Goodwill and Intangible Assets, net - Summary of Intangible Assets, Net (Details) - USD ($) $ in Thousands	12 Months Ended
	Dec. 31, 2021	Dec. 31, 2020
Finite-Lived Intangible Assets [Line Items]
Cost	$ 46,580	$ 46,580
Accumulated amortization	(33,689)	(28,318)
Carrying value	12,891	18,262
Customer relationships
Finite-Lived Intangible Assets [Line Items]
Cost	32,770	32,770
Accumulated amortization	(20,346)	(15,349)
Carrying value	$ 12,424	$ 17,421
Weighted average remaining life (in years)	2 years 8 months 12 days	3 years 7 months 6 days
Developed technology
Finite-Lived Intangible Assets [Line Items]
Cost	$ 6,820	$ 6,820
Accumulated amortization	(6,820)	(6,820)
Carrying value	0	0
Trade names
Finite-Lived Intangible Assets [Line Items]
Cost	6,990	6,990
Accumulated amortization	(6,523)	(6,149)
Carrying value	$ 467	$ 841
Weighted average remaining life (in years)	1 year 3 months 18 days	2 years 3 months 18 days