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Segment Information - Schedule of Segment Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2024
Dec. 31, 2023
Dec. 31, 2022
Segment Reporting Information [Line Items]      
Interest income $ 3,477,597 $ 2,893,114 $ 1,747,443
Interest expense 1,515,062 1,055,250 252,081
Net interest income 1,962,535 1,837,864 1,495,362
Provision for credit losses 101,047 114,390 78,589
Non-interest income 488,325 434,106 461,053
Salaries 465,972 438,812 382,181
Commissions and incentive compensation 215,519 182,101 197,873
Benefits 135,617 127,100 116,053
Other segment items 585,616 564,486 481,164
Total non-interest expense 1,402,724 1,312,499 1,177,271
Income before taxes 947,089 845,081 700,555
Income tax expense 252,044 222,455 190,873
Net income 695,045 622,626 509,682
Total assets at end of year 64,879,668 56,259,934 52,949,649
Operating Segments      
Segment Reporting Information [Line Items]      
Interest income 3,437,582 2,858,005 1,717,264
Interest expense 1,515,062 1,055,250 252,081
Net interest income 1,922,520 1,802,755 1,465,183
Provision for credit losses 101,047 114,390 78,589
Non-interest income 567,318 505,576 520,882
Salaries 464,203 437,146 380,631
Commissions and incentive compensation 215,519 182,101 197,873
Benefits 135,617 127,100 116,053
Other segment items 626,363 602,513 512,364
Total non-interest expense 1,441,702 1,348,860 1,206,921
Income before taxes 947,089 845,081 700,555
Income tax expense 252,044 222,455 190,873
Net income 695,045 622,626 509,682
Total assets at end of year 64,879,668 56,259,934 52,949,649
Operating Segments | Community Banking      
Segment Reporting Information [Line Items]      
Interest income 3,001,500 2,462,103 1,411,485
Interest expense 1,465,237 1,021,128 231,287
Net interest income 1,536,263 1,440,975 1,180,198
Provision for credit losses 88,345 104,895 74,184
Non-interest income 279,845 263,023 298,572
Salaries 364,144 340,993 306,062
Commissions and incentive compensation 130,516 110,986 127,178
Benefits 106,994 100,190 91,875
Other segment items 500,327 484,263 401,183
Total non-interest expense 1,101,981 1,036,432 926,298
Income before taxes 625,782 562,671 478,288
Income tax expense 167,072 148,612 128,939
Net income 458,710 414,059 349,349
Total assets at end of year 52,500,643 44,355,786 41,368,200
Operating Segments | Specialty Finance      
Segment Reporting Information [Line Items]      
Interest income 405,317 362,035 266,238
Interest expense 49,030 32,991 19,557
Net interest income 356,287 329,044 246,681
Provision for credit losses 12,702 9,495 4,405
Non-interest income 119,339 105,992 97,701
Salaries 61,070 57,024 45,043
Commissions and incentive compensation 36,130 30,395 31,329
Benefits 18,686 17,070 15,812
Other segment items 91,479 82,024 80,600
Total non-interest expense 207,365 186,513 172,784
Income before taxes 255,559 239,028 167,193
Income tax expense 69,214 63,484 46,286
Net income 186,345 175,544 120,907
Total assets at end of year 11,234,012 10,664,887 9,826,254
Operating Segments | Wealth Management      
Segment Reporting Information [Line Items]      
Interest income 30,765 33,867 39,541
Interest expense 795 1,131 1,237
Net interest income 29,970 32,736 38,304
Provision for credit losses 0 0 0
Non-interest income 168,134 136,561 124,609
Salaries 38,989 39,129 29,526
Commissions and incentive compensation 48,873 40,720 39,366
Benefits 9,937 9,840 8,366
Other segment items 34,557 36,226 30,581
Total non-interest expense 132,356 125,915 107,839
Income before taxes 65,748 43,382 55,074
Income tax expense 15,758 10,359 15,648
Net income 49,990 33,023 39,426
Total assets at end of year 1,145,013 1,239,261 1,755,195
Intersegment Eliminations      
Segment Reporting Information [Line Items]      
Interest income 40,015 35,109 30,179
Interest expense 0 0 0
Net interest income 40,015 35,109 30,179
Provision for credit losses 0 0 0
Non-interest income (78,993) (71,470) (59,829)
Salaries 1,769 1,666 1,550
Commissions and incentive compensation 0 0 0
Benefits 0 0 0
Other segment items (40,747) (38,027) (31,200)
Total non-interest expense (38,978) (36,361) (29,650)
Income before taxes 0 0 0
Income tax expense 0 0 0
Net income 0 0 0
Total assets at end of year $ 0 $ 0 $ 0