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Share-based Compensation (Tables)
3 Months Ended
Mar. 31, 2023
Share-Based Payment Arrangement [Abstract]  
Schedule of Share-based Compensation Expense
The following table summarizes our share-based compensation expense by the affected line on our consolidated statements of operations:
Three Months Ended
March 31,
$ in thousands20232022
Cost of services revenue$80 $563 
Selling, general and administrative
(9,753)10,875 
Research and development
474 1,544 
Total share-based compensation expense
$(9,199)$12,982 
The following table summarizes our share-based compensation expense by grant type:
Three Months Ended
March 31,
$ in thousands20232022
Stock options$(12,255)$6,560 
Restricted stock units
2,859 6,422 
Employee stock purchase plan90 — 
Vendor Warrants
107 — 
Total share-based compensation expense
$(9,199)$12,982 
Schedule of Stock Option Activity
The following table summarizes the Company’s stock option activity:
$ in thousands, except share and per share dataNumber of SharesWeighted Average Exercise Price ($)Weighted Average Remaining Contractual Life (Years)Aggregate Intrinsic Value ($)
Outstanding balance as of December 31, 2022
31,203,045 $3.10 7.62$10,725 
Exercised(1,588,277)0.15 
Forfeited(10,021,087)6.68 
Expired(60,313)2.27 
Outstanding balance as of March 31, 2023
19,533,368 $1.50 3.51$1,334 
Exercisable as of March 31, 2023
14,949,494 $1.82 2.34$1,152