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Provision for Unpaid Losses and Loss Adjustment Expenses (Tables)
12 Months Ended
Dec. 31, 2022
Insurance [Abstract]  
Schedule of Liability for Unpaid Claims and Claims Adjustment Expense
The following table presents the provision for unpaid losses and loss adjustment expenses at December 31, 2022 and 2021:

Year Ended December 31,
20222021
in thousands
Outstanding losses reported$65,981 $38,207 
IBNR44,917 36,662 
Net reserves for unpaid losses and loss adjustment expenses$110,898 $74,869 
Reinsurance recoverables843 — 
Gross reserves for unpaid losses and loss adjustment expenses$111,741 $74,869 

The following table presents a reconciliation of beginning and ending provision for unpaid losses and loss adjustment expenses, net of amounts recoverable from reinsurers:

Year Ended December 31,
20222021
in thousands
Gross unpaid losses and loss adjustment expenses, beginning of year$74,869 $54,988 
Less: Reinsurance recoverable— — 
Net unpaid losses and loss adjustment expenses, beginning of the year
$74,869 $54,988 
Incurred losses and loss adjustment expenses:
Current accident year$186,478 $132,481 
Prior accident year (1)
(4,076)(10,401)
Total incurred losses and loss adjustment expenses$182,402 $122,080 
Payments:
Current accident year$109,555 $76,559 
Prior accident year36,803 25,656 
Total payments$146,358 $102,215 
Effect of foreign currency rate changes(15)16 
Net reserves for losses and loss adjustment expenses, end of year
$110,898 $74,869 
Reinsurance recoverables843 — 
Gross reserves for losses and loss adjustment expenses, end of year
$111,741 $74,869 
(1) In both years presented, prior accident year development reflects lower than originally estimated incurred claims related to frequency and severity in accident years 2017 to 2021.
The following table presents a summary of total gross reserves for losses and loss adjustment expenses by line of business for the periods specified below:

December 31,
20222021
in thousands
Auto$111,575 $74,573 
Marine166 296 
Total gross reserves for losses and loss adjustment expenses
$111,741 $74,869 
Short-duration Insurance Contracts, Claims Development
The following tables present incurred losses and loss adjustment expenses, by accident year, undiscounted and net of reinsurance recoveries.

a) Auto

(dollars in thousands)
Reserves for Losses and Loss Adjustment Expenses Incurred But Not Reported
Cumulative Number of Reported Claims
Reporting Years Ended December 31,
Accident Year
2017*
2018*
2019*
2020*
2021*
2022As of December 31, 2022
2017$18,594 $18,594 $18,594 $18,594 $18,409 $18,284 $44 11,031 
201840,422 40,287 40,287 37,516 37,491 20,641 
201963,642 63,642 59,660 59,660 631 23,780 
202090,110 86,608 85,111 2,833 27,092 
2021131,643 129,259 9,215 35,116 
2022186,073 32,056 36,604 
Total$515,878 $44,782 154,264
Cumulative paid losses and loss adjustment expenses from the table below
(405,131)— 
Reserves for losses and loss adjustment expenses before 2017, net of reinsurance
— — 
Effect of foreign currency rate changes(15)(15)
Reserves for losses and loss adjustment expenses, undiscounted and net of reinsurance
$110,732 $44,767 

Cumulative paid losses and loss adjustment expenses by accident year (in thousands):

As of December 31,
Accident Year2017*2018*2019*2020*2021*2022
2017$11,410 $16,655 $17,442 $17,530 $17,897 $18,122 
201823,915 34,992 35,899 36,414 36,807 
201937,910 51,491 55,617 57,393 
202053,167 73,402 78,079 
202175,933 105,475 
2022109,255 
Total$405,131 
*Unaudited required supplemental information.
b) Marine:

(dollars in thousands)
Reserves
for Losses and
Loss Adjustment
Expenses
Incurred But
Not Reported
Cumulative
Number of
Reported
Claims
Reporting Years Ended December 31,
Accident Year
2017*
2018*
2019*
2020*
2021*
2022As of December 31, 2022
2017$198 $198 $198 $198 $183 $183 $— 124 
2018437 437 437 489 514 — 189 
2019893 893 835 835 — 192 
2020915 975 1,002 16 205 
2021854 757 44 210 
2022405 90 114 
Total$3,696 $150 1,034 
Cumulative paid losses and loss adjustment expenses from the table below
(3,530)— 
Reserves for losses and loss adjustment expenses before the 2017 accident year
— — 
Reserves for losses and loss adjustment expenses, undiscounted and net of reinsurance
$166 $150 

Cumulative paid losses and loss adjustment expenses by accident year (in thousands):

Accident Year
2017*
2018*
2019*
2020*
2021*
2022
2017$138 $183 $183 182 $182 $183 
2018332 426 425 431 514 
2019514 828 835 835 
2020568 967 985 
2021625 713 
2022300 
Total$3,530 
*Unaudited required supplemental information.
Short-duration Insurance Contracts, Schedule of Historical Claims Duration
The following table presents supplementary information about average historical claims duration as of December 31, 2022 based on the cumulative incurred and paid losses and allocated loss adjustment expenses presented above.

Average Annual Percentage of Payout of Incurred Claims by Age (in Years), Net of Reinsurance
unauditedYear 1Year 2Year 3Year 4Year 5Year 6
Auto62.4 %21.0 %8.8 %3.6 %1.6 %1.4 %
Marine77.9 %21.4 %0.9 %(0.3)%— %— %