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Segment Information - Schedule of Operating Information for Reportable Segments (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2024
Jun. 30, 2023
Jun. 30, 2024
Jun. 30, 2023
Dec. 31, 2023
Net interest income:          
Net interest income $ 470,610 $ 447,537 $ 934,804 $ 905,532  
Net interest income, change in contribution $ 23,073   $ 29,272    
Net interest income, percent change in contribution 5.00%   3.00%    
Provision for credit losses:          
Provision for credit losses $ 40,061 28,514 $ 61,734 51,559  
Provision for credit losses, change in contribution $ 11,547   $ 10,175    
Provision for credit losses, percent change in contribution 40.00%   20.00%    
Non-interest income:          
Non-interest income $ 121,147 113,030 $ 261,727 220,799  
Non-interest income, change in contribution $ 8,117   $ 40,928    
Non-interest income, percent change in contribution 7.00%   19.00%    
Net revenue:          
Net revenue $ 591,757 560,567 $ 1,196,531 1,126,331  
Net revenue, change in contribution $ 31,190   $ 70,200    
Net revenue, percent change in contribution 6.00%   6.00%    
Segment profit:          
Segment profit $ 152,388 154,750 $ 339,682 334,948  
Segment profit, change in contribution $ (2,362)   $ 4,734    
Segment profit, percent change in contribution (2.00%)   10.00%    
Segment assets:          
Segment assets $ 59,781,516 54,286,176 $ 59,781,516 54,286,176 $ 56,259,934
Segment assets, change in contribution $ 5,495,340        
Segment assets, percent change in contribution 10.00%        
Community banking          
Segment profit:          
Segment profit $ 91,235 102,517 211,282 236,749  
Segment profit, change in contribution $ (11,282)   $ (25,467)    
Segment profit, percent change in contribution (11.00%)   12.00%    
Segment assets:          
Segment assets $ 47,611,508 42,452,673 $ 47,611,508 42,452,673  
Segment assets, change in contribution $ 5,158,835        
Segment assets, percent change in contribution 12.00%        
Specialty finance          
Segment profit:          
Segment profit $ 53,091 46,402 95,614 83,139  
Segment profit, change in contribution $ 6,689   $ 12,475    
Segment profit, percent change in contribution 14.00%   4.00%    
Segment assets:          
Segment assets $ 11,014,840 10,549,819 $ 11,014,840 10,549,819  
Segment assets, change in contribution $ 465,021        
Segment assets, percent change in contribution 4.00%        
Wealth management          
Segment profit:          
Segment profit $ 8,062 5,831 32,786 15,060  
Segment profit, change in contribution $ 2,231   $ 17,726    
Segment profit, percent change in contribution 38.00%   (10.00%)    
Segment assets:          
Segment assets $ 1,155,168 1,283,684 $ 1,155,168 1,283,684  
Segment assets, change in contribution $ (128,516)        
Segment assets, percent change in contribution (10.00%)        
Operating Segments          
Net interest income:          
Net interest income $ 461,951 438,629 915,676 887,783  
Net interest income, change in contribution $ 23,322   $ 27,893    
Net interest income, percent change in contribution 5.00%   3.00%    
Provision for credit losses:          
Provision for credit losses $ 40,061 28,514 $ 61,734 51,559  
Provision for credit losses, change in contribution $ 11,547   $ 10,175    
Provision for credit losses, percent change in contribution 40.00%   20.00%    
Non-interest income:          
Non-interest income $ 139,541 133,258 $ 299,979 258,078  
Non-interest income, change in contribution $ 6,283   $ 41,901    
Non-interest income, percent change in contribution 5.00%   16.00%    
Net revenue:          
Net revenue $ 601,492 571,887 $ 1,215,655 1,145,861  
Net revenue, change in contribution $ 29,605   $ 69,794    
Net revenue, percent change in contribution 5.00%   6.00%    
Operating Segments | Community banking          
Net interest income:          
Net interest income $ 358,832 346,232 $ 722,517 716,080  
Net interest income, change in contribution $ 12,600   $ 6,437    
Net interest income, percent change in contribution 4.00%   1.00%    
Provision for credit losses:          
Provision for credit losses $ 36,325 26,713 $ 56,717 47,812  
Provision for credit losses, change in contribution $ 9,612   $ 8,905    
Provision for credit losses, percent change in contribution 36.00%   19.00%    
Non-interest income:          
Non-interest income $ 71,619 68,130 $ 146,255 136,863  
Non-interest income, change in contribution $ 3,489   $ 9,392    
Non-interest income, percent change in contribution 5.00%   7.00%    
Net revenue:          
Net revenue $ 430,451 414,362 $ 868,772 852,943  
Net revenue, change in contribution $ 16,089   $ 15,829    
Net revenue, percent change in contribution 4.00%   2.00%    
Operating Segments | Specialty finance          
Net interest income:          
Net interest income $ 95,191 84,993 $ 177,473 155,344  
Net interest income, change in contribution $ 10,198   $ 22,129    
Net interest income, percent change in contribution 12.00%   14.00%    
Provision for credit losses:          
Provision for credit losses $ 3,736 1,801 $ 5,017 3,747  
Provision for credit losses, change in contribution $ 1,935   $ 1,270    
Provision for credit losses, percent change in contribution 107.00%   34.00%    
Non-interest income:          
Non-interest income $ 32,317 31,737 $ 59,634 57,527  
Non-interest income, change in contribution $ 580   $ 2,107    
Non-interest income, percent change in contribution 2.00%   4.00%    
Net revenue:          
Net revenue $ 127,508 116,730 $ 237,107 212,871  
Net revenue, change in contribution $ 10,778   $ 24,236    
Net revenue, percent change in contribution 9.00%   11.00%    
Operating Segments | Wealth management          
Net interest income:          
Net interest income $ 7,928 7,404 $ 15,686 16,359  
Net interest income, change in contribution $ 524   $ (673)    
Net interest income, percent change in contribution 7.00%   (4.00%)    
Provision for credit losses:          
Provision for credit losses $ 0 0 $ 0 0  
Provision for credit losses, change in contribution $ 0   $ 0    
Provision for credit losses, percent change in contribution 0.00%   0.00%    
Non-interest income:          
Non-interest income $ 35,605 33,391 $ 94,090 63,688  
Non-interest income, change in contribution $ 2,214   $ 30,402    
Non-interest income, percent change in contribution 7.00%   48.00%    
Net revenue:          
Net revenue $ 43,533 40,795 $ 109,776 80,047  
Net revenue, change in contribution $ 2,738   $ 29,729    
Net revenue, percent change in contribution 7.00%   37.00%    
Intersegment Eliminations          
Net interest income:          
Net interest income $ 8,659 8,908 $ 19,128 17,749  
Net interest income, change in contribution $ (249)   $ 1,379    
Net interest income, percent change in contribution (3.00%)   8.00%    
Provision for credit losses:          
Provision for credit losses $ 0 0 $ 0 0  
Provision for credit losses, change in contribution $ 0   $ 0    
Provision for credit losses, percent change in contribution 0.00%   0.00%    
Non-interest income:          
Non-interest income $ (18,394) (20,228) $ (38,252) (37,279)  
Non-interest income, change in contribution $ 1,834   $ (973)    
Non-interest income, percent change in contribution (9.00%)   3.00%    
Net revenue:          
Net revenue $ (9,735) $ (11,320) $ (19,124) $ (19,530)  
Net revenue, change in contribution $ 1,585   $ 406    
Net revenue, percent change in contribution (14.00%)   (2.00%)