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Consolidated Statements of Operations and Comprehensive Income (Loss) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Revenue:      
Total revenue $ 41,360 $ 18,061 $ 14,887
Cost of revenue      
Total cost of revenue [1],[2] 44,038 20,239 17,297
Operating expenses:      
Research and development [1] 45,848 25,314 18,340
Sales and marketing [1] 34,985 13,126 13,084
General and administrative [1] 61,818 19,797 15,146
Depreciation and amortization 3,239 1,382 723
Total operating expenses 145,890 59,619 47,293
Loss from operations (148,568) (61,797) (49,703)
Other income (expense)      
Change in fair value of derivative liabilities (12,588) (863) 0
Change in fair value of warrant liability 4,085 0 0
Change in fair value of trading security 50 0 0
Loss on extinguishment of debt (1,469) (199) (916)
Interest income (expense), net (7,777) (3,172) 443
Other income (expense) 1 45 0
Total other expense (17,698) (4,189) (473)
Loss before income taxes (166,266) (65,986) (50,176)
Provision for income taxes 53 8 50
Net loss (166,319) (65,994) (50,226)
Other comprehensive income (loss)      
Unrealized loss on available-for-sale securities (677) 0 0
Foreign currency translation adjustment (8) 9 0
Comprehensive loss $ (167,004) $ (65,985) $ (50,226)
Net loss per common share:      
Basic net loss per common share (in dollars per share) $ (1.92) $ (9.12) $ (7.65)
Diluted net loss per common share (in dollars per share) $ (1.92) $ (9.12) $ (7.65)
Weighted average shares outstanding:      
Basic weighted average shares outstanding (in shares) 86,473,291 7,238,708 6,564,820
Diluted weighted average shares outstanding (in shares) 86,473,291 7,238,708 6,564,820
Hardware and other related revenue      
Revenue:      
Total revenue $ 33,135 $ 14,264 $ 13,501
Cost of revenue      
Total cost of revenue [1],[2] 43,290 19,933 17,084
Software revenue      
Revenue:      
Total revenue 8,225 3,797 1,386
Cost of revenue      
Total cost of revenue [1],[2] $ 748 $ 306 $ 213
[1] Stock-based compensation expense included in cost of revenue and operating expenses is as follows:
Cost of hardware and other related revenue$192 $15 $50 
Cost of software revenue18 — 
Research and development10,743 413 559 
Sales and marketing3,747 210 163 
General and administrative15,184 887 2,761 
Total stock-based compensation$29,884 $1,525 $3,534 
[2] Exclusive of depreciation and amortization shown in operating expenses below.