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SHAREHOLDERS' EQUITY AND SHARE-BASED COMPENSATION - Narrative (Details)
$ / shares in Units, $ in Millions
12 Months Ended
Sep. 07, 2023
USD ($)
$ / shares
shares
Feb. 14, 2023
USD ($)
$ / shares
shares
May 15, 2018
$ / shares
shares
Dec. 31, 2023
USD ($)
vote
component
$ / shares
shares
Dec. 31, 2022
USD ($)
$ / shares
shares
Equity And Share-Based Compensation          
Common stock, shares authorized (in shares)       100,000,000 100,000,000
Common stock, shares issued (in shares)       29,963,000 25,413,000
Common stock, shares outstanding (in shares)       26,496,000 16,129,000
Voting rights per share | vote       1,000  
Maximum number of Altisource share-based awards that can be granted under the Plan (in shares)       8,400,000  
Share-based awards available for future grants under the Plan (in shares)       1,800,000  
Authorized amount (approximately) | $       $ 116.0  
Share-based compensation expense | $       5.1 $ 5.1
Estimated unrecognized compensation costs | $       $ 2.1  
Weighted average remaining requisite service period for stock options over which unrecognized compensation costs would be recognized       1 year 1 month 20 days  
Options outstanding (in shares)       739,189 745,277
Granted (in shares)       0 120,000
Granted (in dollars per share) | $ / shares       $ 0 $ 11.86
Common stock | Public Stock Offering          
Equity And Share-Based Compensation          
Number of shares issued in transaction 5,590,277 4,550,000      
Sale of stock (in usd per share) | $ / shares $ 3.60 $ 5.00      
Net proceeds from sale of stock | $ $ 18.4 $ 20.5      
Stock Options, Performance-Based          
Equity And Share-Based Compensation          
Options outstanding (in shares)       461,000  
Stock Options, Performance-Based | Share-based Payment Arrangement, Tranche Two          
Equity And Share-Based Compensation          
Award vesting percentage (in percent)       25.00%  
Stock Options, Performance-Based | Share-based Payment Arrangement, Tranche Four          
Equity And Share-Based Compensation          
Award vesting percentage (in percent)       25.00%  
Stock Options, Performance-Based | Share-based Payment Arrangement, Tranche One          
Equity And Share-Based Compensation          
Award vesting percentage (in percent)       25.00%  
Stock Options, Performance-Based | Share-based Payment Arrangement, Tranche Three          
Equity And Share-Based Compensation          
Award vesting percentage (in percent)       25.00%  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based          
Equity And Share-Based Compensation          
Other than options, outstanding (in shares)       141,000  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based | Share-based Payment Arrangement, Tranche Two          
Equity And Share-Based Compensation          
Award vesting percentage (in percent)       33.00%  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based | Share-based Payment Arrangement, Tranche One          
Equity And Share-Based Compensation          
Award vesting percentage (in percent)       33.00%  
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based | Share-based Payment Arrangement, Tranche Three          
Equity And Share-Based Compensation          
Award vesting percentage (in percent)       33.00%  
Stock Options, Market-Based          
Equity And Share-Based Compensation          
Options outstanding (in shares)       96,000  
Number of components of an award | component       2  
Allowable performance period before expiration date (in years)       3 years  
Restricted Stock Units (RSUs), Performance-Based          
Equity And Share-Based Compensation          
Other than options, granted (in shares)       57,000 46,000
Restricted Share Units          
Equity And Share-Based Compensation          
Other than options, granted (in shares)       891,000 501,000
Other than options, granted (in dollars per share) | $ / shares       $ 4.82 $ 10.33
Restricted Stock Units (RSUs), Market-Based          
Equity And Share-Based Compensation          
Other than options, granted (in shares)       57,000 46,000
Restricted Shares and Restricted Stock Units (RSUs), Performance-Based and Market-Based          
Equity And Share-Based Compensation          
Other than options, outstanding (in shares)       125,000  
Restricted Shares and Restricted Stock Units (RSUs), Market-Based          
Equity And Share-Based Compensation          
Other than options, outstanding (in shares)       112,000  
Stock Options, Service-Based          
Equity And Share-Based Compensation          
Options outstanding (in shares)       182,000  
Ordinary performance          
Equity And Share-Based Compensation          
Percentage of awards (in percent)       67.00%  
Vesting threshold       2  
Restricted Shares and Restricted Stock Units (RSUs), Service-Based          
Equity And Share-Based Compensation          
Other than options, outstanding (in shares)       884,000  
Extraordinary performance          
Equity And Share-Based Compensation          
Percentage of awards (in percent)       33.00%  
Vesting threshold       3  
Minimum | Stock Options, Performance-Based          
Equity And Share-Based Compensation          
Allowable performance period before expiration date (in years)       10 years  
Attainment above threshold performance levels, vesting percentage (in percent)       50.00%  
Minimum | Stock Options, Market-Based          
Equity And Share-Based Compensation          
Vesting period (in years)       3 years  
Minimum | Restricted Shares and Restricted Stock Units (RSUs), Market-Based          
Equity And Share-Based Compensation          
Vesting period (in years)       30 days  
Award vesting percentage (in percent)       50.00%  
Minimum | Stock Options, Service-Based          
Equity And Share-Based Compensation          
Vesting period (in years)       3 years  
Minimum | Ordinary performance          
Equity And Share-Based Compensation          
Percentage of compounded annual gain of stock price over exercise price required for the award to vest (in percent)       20.00%  
Minimum | Restricted Shares and Restricted Stock Units (RSUs), Service-Based          
Equity And Share-Based Compensation          
Vesting period (in years)       1 year  
Minimum | Extraordinary performance          
Equity And Share-Based Compensation          
Percentage of compounded annual gain of stock price over exercise price required for the award to vest (in percent)       25.00%  
Maximum | Stock Options, Performance-Based          
Equity And Share-Based Compensation          
Attainment above threshold performance levels, vesting percentage (in percent)       200.00%  
Maximum | Restricted Shares and Restricted Stock Units (RSUs), Performance-Based          
Equity And Share-Based Compensation          
Attainment above threshold performance levels, vesting percentage (in percent)       150.00%  
Maximum | Stock Options, Market-Based          
Equity And Share-Based Compensation          
Vesting period (in years)       4 years  
Expiration term (in years)       10 years  
Maximum | Restricted Shares and Restricted Stock Units (RSUs), Performance-Based and Market-Based          
Equity And Share-Based Compensation          
Attainment above threshold performance levels, vesting percentage (in percent)       300.00%  
Maximum | Restricted Shares and Restricted Stock Units (RSUs), Market-Based          
Equity And Share-Based Compensation          
Vesting period (in years)       1 year  
Award vesting percentage (in percent)       50.00%  
Maximum | Stock Options, Service-Based          
Equity And Share-Based Compensation          
Vesting period (in years)       4 years  
Expiration term (in years)       10 years  
Maximum | Restricted Shares and Restricted Stock Units (RSUs), Service-Based          
Equity And Share-Based Compensation          
Vesting period (in years)       4 years  
Stock Repurchase Program, Current          
Equity And Share-Based Compensation          
Number of shares of common stock authorized to be purchased (in shares)     3,100,000    
Percentage of outstanding shares authorized to be repurchased     15.00%    
Minimum purchase price authorized (in dollars per share) | $ / shares     $ 1.00    
Maximum purchase price authorized (in dollars per share) | $ / shares     $ 25.00    
Stock repurchase program, period in force     5 years    
Remaining number of shares available for repurchase under the plan (in shares)       3,100,000  
Stock Repurchase Programs          
Equity And Share-Based Compensation          
Number of shares of common stock purchased (in shares)       0 0