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Goodwill and Intangible Assets
9 Months Ended
Sep. 30, 2023
Goodwill and Intangible Assets Disclosure [Abstract]  
Goodwill and Intangible Assets Goodwill and Intangible Assets
Goodwill
As described in Note 8, in the second quarter of 2023, the Company concluded it had two operating and reportable segments. In connection with the shift from one operating and reportable segment to two operating and reportable segments, the Company reevaluated its reporting unit structure and determined that it had multiple reporting units. As such, during the second quarter of 2023, the Company reallocated goodwill to its newly formed reporting units.

The Company estimates the fair value of its reporting units using a weighting of fair values derived from an income and a market approach. Estimating the fair value by these methods involves the use of a number of key assumptions including forecasted revenues and related growth rates, forecasted operating cash flows, the discount rate, and the selection of relevant market multiples of comparable publicly-traded companies with similar characteristics to the reporting unit. Under the income approach, the Company determined the fair value of a reporting unit based on the present value of estimated future cash flows. Cash flow projections are based on the Company’s best estimates of forecasted economic and market conditions over the period including growth rates and expected changes in operating cash flows. The discount rate used is based on a weighted average cost of capital adjusted for the relevant risk associated with the characteristics of the business and the projected cash flows. The market approach estimates fair value based on market multiples of current and forward 12-month revenue or adjusted EBITDA, as applicable, derived from comparable publicly traded companies with similar operating and investment characteristics as the reporting unit.

While these assumptions reflect management’s best estimates of future performance at the time, these estimates are inherently complex and uncertain and the Company’s actual results could differ materially from these estimates.

In connection with the goodwill reallocation, the Company assessed goodwill for impairment immediately before and immediately after the change in the reporting unit structure and related goodwill reallocation. Both assessments concluded that the fair value of the reporting units were above their respective carrying amounts.
The following table presents the goodwill allocated to the Company’s reportable segments as of September 30, 2023 and December 31, 2022, and the changes during the period:

Twilio
Communications
Twilio
Data & Applications
Total
(In thousands)
Balance as of December 31, 2022$— $— $5,284,153 
Foreign currency adjustments26
Reallocation to segments in the second quarter of 2023(1)
4,321,130 963,049 — 
Foreign currency adjustments251— 251 
Goodwill divested(2)
(41,164)— (41,164)
Balance as of September 30, 2023$4,280,217 $963,049 $5,243,266 
____________________________________
(1) Represents reallocation of goodwill as a result of changes in segment structure in the second quarter of 2023.
(2) Represents goodwill related to the divestitures of IoT and ValueFirst. See Note 5 for further details.
Intangible assets
Intangible assets consisted of the following:
As of September 30, 2023
CostAccumulated AmortizationNet
Amortizable intangible assets:(In thousands)
Developed technology$778,609 $(408,446)$370,163 
Customer relationships523,074 (252,195)270,879 
Supplier relationships49,756 (24,046)25,710 
Trade names25,968 (22,330)3,638 
Order backlog10,000 (10,000)— 
Patent3,968 (852)3,116 
Total amortizable intangible assets1,391,375 (717,869)673,506 
Non-amortizable intangible assets:
Telecommunication licenses4,920 — 4,920 
Trademarks and other295 — 295 
Total$1,396,590 $(717,869)$678,721 
As of December 31, 2022
CostAccumulated AmortizationNet
Amortizable intangible assets:(In thousands)
Developed technology$795,753 $(335,893)$459,860 
Customer relationships538,466 (204,241)334,225 
Supplier relationships56,922 (19,846)37,076 
Trade names30,342 (20,106)10,236 
Order backlog10,000 (10,000)— 
Patent4,028 (705)3,323 
Total amortizable intangible assets1,435,511 (590,791)844,720 
Non-amortizable intangible assets:
Telecommunication licenses4,920 — 4,920 
Trademarks and other295 — 295 
Total$1,440,726 $(590,791)$849,935 
Amortization expense was $48.9 million and $51.7 million for the three months ended September 30, 2023 and 2022, respectively, and $150.0 million and $155.4 million for the nine months ended September 30, 2023 and 2022, respectively.
Total estimated future amortization expense is as follows:
As of September 30, 2023
Year Ended December 31,(In thousands)
2023 (remaining three months)$48,922 
2024191,486 
2025187,912 
2026117,416 
202769,871 
Thereafter57,899 
Total$673,506