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Business Combinations and Divestitures - Narrative (Details)
 12 Months Ended
Jun. 01, 2021
USD ($)
Jul. 08, 2020
USD ($)
client
shares
Dec. 31, 2021
USD ($)
asset
Dec. 31, 2020
USD ($)
Sep. 23, 2020
USD ($)
shares
Dec. 31, 2019
USD ($)
Dec. 31, 2018
USD ($)
Business Acquisition [Line Items]              
Goodwill     $ 233,727,000 $ 163,209,000      
Misdirected payments     4,867,572,000 4,996,776,000      
Unsecured federal funds line of credit     227,500,000        
Other income       50,627,000      
Indemnification asset     4,786,000 36,225,000      
Loans     4,825,359,000 4,901,037,000      
Gain (loss) on indemnification asset     4,194,000        
Indemnification asset, expected cash payments to be received     5,038,000 39,200,000      
Required payments   $ 45,228,000          
Fair value of factored receivables purchased   44,962,000          
Factored receivables              
Business Acquisition [Line Items]              
Misdirected payments     1,699,537,000 1,120,770,000      
Fair Value, Measurements, Recurring              
Business Acquisition [Line Items]              
Indemnification asset     4,786,000 36,225,000      
Level 3              
Business Acquisition [Line Items]              
Indemnification asset     4,786,000 36,225,000   $ 0 $ 0
Level 3 | Fair Value, Measurements, Recurring              
Business Acquisition [Line Items]              
Indemnification asset     4,786,000 36,225,000      
Over-Formula Advances | Factored receivables              
Business Acquisition [Line Items]              
Misdirected payments   62,200,000 $ 10,077,000 62,100,000      
Minimum              
Business Acquisition [Line Items]              
Estimated useful lives     4 years        
Maximum              
Business Acquisition [Line Items]              
Estimated useful lives     11 years        
Capitalized Software | Minimum              
Business Acquisition [Line Items]              
Estimated useful lives     3 years        
Capitalized Software | Maximum              
Business Acquisition [Line Items]              
Estimated useful lives     5 years        
HubTran, Inc.              
Business Acquisition [Line Items]              
Goodwill $ 73,697,000   $ 70,459,000        
Acquisition-related expenses     2,992,000        
Cash paid 97,096,000            
HubTran, Inc. | Capitalized Software              
Business Acquisition [Line Items]              
Intangible assets 16,932,000   $ 16,932,000        
Estimated useful lives     4 years        
HubTran, Inc. | Customer Relationships              
Business Acquisition [Line Items]              
Intangible assets $ 10,360,000   $ 10,360,000        
Estimated useful lives     11 years        
Number of customer relationship intangible assets | asset     2        
Transport Financial Solutions              
Business Acquisition [Line Items]              
Goodwill   $ 4,466,000 $ 4,525,000        
Estimated useful lives   8 years          
Cash paid   $ 108,375,000          
Equity issued (in shares) | shares   630,268          
Stock consideration   $ 13,942,000          
Number of large clients | client   3          
Portion of purchase price returned (in shares) | shares         630,268    
Receivable due from seller subsequent to liquidation of stock consideration   $ 17,196,000          
Proceeds from sale of acquired stock       28,064,000      
Other income       10,868,000      
Intangible assets   3,500,000 3,500,000        
Indemnification asset   30,959,000 30,959,000        
Indemnification asset, charge off     41,265,000        
Indemnification asset, allowance for credit loss, loss expense     2,844,000        
Expenses related to the acquisition       $ 827,000      
Transport Financial Solutions | Covenant Logistics Group, Inc.              
Business Acquisition [Line Items]              
Loans     35,633,000        
Transport Financial Solutions | Indemnification Agreement              
Business Acquisition [Line Items]              
Percent indemnified, first portion         100.00%    
First increment of losses incurred         $ 30,000,000    
Percent indemnified, second portion         50.00%    
Second increment of losses incurred         $ 30,000,000    
Total indemnification amount         45,000,000    
Collateral held by third parties         60,000,000    
Transport Financial Solutions | Indemnification Agreement | Covenant Logistics Group, Inc.              
Business Acquisition [Line Items]              
Unsecured federal funds line of credit         45,000,000    
Line of credit facility, remaining borrowing capacity     9,361,000        
Transport Financial Solutions | Over-Formula Advances              
Business Acquisition [Line Items]              
Misdirected payments   62,200,000     $ 62,200,000    
Transport Financial Solutions | Over-Formula Advances | Factored receivables              
Business Acquisition [Line Items]              
Misdirected payments     $ 62,200,000        
Transport Financial Solutions | Maximum              
Business Acquisition [Line Items]              
Contingent consideration   $ 9,900,000