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Debt - Narrative (Details)
3 Months Ended 6 Months Ended 12 Months Ended 77 Months Ended
Jan. 25, 2019
Nov. 19, 2018
USD ($)
Aug. 18, 2017
USD ($)
Apr. 25, 2017
USD ($)
Jun. 30, 2020
USD ($)
securitization
$ / shares
Mar. 31, 2020
USD ($)
Jun. 30, 2019
USD ($)
Jun. 30, 2020
USD ($)
Facility
Day
securitization
$ / shares
Jun. 30, 2019
USD ($)
Dec. 31, 2018
USD ($)
Jun. 30, 2020
USD ($)
securitization
$ / shares
Dec. 31, 2019
USD ($)
Debt Instrument [Line Items]                        
Percentage of ownership interests in joint venture         34.00%     34.00%     34.00%  
Percentage of guarantors beneficial interest         100.00%     100.00%     100.00%  
Number of securitizations completed | securitization                     15  
Number of securitizations outstanding | securitization         6     6     6  
Percentage of interests in trust certificates sold to third parties               50.00%        
Interest expense         $ 13,058,000   $ 15,439,000 $ 26,128,000 $ 31,124,000      
Amortization of debt discount                   $ 3,200,000    
Percentage of ownership interests in joint venture         34.00%     34.00%     34.00%  
Debt Instrument, Basis Spread on Variable Rate 100.00%                      
Collateralized Financings         $ 7,632,000 $ 32,400,000   $ 7,632,000     $ 7,632,000 $ 4,117,000
Increase (Decrease) in Margin Deposits Outstanding           $ 28,200,000            
Class A Notes                        
Debt Instrument [Line Items]                        
Period after issue               36 months        
Mortgage loans                        
Debt Instrument [Line Items]                        
Number of securitizations outstanding | securitization         6     6     6  
Convertible Notes Payable                        
Debt Instrument [Line Items]                        
Aggregate principal       $ 87,500,000                
Interest Rate     7.25% 7.25% 7.25%     7.25%     7.25%  
Proceeds from sale of convertible senior notes     $ 20,500,000 $ 84,900,000                
Conversion premium - Convertible senior notes     200,000 $ 2,500,000                
Percentage of notes convertible to common stock       17.50%                
Additional aggregate principal   $ 15,900,000 $ 20,500,000                  
Conversion premium     6.00%                  
Principal amount of note (in dollars per share) | $ / shares         $ 25.00              
If-converted value in excess of principal               $ 42,200,000        
Threshold percentage of stock price trigger (at least)               130.00%        
Threshold trading days (at least) | Day               20        
Threshold consecutive trading days | Day               30        
Redemption price, percentage               100.00%        
Unamortized discount         $ 4,100,000     $ 4,100,000     $ 4,100,000  
Amortization of debt discount         $ 400,000     $ 700,000        
Interest rate, effective percentage         9.09%     9.09%     9.09%  
Master Repurchase Agreement                        
Debt Instrument [Line Items]                        
Interest Rate         3.29%     3.29%     3.29% 3.77%
Master Repurchase Agreement | Delaware Trust | Mortgage loans                        
Debt Instrument [Line Items]                        
Number of facilities repurchased | Facility               2        
Number of wholly-owned Delaware trusts | Facility               2        
Number of counterparties | Facility               2        
Ceiling for each repurchase facility         $ 250,000,000.0     $ 250,000,000.0     $ 250,000,000.0  
Master Repurchase Agreement | Delaware Trust | Mortgage loans | Minimum                        
Debt Instrument [Line Items]                        
Percentage of purchase price for each mortgage loan or REO               70.00%        
Master Repurchase Agreement | Delaware Trust | Mortgage loans | Maximum                        
Debt Instrument [Line Items]                        
Percentage of purchase price for each mortgage loan or REO               85.00%        
Master Repurchase Agreement | Delaware Trust | Mortgages One                        
Debt Instrument [Line Items]                        
Ceiling for each repurchase facility         400,000,000.0     $ 400,000,000.0     400,000,000.0  
Master Repurchase Agreement | Delaware Trust | Bonds [Member]                        
Debt Instrument [Line Items]                        
Number of facilities repurchased | Facility               3,000        
Gregory                        
Debt Instrument [Line Items]                        
Ceiling for each repurchase facility         $ 12,000,000.0     $ 12,000,000.0     $ 12,000,000.0  
Gregory | Servicing Agreement                        
Debt Instrument [Line Items]                        
Servicing fees percentage               0.42%        
Gregory | Servicing Agreement | Minimum                        
Debt Instrument [Line Items]                        
Servicing fees percentage               0.65%        
Gregory | Servicing Agreement | Maximum                        
Debt Instrument [Line Items]                        
Servicing fees percentage               1.25%        
Common Stock | Convertible Notes Payable                        
Debt Instrument [Line Items]                        
Conversion rate         1.7279              
Conversion price (in dollars per share) | $ / shares         $ 14.47     $ 14.47     $ 14.47  
2018-C | Class A Notes                        
Debt Instrument [Line Items]                        
Percentage of Interest retained by the Company               5.00%        
2018-C | Mortgage loans | Class A Notes                        
Debt Instrument [Line Items]                        
Aggregate principal         $ 138,600,000     $ 138,600,000     $ 138,600,000 $ 148,500,000
2018-C | Mortgage loans | Class B Notes                        
Debt Instrument [Line Items]                        
Aggregate principal         15,900,000     $ 15,900,000     15,900,000 15,900,000
Ajax Mortgage Loan Trust 2018 C September 2018                        
Debt Instrument [Line Items]                        
Percentage of Interests Sold to Third Parties               37.00%        
Ajax Mortgage Loan Trust 2018 C September 2018 | Class A Notes                        
Debt Instrument [Line Items]                        
Percentage of Interests Sold to Third Parties               95.00%        
Ajax Mortgage Loan Trust 2018 C September 2018 | Mortgage loans | Class A Notes                        
Debt Instrument [Line Items]                        
Aggregate principal         $ 170,500,000     $ 170,500,000     $ 170,500,000  
Interest Rate         4.36%     4.36%     4.36%  
Ajax Mortgage Loan Trust 2018 C September 2018 | Mortgage loans | Class B Notes                        
Debt Instrument [Line Items]                        
Aggregate principal         $ 15,900,000     $ 15,900,000     $ 15,900,000  
Interest Rate         5.25%     5.25%     5.25%  
2017-C                        
Debt Instrument [Line Items]                        
Period after issue               48 months        
2017-D                        
Debt Instrument [Line Items]                        
Debt Instrument, Basis Spread on Variable Rate 300.00%                      
2017-D | Mortgage loans | Class A Notes                        
Debt Instrument [Line Items]                        
Aggregate principal         $ 110,000,000.0     $ 110,000,000.0     $ 110,000,000.0 $ 121,900,000
Convertible Notes Payable                        
Debt Instrument [Line Items]                        
Aggregate principal   $ 108,000,000.0                    
Interest Rate   7.25%                    
Proceeds from sale of convertible senior notes   $ 15,200,000                    
Conversion premium - Convertible senior notes   $ 500,000                    
Conversion premium   11.43%                    
Unpaid principal balance         115,900,000     115,900,000     $ 115,900,000  
Interest expense         $ 2,500,000     $ 4,900,000