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Loans and Allowance for Credit Losses - Summary of Allowance for Loan and Lease Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance $ 42,213    
Credit Loss Expense (Benefit) 6,925 $ (8,830) $ 38,329
Ending Balance 42,807 42,213  
Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 42,213 95,739 29,092
Credit Loss Expense (Benefit) 7,039 (7,964) 33,981
Charge-offs (8,601) (46,946) (6,488)
Recoveries 2,156 1,384 1,919
Initial ACL on Loans Purchased with Credit Deterioration     37,415
Reclassification To Held For Sale     (449)
Ending Balance 42,807 42,213 95,739
Cumulative Effect, Period of Adoption, Adjustment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance     269
Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     269
Commercial real estate | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 3,961 10,182 5,353
Credit Loss Expense (Benefit) 546 (6,214) 3,607
Charge-offs (108) (17) (320)
Recoveries 60 10 170
Initial ACL on Loans Purchased with Credit Deterioration     0
Reclassification To Held For Sale     0
Ending Balance 4,459 3,961 10,182
Commercial real estate | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     1,372
Construction, land development, land | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 827 3,418 1,382
Credit Loss Expense (Benefit) 323 (2,584) 2,005
Charge-offs 0 (12) (23)
Recoveries 5 5 241
Initial ACL on Loans Purchased with Credit Deterioration     0
Reclassification To Held For Sale     0
Ending Balance 1,155 827 3,418
Construction, land development, land | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     (187)
1-4 family residential properties | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 468 1,225 308
Credit Loss Expense (Benefit) 363 (849) 378
Charge-offs 0 (34) (27)
Recoveries 7 126 53
Initial ACL on Loans Purchased with Credit Deterioration     0
Reclassification To Held For Sale     0
Ending Balance 838 468 1,225
1-4 family residential properties | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     513
Farmland | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 562 832 670
Credit Loss Expense (Benefit) (79) (270) (355)
Charge-offs 0 0 0
Recoveries 0 0 80
Initial ACL on Loans Purchased with Credit Deterioration     0
Reclassification To Held For Sale     0
Ending Balance 483 562 832
Farmland | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     437
Commercial | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 14,485 22,040 12,566
Credit Loss Expense (Benefit) 2,713 (7,725) 11,336
Charge-offs (2,205) (481) (2,344)
Recoveries 925 651 1,115
Initial ACL on Loans Purchased with Credit Deterioration     0
Reclassification To Held For Sale     (449)
Ending Balance 15,918 14,485 22,040
Commercial | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     (184)
Factored receivables | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 20,915 56,463 7,657
Credit Loss Expense (Benefit) 3,045 10,038 16,079
Charge-offs (5,853) (46,043) (3,201)
Recoveries 1,014 457 143
Initial ACL on Loans Purchased with Credit Deterioration     37,415
Reclassification To Held For Sale     0
Ending Balance 19,121 20,915 56,463
Factored receivables | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     (1,630)
Consumer | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 226 542 488
Credit Loss Expense (Benefit) 239 (92) 562
Charge-offs (435) (359) (573)
Recoveries 145 135 117
Initial ACL on Loans Purchased with Credit Deterioration     0
Reclassification To Held For Sale     0
Ending Balance 175 226 542
Consumer | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     (52)
Mortgage warehouse | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 769 1,037 668
Credit Loss Expense (Benefit) (111) (268) 369
Charge-offs 0 0 0
Recoveries 0 0 0
Initial ACL on Loans Purchased with Credit Deterioration     0
Reclassification To Held For Sale     0
Ending Balance $ 658 $ 769 1,037
Mortgage warehouse | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326     $ 0