levels, vesting percentage     200.00%  
Restricted Shares and Restricted Stock Units (RSUs), Service-Based        
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Other than options, outstanding (in shares)     249,000  
Restricted Shares and Restricted Stock Units (RSUs), Service-Based | Minimum        
Share-Based Compensation [Abstract]        
Vesting period     2 years  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Vesting period     2 years  
Restricted Shares and Restricted Stock Units (RSUs), Service-Based | Maximum        
Share-Based Compensation [Abstract]        
Vesting period     4 years  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Vesting period     4 years  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based        
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Other than options, outstanding (in shares)     187,000  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based | Share-based Payment Arrangement, Tranche One        
Share-Based Compensation [Abstract]        
Award vesting rights, percentage     33.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Award vesting rights, percentage     33.00%  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based | Share-based Payment Arrangement, Tranche Two        
Share-Based Compensation [Abstract]        
Award vesting rights, percentage     33.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Award vesting rights, percentage     33.00%  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based | Share-based Payment Arrangement, Tranche Three        
Share-Based Compensation [Abstract]        
Award vesting rights, percentage     33.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Award vesting rights, percentage     33.00%  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based | Maximum        
Share-Based Compensation [Abstract]        
Attainment above threshold performance levels, vesting percentage     150.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Attainment above threshold performance levels, vesting percentage     150.00%  
Restricted Shares and Restricted Stock Units (RSUs), Market-Based        
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Other than options, outstanding (in shares)     112,000  
Restricted Shares and Restricted Stock Units (RSUs), Market-Based | Minimum        
Share-Based Compensation [Abstract]        
Vesting period     30 days  
Award vesting rights, percentage     50.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Vesting period     30 days  
Award vesting rights, percentage     50.00%  
Restricted Shares and Restricted Stock Units (RSUs), Market-Based | Maximum        
Share-Based Compensation [Abstract]        
Vesting period     1 year  
Award vesting rights, percentage     50.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Vesting period     1 year  
Award vesting rights, percentage     50.00%  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based and Market-Based        
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Other than options, outstanding (in shares)     77,000  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based and Market-Based | Maximum        
Share-Based Compensation [Abstract]        
Attainment above threshold performance levels, vesting percentage     300.00%  
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Attainment above threshold performance levels, vesting percentage     300.00%  
Restricted Share Units        
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Other than options, granted (in shares)     368,000  
Other than options, granted (in dollars per share) | $ / shares     $ 9.57  
Restricted Stock Units (RSUs), Performance-Based        
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Other than options, granted (in shares)     29,000  
Restricted Stock Units (RSUs), Market-Based        
Schedule of Share-based compensation, Restricted Stock and Restricted Stock units activity        
Other than options, granted (in shares)     89,000