Biggest changeOur cost of revenue, gross profit and gross margin for the years ended December 31, 2023 and 2022 were as follows (in thousands, except percentages): Year ended December 31, Increase (decrease) from prior year 2023 2022 $ % Cost of revenue: Product $ 250,609 $ 245,145 $ 5,464 2.2 % Service 139,357 142,137 (2,780) (2.0) % Amortization of acquired technology 28,290 31,542 (3,252) (10.3) % Total cost of revenue $ 418,256 $ 418,824 $ (568) (0.1) % Gross profit $ 408,083 $ 400,936 $ 7,147 1.8 % Gross margin 49.4 % 48.9 % Our segment cost of revenue, gross profit and gross margin for the years ended December 31, 2023 and 2022 were as follows (in thousands, except percentages): Year ended December 31, 2023 Year ended December 31, 2022 Cloud and Edge IP Optical Networks Total Cloud and Edge IP Optical Networks Total Product $ 72,081 $ 178,528 $ 250,609 $ 80,570 $ 164,575 $ 245,145 Service 92,644 46,713 139,357 98,799 43,338 142,137 Amortization of acquired technology 12,904 15,386 28,290 18,471 13,071 31,542 Total cost of revenue $ 177,629 $ 240,627 $ 418,256 $ 197,840 $ 220,984 $ 418,824 Gross profit $ 300,018 $ 108,065 $ 408,083 $ 310,297 $ 90,639 $ 400,936 Gross margin 62.8 % 31.0 % 49.4 % 61.1 % 29.1 % 48.9 % Our gross margin was slightly higher with a 0.5 percentage point increase in 2023 compared to 2022.
Biggest changeOur cost of revenue, gross profit and gross margin for the years ended December 31, 2024 and 2023 were as follows (in thousands, except percentages): Year ended Increase/(decrease) December 31, from prior year 2024 2023 $ % Cost of revenue: Product $ 228,527 $ 250,609 $ (22,082) (8.8) % Service 140,949 139,357 1,592 1.1 % Amortization of acquired technology 24,893 28,290 (3,397) (12.0) % Total cost of revenue $ 394,369 $ 418,256 $ (23,887) (5.7) % Gross profit $ 439,512 $ 408,083 $ 31,429 7.7 % Gross margin 52.7 % 49.4 % 50 Our segment cost of revenue, gross profit and gross margin for the years ended December 31, 2024 and 2023 were as follows (in thousands, except percentages): Year ended Year ended December 31, 2024 December 31, 2023 Cloud and IP Optical Cloud and IP Optical Edge Networks Total Edge Networks Total Product $ 73,684 $ 154,843 $ 228,527 $ 72,081 $ 178,528 $ 250,609 Service 94,579 46,370 140,949 92,644 46,713 139,357 Amortization of acquired technology 7,677 17,216 24,893 12,904 15,386 28,290 Total cost of revenue $ 175,940 $ 218,429 $ 394,369 $ 177,629 $ 240,627 $ 418,256 Gross profit $ 329,217 $ 110,295 $ 439,512 $ 300,018 $ 108,065 $ 408,083 Gross margin 65.2 % 33.6 % 52.7 % 62.8 % 31 % 49.4 % Our gross margin was 3.3 percentage points higher in 2024 compared to 2023.
On March 24, 2023, we received $9.4 million, consisting of $0.4 million of interest and $9.0 million for the sale of $170 million of the $340 million notional amount of our interest rate swap back to our counterparty, reducing the notional amount to $170 million.
On March 24, 2023, we received $9.4 million, consisting of $0.4 million of interest and $9.0 million for the sale of $170 million of our $340 million notional amount interest rate swap back to our counterparty, reducing the notional amount to $170 million.
While we have business continuity plans in place to address the military call-ups, it could affect the timing of projects in the short-term as the work is shifted to other team members both inside and outside of Israel. Further, the U.S. and other European countries have imposed sanctions and trade restrictions against Russia in connection with the war in Ukraine.
While we have business continuity plans in place to address the military call-ups, it could affect the timing of projects in the short-term as the work is shifted to other team members both inside and outside of Israel. The U.S. and other European countries have imposed sanctions and trade restrictions against Russia in connection with the war in Ukraine.
The preparation of these financial statements requires us to make 43 estimates and judgments that affect the reported amounts of assets, liabilities, revenue and expenses, and related disclosure of contingent assets and liabilities. We base our estimates and judgments on historical experience, knowledge of current conditions and beliefs of what could occur in the future given available information.
The preparation of these financial statements requires us to make estimates and judgments that affect the reported amounts of assets, liabilities, revenue and expenses, and related disclosure of contingent assets and liabilities. We base our estimates and judgments on historical experience, knowledge of current conditions and beliefs of what could occur in the future given available information.
In connection with the 2022 Restructuring Plan, we recorded restructuring and related expense of $6.3 million in 2023, comprised of $5.3 million for variable and other facilities-related costs and $1.0 million for accelerated amortization of lease assets no longer being used with no ability or intent to sublease.
In 2023, we recorded $6.3 million of expense for the 2022 Restructuring Plan, comprised of $5.3 million for variable and other facilities-related costs, and $1.0 million for accelerated amortization of lease assets no longer being used with no ability or intent to sublease.
Our stock-based compensation cost is measured at the grant date based on the fair value of the award and is recognized as expense over the requisite service period, which is generally the vesting period. 45 We use the Black-Scholes valuation model for estimating the fair value on the date of grant of employee stock options.
Our stock-based compensation cost is measured at the grant date based on the fair value of the award and is recognized as expense over the requisite service period, which is generally the vesting period. We use the Black-Scholes valuation model for estimating the fair value on the date of grant of employee stock options.
Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations The following discussion should be read in conjunction with our financial statements and the related notes included in Item 8, "Financial Statements and Supplementary Data” in this Annual Report on Form 10-K.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations The following discussion should be read in conjunction with our financial statements and the related notes included in Item 8, “Financial Statements and Supplementary Data” in this Annual Report on Form 10-K.
The portion of the gain in Accumulated other comprehensive income related to the term loan debt prepaid on the date of the final sale of our swap totaled $7.3 million and was released into earnings immediately as Other expense, net.
The portion of the gain in accumulated other comprehensive (loss) income related to the term loan debt prepaid on the date of the final sale of our swap totaled $7.3 million and was released into earnings immediately as Other expense, net.
On August 16, 2022, we sold another $30 million of the notional amount of our interest rate swap back to our counterparty for $1.6 million, reducing the notional amount to $340 million, which approximated the term loan debt then outstanding.
On August 16, 2022, we sold another $30 million of the notional amount of our interest 55 rate swap back to our counterparty for $1.6 million, reducing the notional amount to $340 million, which approximated the term loan debt then outstanding.
We recorded restructuring and related expense of $16.2 million in 2023, comprised of $9.9 million for severance and related costs, and $6.3 million for variable and other facilities-related costs, including $1.0 million of net expense for the accelerated amortization of lease assets.
In 2023, we recorded restructuring and related expense of $16.2 52 million, comprised of $9.9 million for severance and related costs, and $6.3 million for variable and other facilities-related costs, including $1.0 million of net expense for the accelerated amortization of lease assets.
Determining whether products and services are considered distinct performance obligations that should be accounted for separately versus together may require significant judgment. 44 Judgment is required to determine the SSP for each distinct performance obligation.
Determining whether products and services are considered distinct performance obligations that should be accounted for separately versus together may require significant judgment. Judgment is required to determine the SSP for each distinct performance obligation.
Our operating activities provided $17 million of cash in 2023, primarily resulting from our net loss, which was more than offset by certain non-cash expenses, such as amortization of intangible assets, stock-based compensation, depreciation and amortization of property and equipment, amortization of debt issuance costs and the change in the fair value of our preferred stock and warrant liabilities, including dividends on our preferred stock, partially offset by deferred income taxes and the gain on the sale of our interest rate swap.
Our operating activities provided $17.1 million of cash in 2023, primarily resulting from our net loss, which was more than offset by certain non-cash expenses, such as amortization of intangible assets, stock-based compensation, depreciation and amortization of property and equipment, amortization of debt issuance costs and the change in the fair value of our preferred stock and warrant liabilities, including dividends on our preferred stock, partially offset by deferred income taxes and the gain 56 on the sale of our interest rate swap.
On March 27, 54 2023, we received $9.8 million, consisting of $0.4 million of interest and $9.4 million for the sale of the remaining $170 million of our interest rate swap back to our counterparty.
On March 27, 2023, we received $9.8 million, consisting of $0.4 million of interest and $9.4 million for the sale of the remaining $170 million of our interest rate swap back to our counterparty.
We are subject to various legal claims. We reserve for legal contingencies and legal fees when the amounts are probable and reasonably estimable. Stock-Based Compensation.
We are subject to various legal claims. We reserve for legal contingencies and legal fees when the amounts are probable and reasonably estimable. 45 Stock-Based Compensation.
During 2023 and 2022, we performed an analysis to determine if, based on all available evidence, we considered it more likely than not that some portion or all of the recorded deferred tax assets will not be realized in a future period.
During 2024 and 2023, we performed an analysis to determine if, based on all available evidence, we considered it more likely than not that some portion or all of the recorded deferred tax assets will not be realized in a future period.
As a result of our evaluations, in 2023, for the U.S. deferred tax assets, we concluded that deferred tax assets are generally realizable, with the exception of certain federal and state net operating loss carryforwards, as well as certain tax credits, that are not anticipated to be utilized.
As a result of our evaluations, in 2024, for the U.S. deferred tax assets, we concluded that deferred tax assets are generally realizable, with the exception of certain federal and state net operating loss carryforwards, as well as certain tax credits, that are not anticipated to be utilized.
If we elect to repatriate all of the funds held by our non-U.S. subsidiaries as of December 31, 2023, we do not believe that the amounts of potential withholding taxes that would arise from the repatriation would have a material effect on our liquidity.
If we elect to repatriate all of the funds held by our non-U.S. subsidiaries as of December 31, 2024, we do not believe that the amounts of potential withholding taxes that would arise from the repatriation would have a material effect on our liquidity.
In addition, we received $53 million of proceeds from the issuance of the Preferred Stock and Warrants in the Private Placement.
In addition, we received $53.4 million of proceeds from the issuance of the Preferred Stock and Warrants in the Private Placement.
Accordingly, we are required to recognize deferred taxes for 2023 on the outside basis differences related to the foreign subsidiaries, the largest of these differences being undistributed earnings. 47 We assess all material positions taken in any income tax return, including all significant uncertain positions, in all tax years that are still subject to assessment or challenge by relevant taxing authorities.
Accordingly, we are required to recognize deferred taxes for 2024 on the outside basis differences related to the foreign subsidiaries, the largest of these differences being undistributed earnings. We assess all material positions taken in any income tax return, including all significant uncertain positions, in all tax years that are still subject to assessment or challenge by relevant taxing authorities.
Accounting for Income Taxes. Our provision for income taxes is comprised of both current taxes and deferred taxes. The current income tax provision is generally calculated as the estimated taxes payable or refundable on tax returns to be filed for the year ended December 31, 2023.
Accounting for Income Taxes. Our provision for income taxes is comprised of both current taxes and deferred taxes. The current income tax provision is generally calculated as the estimated taxes payable or refundable on tax returns to be filed for the year ended December 31, 2024.
We recorded other expense, net, aggregating $3.8 million in 2023, primarily comprised of the $5.3 million fair value adjustment of our Preferred Stock and Warrants, including dividends on the Preferred Stock, and $3.5 million of costs incurred in the Private Placement, partially offset by the gain of $7.3 million recognized from Accumulated other comprehensive income in connection with the sale of our interest rate swap .
We recorded other expense, net, aggregating $3.8 million in 2023, primarily comprised of $5.3 million fair value adjustments for our Preferred Stock and Warrants, including dividends on the Preferred Stock, and $3.5 million of costs incurred in the Private Placement, partially offset by the gain of $7.3 million recognized from Accumulated other comprehensive income in connection with the sale of our interest rate swap.
In 2022, we recorded $10.2 million of expense for the 2022 Restructuring Plan, comprised of $3.3 million for variable and other facilities-related costs, $1.6 million for accelerated amortization of lease assets no longer being used with no ability or intent to sublease, and $5.3 million for severance and related costs for approximately 70 employees.
In 2022, we recorded $10.2 million of expense for the 2022 Restructuring Plan, comprised of $3.3 million for variable and other facilities-related costs, $1.6 million for accelerated amortization of lease assets no longer being used with no ability or intent to sublease, and $5.3 million for severance and related costs.
In conjunction with the Sixth Amendment, we made a $75 million prepayment that was applied to the final payment due upon maturity in March 2025 of approximately $200.3 million. The $75 million prepayment was almost entirely funded with the net proceeds from the Private Placement and the sales of our interest rate swap.
In conjunction with the Sixth Amendment, we made a $75 million prepayment that was applied to the final payment due upon maturity in March 2025. The $75 million prepayment was almost entirely funded with the net proceeds from the Private Placement and the sales of our interest rate swap.
Judgments concerning the recognition and measurement of a tax benefit might change as new information becomes available. Results of Operations Years Ended December 31, 2023 and 2022 Revenue.
Judgments concerning the recognition and measurement of a tax benefit might change as new information becomes available. Results of Operations Years Ended December 31, 2024 and 2023 Revenue.
The Sixth Amendment, among other things, increased the Maximum Consolidated Net Leverage Ratio (as defined in the 2020 Credit Facility), with the first, second and third quarters of 2023 increasing to 4.50:1.00 and then decreasing to 4.25:1.00 and 4.00:1.00 in the fourth quarter of 2023 and the first quarter of 2024, respectively.
The Sixth Amendment, among other things, increased the Maximum Consolidated Net Leverage Ratio (as defined in the 2020 Credit Facility), with the first, second and third quarters of 2023 increasing to 4.50:1.00. In the fourth quarter of 2023 and the first quarter of 2024, the Maximum Consolidated Net Leverage Ratio declined to 4.25:1.00 and 4.00:1.00, respectively.
We write down our evaluation equipment at the time of shipment to our customers, as it is not probable that the inventory value will be realizable. Investments . We received debentures (the "Debentures") and warrants (the "AVCT Warrants") as sale consideration in connection with our December 1, 2020 sale of the Kandy Communications Business to American Virtual Cloud Technologies, Inc.
We write down our evaluation equipment at the time of shipment to our customers, as it is not probable that the inventory value will be realizable. Investments . We received debentures (the “Debentures”) and warrants (the “AVCT Warrants”) as sale consideration in connection with our December 1, 2020 sale of the Kandy Communications Business to American Virtual Cloud Technologies, Inc.
In connection with the conversion of the Debentures to the Debenture Shares, we elected to use the fair value option to account for its equity investment in AVCT as permitted under Accounting Standards Codification ("ASC") 825, Financial Instruments ("ASC 825"), which then refers to ASC 820, Fair Value Measurement ("ASC 820") to provide the fair value framework for valuing such investments.
In connection with the conversion of the Debentures to the Debenture Shares, we elected to use the fair value option to account for its equity investment in AVCT as permitted under Accounting Standards Codification (“ASC”) 825, Financial Instruments (“ASC 825”), which then refers to ASC 820, Fair Value Measurement (“ASC 820”) to provide the fair value framework for valuing such investments.
Upon determination by the Compensation Committee of the number of shares that will be received upon vesting, such number of shares becomes fixed and the unamortized expense is recorded through the remainder of the service period, at which time any performance-based stock units earned will vest pending each executive's continued employment with us through that date.
Upon determination by the Compensation Committee of the number of shares that will be received upon vesting, such number of shares becomes fixed and the unamortized expense is recorded through the remainder of the service period, at which time any performance-based stock units earned will vest pending each employee’s continuing employment with us through that date.
During the years ended December 31, 2023 and 2022, such a derivative was used to hedge the variable cash flows associated with the outstanding borrowings under the 2020 Credit Facility and we have accounted for this derivative as an effective hedge until the final portion of the swap was sold on March 27, 2023.
During the year ended December 31, 2023, such a derivative was used to hedge the variable cash flows associated with the outstanding borrowings under the 2020 Credit Facility and we accounted for this derivative as an effective hedge until the final portion of the swap was sold on March 27, 2023.
The Fifth 53 Amendment allowed us to incur junior secured or unsecured debt in an amount no less than $50 million, subject to certain conditions, including the requirement that 50% of the aggregate amount of such incurred debt (net of certain costs, fees and other amounts) must be applied to prepay the 2020 Credit Facility, and compliance with certain leverage ratio-based covenant exceptions.
The 2020 Credit Facility, as amended, allowed us to incur junior secured or unsecured debt in an amount no less than $50 million, subject to certain conditions, including the requirement that 50% of the aggregate amount of such incurred debt (net of certain costs, fees and other amounts) must be applied to prepay the 2020 Credit Facility and compliance with certain leverage ratio-based covenant exceptions.
We assess each valuation methodology based upon the relevance and availability of the data at the time the valuation is performed and the methodologies are weighted appropriately. Based upon the completion of our 2023 and 2022 annual test for goodwill impairment, we determined that there was no impairment of goodwill for either of our reporting units.
We assess each valuation methodology based upon the relevance and availability of the data at the time the valuation is performed and the methodologies are weighted appropriately. Based upon the completion of our 2024, 2023, and 2022 annual tests for goodwill impairment, we determined that there was no impairment of goodwill for either of our reporting units. Leases .
Private Placement On March 28, 2023, we issued 55,000 shares of newly designated Series A Preferred Stock (the "Preferred Stock") to investors in a private placement offering at a price of $970 per share, along with 4.9 million warrants (the "Warrants") to purchase shares of our common stock, par value $0.0001 per share (the "Private Placement"), at an exercise price of $3.77 per share.
Private Placement On March 28, 2023, we issued 55,000 shares of newly designated Series A Preferred Stock (the “Preferred Stock”) to investors in a private placement offering at a price of $970 per share, along with 4.9 million warrants (the “Warrants”) to purchase shares of our common stock, par value $0.0001 per share (the “Private Placement”), at an exercise price of $3.77 per share.
Operating Segments Our CODM assesses our performance based on the performance of two separate organizations within Ribbon, the Cloud and Edge operating segment ("Cloud and Edge") and the IP Optical Networks operating segment ("IP Optical Networks"). For additional details regarding our operating segments, see Note 18 - Operating Segment Information to our consolidated financial statements.
Operating Segments Our CODM assesses our performance based on the performance of two separate organizations within Ribbon, the Cloud and Edge operating segment (“Cloud and Edge”) and the IP Optical Networks operating segment (“IP Optical Networks”). For additional details regarding our operating segments, see Note 18 - Operating Segment Information to our consolidated financial statements.
The rate at which we consume cash is dependent on the cash needs of our future operations, including our contractual obligations at December 31, 2023, primarily comprised of our debt principal and interest obligations as described above, and our operating lease and purchase obligations.
The rate at which we consume cash is dependent upon the cash needs of our future operations, including our contractual obligations at December 31, 2024, primarily comprised of our debt principal and interest obligations as described above, and our operating lease and purchase obligations.
We anticipate that we will record nominal future expense for severance in connection with the 2023 Restructuring Plan. In February 2022, our Board of Directors approved the 2022 Restructuring Plan to streamline our operations in order to support our investment in critical growth areas.
We anticipate that we will record nominal future expense for severance in connection with the 2023 Restructuring Plan. In February 2022, our Board of Directors approved a strategic restructuring program (the “2022 Restructuring Plan”) to streamline our operations in order to support our investment in critical growth areas.
Under the cost-to-cost measure of progress, the progress toward completion is measured based on the ratio of costs incurred to date to the total estimated costs at completion of the performance obligation.
The progress toward completion is measured based on the ratio of costs incurred to date to the total estimated costs at completion of the performance obligation.
Accordingly, we have maintained a valuation allowance on our U.S. deferred tax assets of $ 23.9 million. As a result of our evaluations for Israel, we maintained a full valuation allowance against our net deferred tax assets in Israel.
Accordingly, we have maintained a valuation allowance on our U.S. deferred tax assets of $18.6 million. As a result of our evaluations for Israel, we maintained a full valuation allowance against our net deferred tax assets in Israel.
Costs to fulfill these obligations include internal labor as well as subcontractor costs. We offer customer training courses, for which the related revenue is typically recognized as the training services are performed. Our contracts with customers often include promises to transfer multiple products and services to the customer.
Costs to fulfill these obligations can include internal labor as well as subcontractor costs. We offer customer training courses, for which the related revenue is typically recognized over the period the training services are performed, typically over one to five days. Our contracts with customers often include promises to transfer multiple products and services to the customer.
Based on our current expectations, we believe our current cash balance, the cash generated from our operations, and borrowings available under the 2020 Credit Facility, will be sufficient to meet our anticipated cash needs for working capital and capital expenditures for at least twelve months from the date of issuance of these financial statements.
Based on our current expectations, we believe our current cash balances and available borrowings under the 2024 Credit Facility will be sufficient to meet our anticipated cash needs for working capital and capital expenditures for at least twelve months from the date of issuance of these financial statements.
We continue to see near-term impacts on our business due to inflation, including ongoing global price pressures driving up energy prices, component costs, freight premiums, and other operating costs above normal rates.
We continue to see near-term impacts on our business due to inflation, including ongoing global price pressures resulting in higher energy prices, component costs, freight premiums, and other operating costs above normal rates.
Although headline inflation in the United States and Europe appears to have reached a peak , core inflation (excluding food and energy prices) remains elevated and is a source of continued cost pressure on businesses and households.
Although headline inflation in the United States and Europe appears to be easing, core inflation (excluding food and energy prices) remains elevated and is a source of continued cost pressure on businesses and households.
The gain in Accumulated other comprehensive income related to the $60 million notional amount sold of $3.1 million is being released into earnings on a straight-line basis over the remaining term of the 2020 Credit Facility as a decrease to interest expense, the amortization of which totaled $0.9 million for the year ended December 31, 2023.
The gain in accumulated other comprehensive (loss) income related to the $60 million notional amount sold of $3.1 million was being released into earnings on a straight line basis over the remaining term of the 2020 Credit Facility as a decrease to interest expense, the amortization of which totaled $0.4 million and $0.9 million for the years ended December 31, 2024 and 2023, respectively.
We had cash held by our non-U.S. subsidiaries aggregating approximately $16 million and $15 million at December 31, 2023 and 2022, respectively.
We had cash held by our non-U.S. subsidiaries aggregating approximately $18 million and $16 million at December 31, 2024 and 2023, respectively.
We anticipate devoting substantial capital resources to continue our research and development efforts, to maintain our sales, support and marketing, and for other general corporate activities. We further believe that our financial resources, along with managing discretionary expenses, will allow us to manage the ongoing impact of inflation and the supply chain disruptions on our business operations.
We anticipate devoting substantial capital resources to continue our R&D efforts, to maintain our sales, support and marketing, and for other general corporate activities. We believe that our financial resources, along with managing discretionary expenses, will allow us to manage the ongoing impact of inflation on our business operations.
The portion of the gain in Accumulated other comprehensive income related to our remaining term loan debt balance totaled $12.0 million and is being released into earnings on a straight-line basis over the remaining term of the 2020 Credit Facility as a decrease to interest expense, the amortization of which was $4.7 million for the year ended December 31, 2023.
The portion of the gain in accumulated other comprehensive (loss) income related to our remaining term loan debt balance totaled $12.0 million and was being released into earnings on a straight line basis over the remaining term of the 2020 Credit Facility as a decrease to interest expense beginning in the second quarter of 2023, the amortization of which was $3.0 million and $4.7 million for the years ended December 31, 2024 and 2023, respectively.
These sanctions and restrictions currently prohibit our ability to sell certain products and services. The sanctions continue to evolve and further changes in the current sanctions or trade restrictions could further limit our ability to sell products and services to customers in Russia and, our ability to collect on outstanding accounts receivable from such customers.
The sanctions continue to evolve and further changes in the current sanctions or trade restrictions could further limit our ability to sell products and services to customers in Russia, our ability to collect on outstanding accounts receivable from such customers, and our ability to repatriate funds.
Research and development ("R&D") expenses consist primarily of salaries and related personnel expenses and prototype costs for the design, development, testing and enhancement of our products.
Research and Development. Research and development (“R&D”) expenses consist primarily of salaries and related personnel expenses and prototype costs for the design, development, testing and enhancement of our products.
The following customer contributed 10% or more of our revenue in the years ended December 31, 2023 and 2022: Year ended December 31, 2023 2022 Verizon Communications Inc. 11% 15% Revenue earned from customers domiciled outside the United States was 58% and 57% of total revenue in 2023 and 2022, respectively.
The following customer contributed 10% or more of our revenue in the years ended December 31, 2024 and 2023: Year ended December 31, December 31, Customer 2024 2023 Verizon Communications Inc. 14 % 11 % 49 Revenue earned from customers domiciled outside the United States was 53% and 58% of total revenue in 2024 and 2023, respectively.
Cash Flows from Financing Activities Our financing activities used $48 million of cash in 2023, primarily due to $95 million of principal payments on our term debt, including a $75 million prepayment in connection with the Sixth Amendment to the 2020 Credit Facility, $2 million of debt issuance costs also paid in connection with the Sixth Amendment, and $4 million for the payment of tax withholding 55 related to the net share settlements of restricted stock awards upon vesting.
Our financing activities used $47.9 million of cash in 2023, primarily due to $95.1 million of principal payments on our term debt, including a $75.0 million prepayment in connection with the Sixth Amendment to the 2020 Credit Facility, $1.7 million of debt issuance costs also paid in connection with the Sixth Amendment, and $4.5 million for the payment of tax withholding related to the net share settlements of restricted stock awards upon vesting.
Any ineffective portion of the change in fair value of the derivative was recognized directly in earnings. However, during the years ended December 31, 2023, 2022 and 2021, we recorded no hedge ineffectiveness. In the year ended December 31, 2023, we recorded $7.3 million of Other expense, net due to the sale of our interest rate swap arrangement .
Any ineffective portion of the change in fair value of the derivative would be recognized directly in earnings. However, we recorded no hedge ineffectiveness over the life of our swap. In the year ended December 31, 2023, we recorded $7.3 million of Other expense, net due to the sale of our interest rate swap arrangement.
In addition, the Sixth Amendment replaced LIBOR with the Secured Overnight Financing Rate ("SOFR") as the alternative rate that may be used by us for calculating interest owed under the 2020 Credit Facility, with the margin now fixed at 4.5%.
In addition, the Sixth Amendment replaced LIBOR with the Secured Overnight Financing Rate ("SOFR") as the alternative rate available to us for calculating interest owed under the 2020 Credit Facility with the margin fixed at 4.5%.
The product revenue is typically recognized upon transfer of control or when the software is made available for download, as this is the point that the user of the software can direct the use of, and obtain substantially all of the remaining benefits from, the functional intellectual property.
The product revenue related to our perpetual licenses is typically recognized when the software is made available for download, as this is the point that the user of the software can direct the use of and obtain substantially all of the remaining benefits from the functional intellectual property.
At December 31, 2023, we had $7.9 million of letters of credit, bank guarantees, and performance and bid bonds outstanding (collectively, "Guarantees"), comprised of $2.7 million of letters of credit under the 2020 Credit Facility described above (the "Letters of Credit") and $5.2 million of bank guarantees and performance and bid bonds (collectively, the "Other Guarantees").
At December 31, 2023, we had Guarantees aggregating $7.9 million, comprised of $2.7 million of letters of credit under the 2020 Credit Facility described above and $5.2 million of Other Guarantees.
We were in compliance with all covenants of the 2020 Credit Facility at both December 31, 2023 and 2022 , including the current Consolidated Net Leverage Ratio calculation that considers our debt to include Preferred Stock. We use letters of credit, bank guarantees, and performance and bid bonds in the course of our business.
We were in compliance with all covenants of the 2024 Credit Facility and 2020 Credit Facility at December 31, 2024 and 2023, respectively, including the Consolidated Net Leverage Ratio calculation under the 2020 Credit Facility that considered our debt to include Preferred Stock. We use letters of credit, bank guarantees and surety bonds in the course of our business.
Also, the Sixth Amendment reduced the minimum Consolidated Fixed Charge Coverage Ratio (as defined in the 2020 Credit Facility) to 1.10:1.00 through the first quarter of 2024 and in all subsequent quarters the ratio will be fixed at 1.25:1.00.
Also, the Sixth Amendment reduced the minimum Consolidated Fixed Charge Coverage Ratio (as defined in the 2020 Credit Facility) to 1.10:1.00 through the first quarter of 2024.
R&D expenses for the years ended December 31, 2023 and 2022 were as follows (in thousands, except percentages): Year ended December 31, Decrease from prior year 2023 2022 $ % $ 190,660 $ 203,676 $ (13,016) (6.4) % The decrease in our research and development expenses in 2023 compared to 2022 was primarily attributable to approximately $8 million of lower expenses in our IP Optical Networks segment and approximately $5 million of lower expenses in our Cloud and Edge segment.
R&D expenses for the years ended December 31, 2024 and 2023 were as follows (in thousands, except percentages): Year ended Decrease December 31, from prior year 2024 2023 $ % $ 179,941 $ 190,660 $ (10,719) (5.6) % The decrease in our research and development expenses in 2024 compared to 2023 was primarily attributable to approximately $9 million of lower expenses in our IP Optical Networks segment and approximately $2 million of lower expenses in our Cloud and Edge segment.
Acquisition- and disposal-related expenses include professional and services fees, such as legal, audit, consulting, paying agent and other fees. Integration-related expenses 51 represent incremental costs related to combining our systems and processes with those of acquired businesses, such as third-party consulting and other third-party services.
Acquisition- and disposal-related expenses include professional and services fees, such as legal, audit, consulting, paying agent and other fees. Integration-related expenses represent incremental costs related to combining our systems and processes with those of acquired businesses, such as third-party consulting and other third-party services. We recorded no such expenses in 2024 compared to $4.5 million recorded in 2023.
Because control transfers over time, revenue is recognized based on progress toward completion of the performance obligation. The method to measure progress toward completion requires judgment and is based on the nature of the products or services to be provided.
Our professional services include consulting, technical support, resident engineer services, design services and installation services. Because control transfers over time, revenue is recognized based on progress toward completion of the performance obligation. The method to measure progress toward completion requires judgment and is based on the nature of the products or services to be provided.
Our interest rates under our 2020 Term Loan benefited from a hedge instrument that was in place, specifically a fixed rate swap, until the instrument was sold in March 2023 (see Note 15).
Our interest rates under our 2020 Term Loan for the year ended December 31, 2023 benefited from a hedge instrument that was in place, specifically a fixed rate swap, which was sold in March 2023 (see Note 10).
Debt issuance costs associated with the Sixth Amendment totaled $1.7 million and are being amortized on a straight-line basis over the remaining life of the 2020 Credit Facility to Interest expense, net.
Debt issuance costs associated with the Sixth Amendment totaled $1.7 million and were being amortized on a straight-line basis over the remaining life of the 2020 Credit Facility to Interest expense, net and were written off in conjunction with the early extinguishment of the 2020 Credit Facility on June 21, 2024.
These assumptions require significant judgment about the forecasts of future taxable income and are consistent with the plans and estimates we are using to manage our underlying businesses. Such assessment is completed on a jurisdiction-by-jurisdiction basis.
These assumptions require significant judgment about the forecasts of future taxable income and are consistent with the plans and estimates we are using to manage our underlying businesses.
The degree to which the ongoing wars in Israel and Ukraine and the inflationary and high interest rate environment impacts our future business, financial position and results of operations will depend on developments beyond our control, including the duration of the global economic downturn that has resulted from these factors. The Ongoing Wars in Israel and Ukraine .
The degree to which the ongoing wars in Israel and Ukraine and the inflationary and high interest rate environment impacts our future business, financial position and results of operations will depend on developments beyond our control. The Ongoing Wars in Israel and Ukraine .
The 2022 Restructuring Plan includes, among other things, charges related to a consolidation of facilities and a workforce reduction. Any positions eliminated in countries outside the United States are subject to local law and consultation requirements.
The 2022 Restructuring Plan includes, among other things, charges related to a consolidation of facilities and a workforce reduction. Any positions eliminated in countries outside the United States are subject to local law and consultation requirements. In connection with the 2022 Restructuring Plan, we recorded restructuring and related expense of $6.1 million in 2024 for variable and other facilities-related costs.
This increase was the result of higher margins in both of our segments. The higher margin in our IP Optical segment was due to higher sales volume, favorable mix, lower product costs and royalties, and improved absorption of fixed costs from higher sales.
This increase was the result of higher margins in both of our segments. The higher margin in our IP Optical segment was due to favorable regional mix, partially offset by lower sales volume and higher royalties.
We have provided for income taxes on the undistributed earnings of our non-U.S. subsidiaries as of December 31, 2023, excluding Ireland and Israel, which are indefinitely reinvested.
Such assessment is completed on a jurisdiction-by-jurisdiction basis. 47 We have provided for income taxes on the undistributed earnings of our non-U.S. subsidiaries as of December 31, 2024, excluding Ireland and Israel, which are indefinitely reinvested.
Amortization of acquired intangible assets included in Operating expenses ("Opex Amortization") for the years ended December 31, 2023 and 2022 was as follows (in thousands, except percentages): Year ended December 31, Decrease from prior year 2023 2022 $ % $ 28,601 $ 29,646 $ (1,045) (3.5) % Opex Amortization was lower in 2023 compared to 2022 due to our method of amortization.
Amortization of acquired intangible assets included in Operating expenses (“Opex Amortization”) for the years ended December 31, 2024 and 2023 was as follows (in thousands, except percentages): Year ended Decrease December 31, from prior year 2024 2023 $ % $ 25,969 $ 28,601 $ (2,632) (9.2) % Opex Amortization was lower in 2024 compared to 2023 due to our method of amortization.
Interest rate swaps designated as cash flow hedges involve the receipt of variable amounts from a counterparty in exchange for making fixed-rate payments over the life of an agreement without exchange of the underlying notional amount.
To accomplish this objective, we have used an interest rate swap as part of our interest rate risk management strategy. Interest rate swaps designated as cash flow hedges involve the receipt of variable amounts from a counterparty in exchange for making fixed-rate payments over the life of an agreement without exchange of the underlying notional amount.
Higher product revenue in our IP Optical Networks segment and lower operating expenses company-wide due to our various cost saving initiatives, including lower employee and facilities expenses, have all positively affected our operating cash flow in 2023.
Higher product revenue in our IP Optical Networks segment and lower operating expenses company-wide due to our various cost saving initiatives, including lower employee and facilities expenses, all positively affected our operating cash flow in 2023. Cash Flows from Investing Activities Our investing activities used cash of $22.9 million and $9.5 million in 2024 and 2023, respectively.
The swap was to mature on March 3, 2025, the same date the 2020 Credit Facility matures. On July 22, 2022, we sold $30 million of the notional amount of our interest rate swap back to our counterparty for $1.5 million, reducing the notional amount of this swap to $370 million.
On July 22, 2022, we sold $30 million of the notional amount of our interest rate swap back to our counterparty for $1.5 million, reducing the notional amount of this swap to $370 million.
The 2023 Restructuring Plan includes, among other things , charges related to a workforce reduction . Any potential positions eliminated in countries outside the United States are subject to local law and consultation requirements. We recorded restructuring and related expense of $9.9 million in 2023 in connection with the 2023 Restructuring Plan for severance related costs for approximately 200 employees.
Any potential positions eliminated in countries outside the United States are subject to local law and consultation requirements. In connection with the 2023 Restructuring Plan, we recorded restructuring and related expense for severance related costs of $2.0 million and $9.9 million in 2024 and 2023, respectively.
Any impairment charges are reported separately in our consolidated statements of operations. 46 Judgment is required in determining whether an event has occurred that may impair the value of goodwill, identifiable intangible assets or other long-lived assets.
Judgment is required in determining whether an event has occurred that may impair the value of goodwill, identifiable intangible assets or other long-lived assets.
Subsequent to the Fifth Amendment, we are required to make quarterly principal payments on the 2020 Term Loan aggregating approximately $5.0 million per quarter through March 31, 2024 and $10.0 million in each of the three quarters thereafter, with the final payment due on the maturity date in March 2025.
Quarterly principal payments were required on the 2020 Term Loan aggregating approximately $5.0 million per quarter through March 31, 2024, and if the refinancing had not occurred, $10.0 million would have been required in each of the three quarters thereafter, with the remaining and final payment due on the maturity date in March 2025.
Our 2023 operating expenses included $28.6 million of amortization of acquired intangible assets, $4.5 million of acquisition-, disposal- and integration-related expense, and $16.2 million of restructuring and related expense. Our 2022 operating expenses included $29.6 million of amortization of acquired intangible assets, $6.3 million of acquisition-, disposal- and integration-related expense, and $10.8 million of restructuring and related expense.
Our 2023 operating expenses included $28.6 million of amortization of acquired intangible assets, $4.5 million of acquisition-, disposal- and integration-related expense, and $16.2 million of restructuring and related expense. We recorded stock-based compensation expense of $16.1 million in 2024 and $21.8 million in 2023.
These sales were made through both our direct sales team and indirect sales channel partners. Revenue from indirect sales through our channel partner program was 35% and 30% of our product revenue in 2023 and 2022, respectively. The increase in channel sales reflects stronger deployments through systems integrators as well as sell-through from our Service Provider channel partners.
Revenue from indirect sales through our channel partner program was 38% and 35% of our product revenue in 2024 and 2023, respectively. The increase in channel sales in 2024 reflects stronger IP Optical Networks deployments through systems integrators as well as sell-thru service provider channel partners in Eastern Europe.
In these cases, inventory is written down to estimated realizable value based on historical usage and expected demand. Inherent in our estimates of market value in determining inventory valuation are estimates related to economic trends, future demand for our products and technical obsolescence of our products.
Inherent in our estimates of market value in determining inventory valuation are estimates related to economic trends, future demand for our products and technical obsolescence of our products.
We account for the Preferred Stock and Warrants as liability-classified instruments based on an assessment of their specific terms in accordance with ASC Topic 480, Distinguishing Liabilities from Equity . The fair value option was elected for the Preferred Stock, as we consider fair value to best reflect the expected future economic value.
We accounted for the Preferred Stock until it was redeemed on June 25, 2024 and we continue to account for the Warrants as liability-classified instruments based on an assessment of their specific terms in accordance with ASC Topic 480, Distinguishing Liabilities from Equity .
Our revenue was $819.8 million in 2022, comprised of $508.2 million attributable to Cloud and Edge and $311.6 million attributable to IP Optical Networks. Our gross profit was $408.1 million in 2023, comprised of $300.0 million attributable to Cloud and Edge and $108.1 million attributable to IP Optical Networks.
Our gross profit was $439.5 million in 2024, comprised of $329.2 million attributable to Cloud and Edge and $110.3 million attributable to IP Optical Networks. Our gross profit was $408.1 million in 2023, comprised of $300.0 million attributable to Cloud and Edge and $108.1 million attributable to IP Optical Networks.
The software and hardware are delivered before related services are provided and are functional without professional services or customer support. We have concluded that our software licenses are functional intellectual property that are distinct, as the user can benefit from the software on its own.
We have concluded that our software licenses are functional intellectual property that are distinct, as the user can benefit from the software on its own.
Recent Accounting Pronouncements In December 2023, the Financial Accounting Standards Board (the "FASB") issued ASU 2023-09, Income Taxes (Topic 740): Improvements to Income Tax Disclosures (“ASU 2023-09”), which increases the disclosure requirements around rate reconciliation information and certain types of income taxes companies are required to pay.
In December 2023, the FASB issued ASU 2023-09, Income Taxes (Topic 740): Improvements to Income Tax Disclosures (“ASU 2023-09”), which increases the disclosure requirements around rate reconciliation information and certain types of 57 income taxes companies are required to pay. ASU 2023-09 will be effective for us beginning with our 2025 annual financial statements, with early adoption permitted.
A contract is determined to contain a lease component if the arrangement provides us with a right to control the use of an identified asset. Lease agreements may include lease and non-lease components. In such instances for all classes of underlying assets, we do not separate lease and non-lease components but rather, account for the entire arrangement under leasing guidance.
Lease agreements may include lease and non-lease components. In such instances for all classes of underlying assets, we do not separate lease and non-lease components but rather, account for the entire arrangement under leasing guidance.