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Segment Information - Schedule of Operating Information for Reportable Segments (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2024
Sep. 30, 2023
Sep. 30, 2024
Sep. 30, 2023
Dec. 31, 2023
Net interest income:          
Net interest income $ 502,583 $ 462,358 $ 1,437,387 $ 1,367,890  
Net interest income, change in contribution $ 40,225   $ 69,497    
Net interest income, percent change in contribution 9.00%   5.00%    
Provision for credit losses:          
Provision for credit losses $ 22,334 19,923 $ 84,068 71,482  
Provision for credit losses, change in contribution $ 2,411   $ 12,586    
Provision for credit losses, percent change in contribution 12.00%   18.00%    
Non-interest income:          
Non-interest income $ 113,147 112,478 $ 374,874 333,277  
Non-interest income, change in contribution $ 669   $ 41,597    
Non-interest income, percent change in contribution 1.00%   12.00%    
Net revenue:          
Net revenue $ 615,730 574,836 $ 1,812,261 1,701,167  
Net revenue, change in contribution $ 40,894   $ 111,094    
Net revenue, percent change in contribution 7.00%   7.00%    
Segment profit:          
Segment profit $ 170,001 164,198 $ 509,683 499,146  
Segment profit, change in contribution $ 5,803   $ 10,537    
Segment profit, percent change in contribution 4.00%   15.00%    
Segment assets:          
Segment assets $ 63,788,424 55,555,246 $ 63,788,424 55,555,246 $ 56,259,934
Segment assets, change in contribution $ 8,233,178        
Segment assets, percent change in contribution 15.00%        
Community banking          
Segment profit:          
Segment profit $ 115,213 115,156 326,495 351,905  
Segment profit, change in contribution $ 57   $ (25,410)    
Segment profit, percent change in contribution 0.00%   18.00%    
Segment assets:          
Segment assets $ 51,598,626 43,801,560 $ 51,598,626 43,801,560  
Segment assets, change in contribution $ 7,797,066        
Segment assets, percent change in contribution 18.00%        
Specialty finance          
Segment profit:          
Segment profit $ 46,803 40,548 142,417 123,687  
Segment profit, change in contribution $ 6,255   $ 18,730    
Segment profit, percent change in contribution 15.00%   5.00%    
Segment assets:          
Segment assets $ 11,047,585 10,521,547 $ 11,047,585 10,521,547  
Segment assets, change in contribution $ 526,038        
Segment assets, percent change in contribution 5.00%        
Wealth management          
Segment profit:          
Segment profit $ 7,985 8,494 40,771 23,554  
Segment profit, change in contribution $ (509)   $ 17,217    
Segment profit, percent change in contribution (6.00%)   (7.00%)    
Segment assets:          
Segment assets $ 1,142,213 1,232,139 $ 1,142,213 1,232,139  
Segment assets, change in contribution $ (89,926)        
Segment assets, percent change in contribution (7.00%)        
Operating Segments          
Net interest income:          
Net interest income $ 492,274 453,999 1,407,950 1,341,782  
Net interest income, change in contribution $ 38,275   $ 66,168    
Net interest income, percent change in contribution 8.00%   5.00%    
Provision for credit losses:          
Provision for credit losses $ 22,334 19,923 $ 84,068 71,482  
Provision for credit losses, change in contribution $ 2,411   $ 12,586    
Provision for credit losses, percent change in contribution 12.00%   18.00%    
Non-interest income:          
Non-interest income $ 133,341 128,641 $ 433,320 386,719  
Non-interest income, change in contribution $ 4,700   $ 46,601    
Non-interest income, percent change in contribution 4.00%   12.00%    
Net revenue:          
Net revenue $ 625,615 582,640 $ 1,841,270 1,728,501  
Net revenue, change in contribution $ 42,975   $ 112,769    
Net revenue, percent change in contribution 7.00%   7.00%    
Operating Segments | Community banking          
Net interest income:          
Net interest income $ 396,894 360,575 $ 1,119,411 1,076,655  
Net interest income, change in contribution $ 36,319   $ 42,756    
Net interest income, percent change in contribution 10.00%   4.00%    
Provision for credit losses:          
Provision for credit losses $ 20,475 16,742 $ 77,192 64,554  
Provision for credit losses, change in contribution $ 3,733   $ 12,638    
Provision for credit losses, percent change in contribution 22.00%   20.00%    
Non-interest income:          
Non-interest income $ 66,323 70,536 $ 212,578 207,399  
Non-interest income, change in contribution $ (4,213)   $ 5,179    
Non-interest income, percent change in contribution (6.00%)   2.00%    
Net revenue:          
Net revenue $ 463,217 431,111 $ 1,331,989 1,284,054  
Net revenue, change in contribution $ 32,106   $ 47,935    
Net revenue, percent change in contribution 7.00%   4.00%    
Operating Segments | Specialty finance          
Net interest income:          
Net interest income $ 88,448 85,427 $ 265,921 240,771  
Net interest income, change in contribution $ 3,021   $ 25,150    
Net interest income, percent change in contribution 4.00%   10.00%    
Provision for credit losses:          
Provision for credit losses $ 1,859 3,181 $ 6,876 6,928  
Provision for credit losses, change in contribution $ (1,322)   $ (52)    
Provision for credit losses, percent change in contribution (42.00%)   (1.00%)    
Non-interest income:          
Non-interest income $ 29,587 20,793 $ 89,221 78,320  
Non-interest income, change in contribution $ 8,794   $ 10,901    
Non-interest income, percent change in contribution 42.00%   14.00%    
Net revenue:          
Net revenue $ 118,035 106,220 $ 355,142 319,091  
Net revenue, change in contribution $ 11,815   $ 36,051    
Net revenue, percent change in contribution 11.00%   11.00%    
Operating Segments | Wealth management          
Net interest income:          
Net interest income $ 6,932 7,997 $ 22,618 24,356  
Net interest income, change in contribution $ (1,065)   $ (1,738)    
Net interest income, percent change in contribution (13.00%)   (7.00%)    
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 $ 37,431 37,312 $ 131,521 101,000  
Non-interest income, change in contribution $ 119   $ 30,521    
Non-interest income, percent change in contribution 0.00%   30.00%    
Net revenue:          
Net revenue $ 44,363 45,309 $ 154,139 125,356  
Net revenue, change in contribution $ (946)   $ 28,783    
Net revenue, percent change in contribution (2.00%)   23.00%    
Intersegment Eliminations          
Net interest income:          
Net interest income $ 10,309 8,359 $ 29,437 26,108  
Net interest income, change in contribution $ 1,950   $ 3,329    
Net interest income, percent change in contribution 23.00%   13.00%    
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 $ (20,194) (16,163) $ (58,446) (53,442)  
Non-interest income, change in contribution $ (4,031)   $ (5,004)    
Non-interest income, percent change in contribution 25.00%   9.00%    
Net revenue:          
Net revenue $ (9,885) $ (7,804) $ (29,009) $ (27,334)  
Net revenue, change in contribution $ (2,081)   $ (1,675)    
Net revenue, percent change in contribution 27.00%   6.00%