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LOANS - Summary of Changes in Allowance for Losses (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2026
Sep. 30, 2025
Sep. 30, 2026
Sep. 30, 2025
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Beginning balance $ 47,167 $ 29,956 $ 37,785 $ 23,223
Provision for losses 9,420 7,578 20,773 17,028
Charge-offs (8,262) (4,423) (10,479) (7,263)
Recovery 0 2,229 246 2,352
Ending balance 48,325 35,340 48,325 35,340
Total Agricultural Finance loans        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Charge-offs     (8,300)  
Agricultural Finance - Farm & Ranch loans        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Beginning balance 15,472 6,635 9,400 5,132
Provision for losses 364 4,067 6,478 8,410
Charge-offs (41) (1,243) (83) (4,083)
Recovery 0 1,675 0 1,675
Ending balance 15,795 11,134 15,795 11,134
Agricultural Finance - Farm & Ranch loans | Commercial Real Estate        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Provision for losses     7,300 2,300
Corporate AgFinance        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Beginning balance 7,211 6,943 6,631 5,379
Provision for losses 1,391 2,811 3,900 4,252
Charge-offs 0 (3,180) (2,175) (3,180)
Recovery 0 554 246 677
Ending balance 8,602 7,128 8,602 7,128
Corporate AgFinance | Commercial Real Estate        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Provision for losses     0 1,000
Infrastructure Finance loans        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Beginning balance 24,484 16,378 21,754 12,712
Provision for losses 7,665 700 10,395 4,366
Charge-offs (8,221) 0 (8,221) 0
Recovery 0 0 0 0
Ending balance $ 23,928 $ 17,078 23,928 $ 17,078
Infrastructure Finance loans | Collateral Pledged        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Provision for losses     $ 0