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CAPITALIZED SOFTWARE
12 Months Ended
Dec. 31, 2021
Research and Development [Abstract]  
CAPITALIZED SOFTWARE CAPITALIZED SOFTWARE
Capitalized software development costs consisted of the following (in thousands):
As of December 31,
20212020
Capitalized software development costs$10,966 $6,170 
Less: accumulated amortization (4,607)(2,448)
$6,359 $3,722 
Amortization expense related to capitalized software development costs for the years ended December 31, 2021, 2020 and 2019 was $2.3 million, $1.0 million and $0.6 million, respectively. Amortization expense related to capitalized software development costs is recorded in Cost of revenue, net on the consolidated statements of income.