Biggest changeTo the extent that we are required to pay for all, or portions, of an acquisition price in foreign currencies, we may enter into foreign exchange contracts to reduce the risk that currency movements will impact the U.S. dollar cost of the transaction. 37 Table of Contents Results from Operations - Years ended October 31, 2023, 2022 and 2021 A summary of our results is as follows: Year Ended October 31, 2023 over 2022 % Change 2022 over 2021 % Change 2023 2022 2021 in millions, except margin data Revenue $ 5,464 $ 5,420 $ 4,941 1% 10% Products $ 4,336 $ 4,386 $ 3,993 (1)% 10% Percentage of revenue 79 % 81 % 81 % (2) ppts — Services and other $ 1,128 $ 1,034 $ 948 9% 9% Percentage of revenue 21 % 19 % 19 % 2 ppts — Gross margin 64.6 % 63.7 % 62.1 % 1 ppt 2 ppts Products 64.2 % 63.3 % 62.2 % 1 ppt 1 ppt Services and other 66.3 % 64.9 % 61.9 % 1 ppt 3 ppts Research and development $ 882 $ 841 $ 811 5% 4% Percentage of revenue 16 % 16 % 16 % 1 ppt (1) ppt Selling, general and administrative $ 1,307 $ 1,283 $ 1,195 2% 7% Percentage of revenue 24 % 24 % 24 % — — Other operating expense (income), net $ (15) $ (8) $ (17) 80% (53)% Income from operations $ 1,358 $ 1,334 $ 1,080 2% 24% Operating margin 24.8 % 24.6 % 21.9 % — 3 ppts Interest income $ 102 $ 16 $ 3 518% 676% Interest expense $ (78) $ (79) $ (79) (1)% — Other income (expense), net $ (25) $ 14 $ 6 — 105% Income before taxes $ 1,357 $ 1,285 $ 1,010 6% 27% Provision for income taxes $ 300 $ 161 $ 116 87% 39% Net income $ 1,057 $ 1,124 $ 894 (6)% 26% Revenue Revenue is recognized upon transfer of control of the promised products or services to customers in an amount that reflects the consideration we expect to receive in exchange for those products or services.
Biggest changeTo the extent that we are required to pay for all, or portions, of an acquisition price in foreign currencies, we may enter into foreign exchange contracts to reduce the risk that currency movements will impact the U.S. dollar cost of the transaction. 36 Table of Contents Results from Operations - Years ended October 31, 2024, 2023 and 2022 A summary of our results is as follows: Year Ended October 31, 2024 over 2023 % Change 2023 over 2022 % Change 2024 2023 2022 (in millions, except margin data) Revenue $ 4,979 $ 5,464 $ 5,420 (9)% 1% Products $ 3,717 $ 4,336 $ 4,386 (14)% (1)% Percentage of revenue 75 % 79 % 81 % (5) ppts (2) ppts Services and other $ 1,262 $ 1,128 $ 1,034 12% 9% Percentage of revenue 25 % 21 % 19 % 5 ppts 2 ppts Gross margin 62.9 % 64.6 % 63.7 % (2) ppts 1 ppt Products 60.9 % 64.2 % 63.3 % (3) ppts 1 ppt Services and other 68.8 % 66.3 % 64.9 % 2 ppts 1 ppt Research and development $ 919 $ 882 $ 841 4% 5% Percentage of revenue 18 % 16 % 16 % 2 ppts 1 ppt Selling, general and administrative $ 1,395 $ 1,307 $ 1,283 7% 2% Percentage of revenue 28 % 24 % 24 % 4 ppts — Other operating expense (income), net $ (14) $ (15) $ (8) (6)% 80% Income from operations $ 833 $ 1,358 $ 1,334 (39)% 2% Operating margin 16.7 % 24.8 % 24.6 % (8) ppts — Interest income $ 81 $ 102 $ 16 (20)% 518% Interest expense $ (84) $ (78) $ (79) 9% (1)% Other income (expense), net $ 35 $ (25) $ 14 — — Income before taxes $ 865 $ 1,357 $ 1,285 (36)% 6% Provision for income taxes $ 251 $ 300 $ 161 (17)% 87% Net income $ 614 $ 1,057 $ 1,124 (42)% (6)% Revenue Revenue is recognized upon transfer of control of the promised products or services to customers in an amount that reflects the consideration we expect to receive in exchange for those products or services.
The result of hedging has been included in our consolidated statement of operations. We experience some fluctuations within individual lines of the consolidated balance sheet and consolidated statement of operations because our hedging program is not designed to offset the currency movements in each category of revenues, expenses, and monetary assets and liabilities.
The result of hedging has been included in our consolidated balance sheet and consolidated statement of operations. We experience some fluctuations within individual lines of the consolidated balance sheet and consolidated statement of operations because our hedging program is not designed to offset the currency movements in each category of revenues, expenses, and monetary assets and liabilities.
In accordance with the guidance on the accounting for uncertainty in income taxes, for all U.S. and other tax jurisdictions, we recognize potential liabilities for anticipated tax audit issues based on our estimate of whether, and the extent to which, additional taxes and interest will be due.
In accordance with the guidance on the accounting for uncertainty in income taxes, for all U.S. and other tax jurisdictions, we recognize potential liabilities for anticipated tax audit issues based on our estimate of whether, and the extent to which, additional taxes and interest will be due.
This report contains forward-looking statements which include but are not limited to predictions, future guidance, projections, beliefs, and expectations about the company’s trends, seasonality, cyclicality and growth in, and drivers of, the markets we sell into, our strategic direction, earnings from our foreign subsidiaries, new solution and service introductions, the ability of our solutions to meet market needs, changes to our manufacturing processes, the use of contract manufacturers, the impact of government regulations on our ability to conduct operations, our liquidity position, our ability to generate cash from operations, growth in our businesses, our investments, the potential impact of adopting new accounting pronouncements, our financial results, our purchase commitments, our contributions to our pension plans, the selection of discount rates and recognition of any gains or losses for our benefit plans, our cost-control activities, savings and headcount reduction recognized from our restructuring programs and other cost saving initiatives, and other regulatory approvals, the integration of our completed acquisitions and other transactions, and our transition to lower-cost regions.
This report contains forward-looking statements which include but are not limited to predictions, future guidance, projections, beliefs, and expectations about the company’s trends, seasonality, cyclicality and growth in, and drivers of, the markets we sell into, our strategic direction, earnings from our foreign subsidiaries, remediation activities, new solution and service introductions, the ability of our solutions to meet market needs, changes to our manufacturing processes, the use of contract manufacturers, the impact of government regulations on our ability to conduct operations, our liquidity position, our ability to generate cash from operations, growth in our businesses, our investments, the potential impact of adopting new accounting pronouncements, our financial results, our purchase commitments, our contributions to our pension plans, the selection of discount rates and recognition of any gains or losses for our benefit plans, our cost-control activities, savings and headcount reduction recognized from our restructuring programs and other cost saving initiatives, and other regulatory approvals, the integration of our completed acquisitions and other transactions, and our transition to lower-cost regions.
Currency Exchange Rate Exposure Our revenues, costs and expenses, and monetary assets and liabilities are exposed to changes in foreign currency exchange rates as a result of our global operating and financing activities. We hedge revenues, expenses, and balance sheet exposures that are not denominated in the functional currencies of our subsidiaries on a short-term and anticipated basis.
Currency Exchange Rate Exposure Our revenues, costs and expenses, and monetary assets and liabilities are exposed to changes in foreign currency exchange rates as a result of our global operating, investing and financing activities. We hedge revenues, expenses, and balance sheet exposures that are not denominated in the functional currencies of our subsidiaries on a short-term and anticipated basis.
The profitability of each of the segments is measured after excluding share-based compensation expense, amortization of acquisition-related balances, acquisition and integration costs, restructuring costs, interest income, interest expense and other items. Communications Solutions Group The Communications Solutions Group ("CSG") serves customers spanning the global commercial communications and aerospace, defense, and government end markets.
The profitability of each of the segments is measured after excluding share-based compensation expense, amortization of acquisition-related balances, acquisition and integration costs, restructuring costs, interest income, interest expense and other items. Communications Solutions Group (“CSG”) CSG serves customers spanning the global commercial communications and aerospace, defense, and government end markets.
The Revolving Credit Facility permits the company, subject to certain customary conditions, on one or more occasions to request to increase the total commitments under the Revolving Credit Facility by up to $250 million in the aggregate. We may use amounts borrowed under the Revolving Credit Facility for general corporate purposes.
In addition, the Revolving Credit Facility permits the company, subject to certain customary conditions, on one or more occasions to request to increase the total commitments under the Revolving Credit Facility by up to $250 million in the aggregate. We may use amounts borrowed under the Revolving Credit Facility for general corporate purposes.
The quantitative impairment test involves a comparison of the estimated fair value of a reporting unit to its carrying amount, including goodwill. We determine the fair value of a reporting unit using the results derived using the market approach, when available and appropriate, or the income approach, or a combination of both.
The quantitative impairment test involves a comparison of the estimated fair value of a reporting unit to its carrying amount, including goodwill. We determine the fair value of a reporting unit from the results derived using the market approach, when available and appropriate, or the income approach, or a combination of both.
The open tax years for the U.S. federal income tax return and most state income tax returns are from November 1, 2019 through the current tax year. For the majority of our non-U.S. entities, the open tax years are from November 1, 2017 through the current tax year.
The open tax years for the U.S. federal income tax return and most state income tax returns are from November 1, 2019 through the current tax year. For the majority of our non-U.S. entities, the open tax years are from November 1, 2019 through the current tax year.
With regard to the $169 million of long-term liabilities for uncertain tax positions, we are unable to accurately predict when these amounts will be realized or released. We believe that we have an adequate provision for any adjustments that may result from tax examinations. However, the outcome of tax examinations cannot be predicted with certainty.
With regard to the $200 million of long-term liabilities for uncertain tax positions, we are unable to accurately predict when these amounts will be realized or released. We believe that we have an adequate provision for any adjustments that may result from tax examinations. However, the outcome of tax examinations cannot be predicted with certainty.
During the fourth quarter of 2023, we performed our annual impairment test of goodwill for all our reporting units using a qualitative approach. Based on the results of our qualitative testing, we believe that it is more likely than not that the fair value of each reporting unit is greater than its respective carrying value.
During the fourth quarter of 2024, we performed our annual impairment test of goodwill for all our reporting units using a qualitative approach. Based on the results of our qualitative testing, we believe that it is more likely than not that the fair value of each reporting unit is greater than its respective carrying value.
The U.S. discount rates as of October 31, 2023 and 2022 were determined based on the results of matching expected plan benefit payments with cash flows from a hypothetically constructed bond portfolio. The non-U.S. discount rates as of October 31, 2023 and 2022 were determined using spot rates along the yield curve to calculate disaggregated discount rates.
The U.S. discount rates as of October 31, 2024 and 2023 were determined based on the results of matching expected plan benefit payments with cash flows from a hypothetically constructed bond portfolio. The non-U.S. discount rates as of October 31, 2024 and 2023 were determined using spot rates along the yield curve to calculate disaggregated discount rates.
The tax rate in 2023 is higher than the U.S. statutory rate primarily due to the impact of U.S. tax capitalization of research and experimental expenditures, partially offset by the net impact from the proportion of worldwide earnings taxed at lower statutory tax rates in non-U.S. jurisdictions and the U.S. tax imposed on those non-U.S. earnings.
The tax rate in 2023 was higher than the U.S. statutory rate primarily due to the impact of U.S. tax capitalization of research and experimental expenditures, partially offset by the net impact from the proportion of worldwide earnings taxed at lower statutory tax rates in non-U.S. jurisdictions and the U.S. tax imposed on those non-U.S. earnings.
Other liabilities primarily includes contract liabilities, net pension and post-retirement benefit obligations, employee compensation and benefits, net tax liabilities, standard warranties and other accrued liabilities. The timing of cash flows associated with these obligations is based on management’s estimates over the terms of these arrangements and is largely based on historical experience.
Other liabilities. Other liabilities primarily include contract liabilities, net pension and post-retirement benefit obligations, employee compensation and benefits, net tax liabilities, standard warranties and other accrued liabilities. The timing of cash flows associated with these obligations is based on management’s estimates over the terms of these arrangements and is largely based on historical experience.
Returns are recorded in the period received from the customer and historically have not been material. The following table provides the percent change in revenue for 2023 and 2022 by geographic region and the impact of foreign currency movements compared to the respective prior year.
Returns are recorded in the period received from the customer and historically have not been material. The following table provides the percent change in revenue for 2024 and 2023 by geographic region and the impact of foreign currency movements compared to the respective prior year.
In addition, we used this method to calculate two components of the periodic benefit cost: service cost and interest cost. If we changed our discount rate by 1 percent, the impact would be $6 million on U.S. net periodic benefit cost and $5 million on non-U.S. net periodic benefit cost.
In addition, we used this method to calculate two components of the periodic benefit cost: service cost and interest cost. If we changed our discount rate by 1 percent, the impact would be $6 million on U.S. net periodic benefit cost and $13 million on non-U.S. net periodic benefit cost.
The decrease in aggregate net cash used in 2023 is primarily driven by higher collections, net of payments, partially offset by an increase in inventory driven by an incremental stock build-up to secure supply to support order fulfillment along with an increase in demo inventory.
The decrease in aggregate net cash used in 2023 compared to 2022 is primarily driven by higher collections, net of payments, partially offset by an increase in inventory driven by an incremental stock build-up to secure supply to support order fulfillment along with an increase in demo inventory.
See Note 12, "Retirement Plans and Post-Retirement Benefit Plans." The discount rate is used to determine the present value of future benefit payments at the measurement date, which is October 31 for both U.S. and non-U.S. plans.
See Note 12, “Retirement Plans and Post-Retirement Benefit Plans.” The discount rate is used to determine the present value of future benefit payments at the measurement date, which is October 31 for both U.S. and non-U.S. plans.
For fixed-price support and extended warranty contracts, or certain software arrangements that provide customers with a right to access over a discrete period, control is deemed to transfer over time and revenue is recognized on a straight-line basis over the contract term due to the stand-ready nature of the performance obligation.
For fixed-price support and extended warranty contracts, or certain software arrangements that 48 Table of Contents provide customers with a right to access over a discrete period, control is deemed to transfer over time and revenue is recognized on a straight-line basis over the contract term due to the stand-ready nature of the performance obligation.
We are not aware of any specific event or circumstance that would require an update to our estimates or judgments or a revision of the carrying value of our assets or liabilities as of October 31, 2023.
We are not aware of any specific event or circumstance that would require an update to our estimates or judgments or a revision of the carrying value of our assets or liabilities as of October 31, 2024.
Our critical accounting policies are those that affect our financial statements materially and involve difficult, subjective, or complex judgments by management. Those policies are revenue recognition, inventory valuation, share-based compensation, retirement and post-retirement plan assumptions, valuations of goodwill and other intangible assets, warranty, loss contingencies, restructuring, and accounting for income taxes. Revenue recognition.
Our critical accounting policies are those that affect our financial statements materially and involve difficult, subjective, or complex judgments by management. Those policies are revenue recognition, inventory valuation, share-based compensation, retirement and post-retirement plan assumptions, business combinations, valuation of goodwill and other intangible assets, warranty, loss contingencies, restructuring, and accounting for income taxes. Revenue recognition.
No material impairments of indefinite-lived intangible assets were recorded in 2021. We had no IPR&D intangible assets as of October 31, 2023 and 2022. Warranty. Keysight warranties on products sold through direct sales channels are primarily for one year. Warranties for products sold through distribution channels are primarily for three years.
No impairments of indefinite-lived intangible assets were recorded in 2024. We had no IPR&D intangible assets as of October 31, 2023 and 2022. Warranty. Keysight warranties on products sold through direct sales channels are primarily for one year. Warranties for products sold through distribution channels are primarily for three years.
For the next twelve months, we do not expect to contribute to our U.S. defined benefit plan and U.S. post-retirement benefit plan, and we expect to contribute $12 million to our non-U.S. defined benefit plans.
For the next twelve months, we do not expect to contribute to our U.S. defined benefit plan and U.S. post-retirement benefit plan, and we expect to contribute $13 million to our non-U.S. defined benefit plans.
Given the numerous tax years and matters that remain subject to examination in various tax jurisdictions, the ultimate resolution of current and future tax examinations could be inconsistent with management’s current expectations. See Note 5 “Income Taxes” for additional information.
Given the numerous tax years and matters that remain subject to examination in various tax jurisdictions, the ultimate resolution of current and future tax examinations could be inconsistent with management’s current expectations. See Note 5, “Income Taxes,” for additional information.
We review other intangible assets for impairment whenever events or changes in business circumstances indicate that the carrying amount of the assets may not be fully recoverable or that the useful lives of these assets are no longer appropriate. No impairments of purchased intangible assets were recorded during the years ended October 31, 2023, 2022, and 2021.
We review other intangible assets for impairment whenever events or changes in business circumstances indicate that the carrying amount of the assets may not be fully recoverable or that the useful lives of these assets are no longer appropriate. No impairments of amortizable intangible assets were recorded during the years ended October 31, 2024, 2023 and 2022.
The qualitative factors assist in determining whether it is more likely than not that the indefinite-lived intangible asset is impaired. An organization may choose to bypass the qualitative assessment for any indefinite-lived intangible asset in any period and proceed directly to calculating its fair value. Our indefinite-lived intangible assets are generally in-process research and development ("IPR&D") intangible assets.
The qualitative factors assist in determining whether it is more likely than not that the indefinite-lived intangible asset is impaired. An organization may choose to bypass the qualitative assessment for any indefinite-lived intangible asset in any period and proceed directly to calculating its fair value. Our indefinite-lived intangible assets are generally in-process research and development (“IPR&D”) intangible assets.
Revenue from hardware repairs and calibration services outside of an extended warranty or support contract is recognized at the time of completion of the related service. For other professional services or time-based labor contracts, revenue is recognized as we perform the services and the customers receive and/or consume the benefits. Inventory valuation.
Revenue from hardware repairs and calibration services outside of an extended warranty or support contract is recognized at the time of completion of the related service. For other professional services or time-based labor contracts, revenue is recognized as we perform the services and the customer receives and/or consume the benefits. Inventory valuation.
We have contractual obligations for principal and interest payments on our senior notes. See Note 11, "Debt" for additional information. Operating lease commitments. Commitments under operating leases primarily relates to leasehold properties. See Note 10, "Leases," for additional information. Commitments to contract manufacturers and suppliers.
We have contractual obligations for principal and interest payments on our senior notes. See Note 11, “Debt,” for additional information. Operating lease commitments. Commitments under operating leases primarily relates to leasehold properties. See Note 10, “Leases,” for additional information. Commitments to contract manufacturers and suppliers.
Other purchase commitments primarily relate to software as a service and other professional services contracts. We also have long-term power purchase agreements to purchase power at predominantly variable prices. These agreements are expected to support our power consumption needs with more favorable pricing and reliability than our previous supply agreements. See Note 14, "Commitments and Contingencies." Other liabilities.
Other purchase commitments primarily relate to software as a service and other professional services contracts. We also have long-term power purchase agreements to purchase power at predominantly variable prices. These agreements are expected to support our power consumption needs with more favorable pricing and reliability than our previous supply agreements. See Note 14, “Commitments and Contingencies,” for additional information.
Other income (expense) for 2023, 2022, and 2021 was expense of $25 million, income of $14 million, and income of $6 million, respectively, and primarily includes net income related to our defined benefit and post-retirement benefit plans (interest cost, expected return on assets, amortization of net actuarial loss and prior service credits, and gains (losses) on settlements and curtailments), currency gains (losses), gains (losses) on derivative instruments, and the change in fair value of our equity investments.
Other income (expense) for 2024, 2023 and 2022 was income of $35 million, expense of $25 million, and income of $14 million, respectively, and primarily include net income related to our defined benefit and post-retirement benefit plans (interest cost, expected return on assets, amortization of net actuarial loss and prior service credits, and gains (losses) on settlements and curtailments), gains (losses) due to currency and derivative instruments, and the change in fair value of our equity investments.
In addition to the obligations noted above, as of October 31, 2023, we had $41 million of outstanding letters of credit and surety bonds that were issued by various lenders.
In addition to the obligations noted above, as of October 31, 2024, we had $43 million of outstanding letters of credit and surety bonds that were issued by various lenders.
In addition, the group provides automated software test solutions that include AI-ML to automatically identify, build, and execute tests critical to digital business success and a strong customer experience.
In addition, the group provides automated software test solutions to automatically identify, build, and execute tests critical to digital business success and a strong customer experience.
In 2022, we used $251 million for investing activities, including $185 million for purchases of property, plant and equipment; $33 million, net of cash acquired, for acquisition activities; and $33 million for investments, including $30 million for purchase of an equity investment.
In 2022, we used $251 million for investing activities, including $185 million for purchases of property, plant and equipment; $33 million, net of cash acquired, for acquisition activities; and $33 million for purchase of investments.
As of October 31, 2023 and 2022, we had no borrowings outstanding under the Revolving Credit Facility. We were in compliance with the covenants of the Revolving Credit Facility during the year ended October 31, 2023. See Note 11, "Debt" for additional information.
As of October 31, 2024 and 2023, we had no borrowings outstanding under the Revolving Credit Facility. We were in compliance with the covenants of the Revolving Credit Facility during the year ended October 31, 2024. See Note 11, “Debt,” for additional information.
We account for share-based awards in accordance with the provisions of the authoritative accounting guidance, which requires the measurement and recognition of compensation expense for all share-based payment awards made to our employees and directors. Awards granted under the Keysight Technologies, Inc.
We account for share-based awards in accordance with the provisions of the authoritative accounting guidance, which requires the measurement and recognition of compensation expense for all share-based payment awards made to our employees and directors.
Cash and cash requirements Cash October 31, 2023 2022 in millions Cash, cash equivalents and restricted cash $ 2,488 $ 2,057 U.S. $ 362 $ 371 Non-U.S. $ 2,126 $ 1,686 Our cash and cash equivalents mainly consist of investments in institutional money market funds, short-term deposits held at major global financial institutions, and similar short duration instruments with original maturities of three months or less.
Cash and cash requirements Cash October 31, 2024 2023 (in millions) Cash, cash equivalents and restricted cash $ 1,814 $ 2,488 U.S. $ 626 $ 362 Non-U.S. $ 1,188 $ 2,126 Our cash and cash equivalents mainly consist of investments in institutional money market funds, short-term deposits held at major global financial institutions, and similar short duration instruments with original maturities of three months or less.
These estimates and judgments occur in the calculation of tax benefits, credits and deductions, and in the calculation of certain tax assets and liabilities that arise from differences in the timing of recognition of revenue and expense for tax and financial statement purposes.
We must make certain estimates and judgments in determining income tax expense for financial statement purposes. These estimates and judgments occur in the calculation of tax benefits, credits and deductions, and in the calculation of certain tax assets and liabilities that arise from differences in the timing of recognition of revenue and expense for tax and financial statement purposes.
Our mission, " accelerating innovation to connect and secure the world," speaks to the value we provide our customers in a world of ever-increasing technological complexity. We deliver this value through a broad range of design and test solutions that address the critical challenges our customers face in bringing their innovations to market faster.
Our mission, “accelerating innovation to connect and secure the world,” speaks to the value we provide our customers in a world of ever-increasing technological complexity. We deliver this value through a broad range of design and test solutions that address the critical challenges our customers face in bringing their innovations to market on ever-shorter schedules.
We purchase components from a variety of suppliers and use several contract manufacturers to provide manufacturing services for our products. See Note 14, "Commitments and Contingencies." As of October 31, 2023, we had non-cancellable purchase commitments that aggregated $467 million, of which the majority is for less than one year. Other purchase commitments.
We purchase components from a variety of suppliers and use several contract manufacturers to provide manufacturing services for our products. See Note 14, “Commitments and Contingencies,” for additional information. As of October 31, 2024, we had non-cancellable purchase commitments that aggregated $423 million, of which the majority is for less than one year. Other purchase commitments.
Overview of Cash Flows Our key cash flow activities were as follows: Year Ended October 31, 2023 2022 2021 in millions Net cash provided by operating activities $ 1,408 $ 1,144 $ 1,322 Net cash used in investing activities $ (288) $ (251) $ (353) Net cash used in financing activities $ (687) $ (861) $ (671) Operating Activities Cash flows from operating activities can fluctuate significantly from period to period as working capital needs, the timing of payments for income taxes, variable pay, pension funding, and other items impact reported cash flows.
Overview of Cash Flows Our key cash flow activities were as follows: Year Ended October 31, 2024 2023 2022 (in millions) Net cash provided by operating activities $ 1,052 $ 1,408 $ 1,144 Net cash used in investing activities $ (819) $ (288) $ (251) Net cash used in financing activities $ (913) $ (687) $ (861) 42 Table of Contents Operating Activities Cash flows from operating activities can fluctuate significantly from period to period as working capital needs, the timing of payments for income taxes, variable pay, pension funding, and other items impact reported cash flows.
Of the tax liabilities included in the above table, $54 million relates to a U.S. transition tax liability and $169 million for uncertain tax positions.
Of the tax liabilities included in the above table, $20 million relates to a U.S. transition tax liability and $200 million for uncertain tax positions.
We continue to engage actively with our customers, and closely monitor the current macro economic environment, including trade, tariffs, monetary and fiscal policies, geopolitical tensions, and supply chain challenges. Despite the near-term challenges, we remain confident in the long-term secular growth trends of our markets and our ability to outperform in a variety of market conditions.
We continue to engage actively with our customers, and closely monitor the current macroeconomic environment, including trade, tariffs, monetary and fiscal policies and geopolitical tensions. We remain confident in the long-term secular growth trends of our markets and our ability to outperform in a variety of market conditions.
Research and development expense in 2023 increased 2 percent compared to 2022, primarily driven by continued investments in key growth opportunities in our end markets and leading-edge technologies, partially offset by lower variable people-related costs.
We continued to prudently prioritize investments in key growth opportunities in our end markets and leading-edge technologies. R&D expense in 2023 increased 2 percent compared to 2022, primarily driven by continued investments in key growth opportunities, partially offset by lower variable people-related costs.
Research and development expense in 2023 increased 8 percent compared to 2022, primarily driven by continued investments in key growth opportunities in our end markets and leading-edge technologies, partially offset by lower variable people-related costs.
We continued to prudently prioritize investments in key growth opportunities in our end markets and leading-edge technologies. R&D expense in 2023 increased 8 percent compared to 2022, primarily driven by continued investments in key growth opportunities, partially offset by lower variable people-related costs.
("we," "us," "Keysight" or the "company"), incorporated in Delaware on December 6, 2013, is a global innovator in the computing, communications and electronics market, committed to advancing our customers’ business success by helping them solve critical challenges in the development and commercialization of their products and services.
(“we,” “us,” “Keysight” or the “company”), incorporated in Delaware on December 6, 2013, is a global innovator in the computing, communications and electronics market, committed to advancing our customers’ business success by helping them solve critical challenges in the development and commercialization of their products and services.
Non-cash adjustments to net income were lower by $54 million, primarily due to a $36 million increase in unrealized gains on equity and other investments, a $14 million decrease in amortization, a $10 million increase in deferred tax benefit, and a $7 million decrease in other non-cash adjustments, which was primarily driven by prior year one-time asset impairment charges related to the discontinuance of our Russia operations, partially offset by a $10 million increase in share-based compensation, and a $3 million increase in depreciation expense.
Non-cash adjustments to net income were lower by $54 million, primarily due to a $36 million increase in unrealized gains on equity and other investments, a $14 million decrease in amortization, a $10 million increase in deferred tax benefit, and a $7 million decrease in other non-cash adjustments, which was primarily driven by prior year one-time asset impairment charges related to the discontinuance of our Russia operations, partially offset by a $10 million increase in share-based compensation, and a $3 million increase in depreciation expense. • The aggregate of accounts receivable, inventory, and accounts payable provided net cash of $48 million during 2024, compared to net cash used of $196 million in 2023 and $273 million in 2022.
New Accounting Standards See Note 1, "Overview, Basis of Presentation and Summary of Significant Accounting Policies," to the consolidated financial statements for a description of new accounting pronouncements.
New Accounting Standards See Note 1, “Overview, Basis of Presentation and Summary of Significant Accounting Policies,” to the consolidated financial statements for a description of new accounting pronouncements. 51 Table of Contents
The amount of cash flow generated from or used by the aggregate of accounts receivable, inventory, and accounts payable depends on the cash conversion cycle, which represents the number of days that elapse from the day we pay for the purchase of raw materials and components to the collection of cash from our customers and can be significantly impacted by the timing of shipments and purchases, as well as collections and payments in a period. • Net cash used for retirement and post-retirement benefits was $8 million in 2023 compared to net cash used of $19 million in 2022 and net cash provided of $7 million in 2021.
The amount of cash flow generated from or used by the aggregate of accounts receivable, inventory, and accounts payable depends on the cash conversion cycle, which represents the number of days that elapse from the day we pay for the purchase of raw materials and components to the collection of cash from our customers and can be significantly impacted by the timing of shipments and purchases, as well as collections and payments in a period. • The aggregate of tax receivables used net cash of $202 million during 2024, compared to net cash used of $4 million in 2023 and $30 million in 2022.
In 2023, we used $288 million for investing activities, including $196 million for purchases of property, plant and equipment; $85 million, net of cash acquired, for acquisition activities; and $7 million for purchase of a cost-method investment.
In 2023, we used $288 million for investing activities, including $196 million for purchases of property, plant and equipment, net of government incentives; $85 million, net of cash acquired, for acquisition activities; and $7 million for purchase of investments.
We include interest and penalties related to unrecognized tax benefits within the provision for income taxes in the consolidated statements of operations. Accrued interest and penalties are included on the related tax liability line in the consolidated balance sheet.
We include interest and penalties related to unrecognized tax positions within the provision for income taxes in the consolidated statements of operations. Accrued interest and penalties are included on the related tax liability line in the consolidated balance sheet. We are subject to income taxes in the U.S. and various other countries globally.
Income Taxes Year Ended October 31, 2023 2022 2021 (in millions) Provision for income taxes $ 300 $ 161 $ 116 Effective tax rate 22 % 13 % 11 % The effective tax rate was 22 percent, 13 percent, and 11 percent for 2023, 2022, and 2021, respectively.
Income Taxes Year Ended October 31, 2024 2023 2022 (in millions, except percentages) Provision for income taxes $ 251 $ 300 $ 161 Effective tax rate 29 % 22 % 13 % The effective tax rate was 29 percent, 22 percent, and 13 percent for 2024, 2023 and 2022, respectively.
The difference between 2023 and 2022 cash flows is primarily due to lower prepaid inventory deposits driven by easing of supply chain constraints and other lower prepaid expenses, unrealized loss on foreign exchange contracts not designated as hedging instruments (see Note 9, "Derivatives"), and changes in other assets and liabilities, offset by higher income tax payments, net of 44 Table of Contents accruals, higher variable compensation and other payroll-related payments, net of accruals, and changes in deferred revenue.
The difference between 2023 and 2022 cash flows is primarily due to lower prepaid inventory deposits driven by easing of supply chain constraints and other lower prepaid expenses, unrealized loss on foreign exchange contracts not designated as hedging instruments, and changes in other assets and liabilities, partially offset by higher income tax payments, net of accruals, higher variable compensation and other payroll-related payments, net of accruals, and changes in deferred revenue. 43 Table of Contents Investing Activities Net cash changes in investing activities primarily relates to investments in property, plant and equipment and acquisitions of businesses to support our growth.
Net cash provided by operating activities increased $264 million in 2023 compared to 2022 and decreased $178 million in 2022 compared to 2021. • Net income in 2023 decreased $67 million compared to 2022.
Net cash provided by operating activities decreased $356 million in 2024 compared to 2023 and increased $264 million in 2023 compared to 2022. • Net income in 2024 decreased $443 million compared to 2023.
For sales of implementation service and custom solutions or in instances where products are sold along with essential installation services, transfer of control occurs and revenue is typically recognized upon customer acceptance.
For software license sales, transfer of control to the customer typically occurs upon shipment, electronic delivery, or when the software is available for download by the customer. For sales of implementation service and custom solutions or in instances where products are sold along with essential installation services, transfer of control occurs and revenue is typically recognized upon customer acceptance.
The ultimate amounts we may contribute depend on, among other things, legal requirements, underlying asset returns, the plan’s funded status, the anticipated tax deductibility of the contribution, local practices, market conditions, interest rates, and other factors.
The ultimate amounts we may contribute depend on, among other things, legal requirements, underlying asset returns, the plan’s funded status, the anticipated tax deductibility of the contribution, local practices, market conditions, interest rates, and other factors. See Note 12, “Retirement Plans and Post-Retirement Benefit Plans,” for additional information.
Retirement and post-retirement benefit plan costs are a significant cost of doing business. They represent obligations that will ultimately be settled sometime in the future and therefore are subject to estimation.
We did not grant any option awards in 2024, 2023 and 2022. Retirement and post-retirement benefit plan assumptions. Retirement and post-retirement benefit plan costs are a significant cost of doing business. They represent obligations that will ultimately be settled sometime in the future and therefore are subject to estimation.
See Note 12, "Retirement Plans and Post-Retirement Benefit Plans," for additional information. • During the year ended October 31, 2023, we terminated forward-starting interest rate swap agreements resulting in proceeds of $107 million.
See Note 5, “Income Taxes,” for additional information. • During the year ended October 31, 2023, we terminated forward-starting interest rate swap agreements resulting in proceeds of $107 million.
Treasury stock repurchases On March 6, 2023, our board of directors approved a new stock repurchase program authorizing the purchase of up to $1,500 million of the company’s common stock, replacing the previously approved November 2021 program authorizing the purchase of up to $1,200 million of the company’s common stock, of which $225 million remained.
Treasury stock repurchases On March 6, 2023, our board of directors approved a new stock repurchase program authorizing the purchase of up to $1,500 million of the company’s common stock, of which $485 million remained as of October 31, 2024.
Workforce reduction charges are accrued when payment of benefits becomes probable and the amounts can be estimated. If the amounts and timing of cash flows from restructuring activities are significantly different from what we have estimated, the actual amount of restructuring and other related charges could be materially different, either higher or lower, than those we have recorded.
If the amounts and timing of cash flows from restructuring activities are significantly different from what we have estimated, the actual amount of restructuring and other related charges could be materially different, either higher or lower, than those we have recorded. Accounting for income taxes.
We accrue for standard warranty costs based on historical trends in warranty charges. The accrual is reviewed regularly and periodically adjusted to reflect changes in warranty cost estimates. Estimated warranty charges are recorded within cost of products at the time related product revenue is recognized. We also sell extended warranties that provide warranty coverage beyond the standard warranty term.
We accrue for standard warranty costs based on 50 Table of Contents historical trends in warranty charges. The accrual is reviewed regularly and periodically adjusted to reflect changes in warranty cost estimates. Estimated warranty charges are recorded within “cost of products” at the time related product revenue is recognized.
Foreign currency movements had an unfavorable impact of 2 percentage points on year-over-year revenue growth for 2023 compared to 2022. Revenue grew across all regions and markets.
Revenue for EISG in 2023 increased 10 percent compared to 2022. 41 Table of Contents Foreign currency movements had an unfavorable impact of 2 percentage points on the year-over-year revenue change. Revenue grew across all regions and markets.
Although these estimates are based on management's best knowledge of current events and actions that may impact the company in the future, actual results may be different from the estimates.
Management bases its estimates on historical experience and various other assumptions believed to be reasonable. Although these estimates are based on management's best knowledge of current events and actions that may impact the company in the future, actual results may be different from the estimates.
See Note 9, "Derivatives," for additional information. • The aggregate other movements in assets and liabilities provided net cash of $78 million during 2023, compared to net cash used of $112 million in 2022 and net cash provided of $141 million in 2021.
See Note 9, “Derivatives,” for additional information. • The aggregate other movements in assets and liabilities used net cash of $117 million during 2024, compared to net cash provided of $74 million in 2023 and net cash used of $101 million in 2022.
The increase in net other expense for 2023 compared to 2022 was primarily driven by losses on derivative instruments and higher amortization of net actuarial losses, partially offset by a net gain on our equity investments.
The increase in net other expense for 2023 compared to 2022 was primarily driven by losses on derivative instruments and higher amortization of net actuarial losses, partially offset by net gains on our equity investments. Our headcount was approximately 15,500 as of October 31, 2024, compared to approximately 14,900 as of October 31, 2023.
The tax incentives provide lower rates of taxation on certain classes of income and require thresholds of investments and employment in those jurisdictions. The Singapore tax incentive expires July 31, 2024, and the Malaysia tax incentive expires October 31, 2025. We are continuing to evaluate the impact of potential options on our effective tax rate.
The tax incentives provide lower rates of taxation on certain classes of income and require thresholds of investments and employment in those jurisdictions. The Malaysia tax incentive expires October 31, 2025. The Singapore tax incentive expires July 31, 2029.
Our cash balances are generated and held in many locations throughout the world. Under certain circumstances, U.S. and local government regulations may limit our ability to move cash balances to meet cash needs.
Under certain circumstances, U.S. and local government regulations may limit our ability to move cash balances to meet cash needs.
We recognize the tax expense related to GILTI in each year in which the tax is incurred. Segment Overview We have two reportable operating segments, the Communications Solutions Group and the Electronic Industrial Solutions Group.
We recognize the tax expense related to GILTI in each year in which the tax is incurred. 39 Table of Contents Segment Overview We have two reportable operating segments, CSG and EISG.
Such risks and uncertainties include, but are not limited to, the impact of global economic conditions such as inflation or potential recession, slowing demand for products or services, volatility in financial markets, reduced access to credit, increased interest rates, the existence of political or economic instability, impacts of geopolitical tension and conflict, the impacts of increased trade tension and tightening of export control regulations, the impact of compliance with the August 3, 2021 Consent Agreement with the Directorate of Defense Trade Controls, Bureau of Political-Military Affairs, Department of State, the impact of new and ongoing litigation, impacts related to endemic and pandemic conditions, impacts related to net zero emissions commitments, the impact of volatile weather caused by environmental conditions such as climate change, and our ability to successfully integrate key acquisitions.
Such risks and uncertainties include, but are not limited to, the impact of global economic conditions such as inflation or potential recession, slowing demand for products or services, volatility in financial markets, reduced access to credit, increased interest rates, the existence of political or economic instability, uncertainty related to the impact of national elections results in the U.S. and UK, impacts of geopolitical tension and conflict in regions outside of the U.S., the impacts of increased trade tension and tightening of export control regulations, the impact of new and ongoing litigation, impacts related to net zero emissions commitments, and the impact of volatile weather caused by environmental conditions such as climate change.
Research and development expense increased 5 percent in 2023 compared to 2022, primarily driven by continued investments in key growth opportunities in our end markets and leading-edge technologies, partially offset by lower variable people-related costs.
R&D expense increased 5 percent in 2023 compared to 2022, primarily driven by investments in key growth opportunities, partially offset by lower variable people-related costs.
For discussion of risks related to potential impacts of macroeconomic headwinds and geopolitical challenges on our operations, business results and financial condition, see “Item 1A. Risk Factors.” 36 Table of Contents Years ended October 31, 2023, 2022 and 2021 Orders of $5,190 million for 2023 decreased 13 percent compared to 2022.
For discussion of risks related to potential impacts of macroeconomic headwinds and geopolitical challenges on our operations, business results and financial condition, see Part I Item 1A “Risk Factors.” 35 Table of Contents Years ended October 31, 2024, 2023 and 2022 Orders were $5,033 million, $5,190 million, and $5,984 million in 2024, 2023 and 2022, respectively.
Our customers are expected to continue to make R&D investments in certain next-generation technologies, including 5G, early 6G, high-speed data center, satellite networks and Artificial Intelligence-Machine Learning ("AI-ML") network modeling, new automotive mobility technologies, industrial internet of things ("IoT"), and defense modernization.
Our customers are expected to continue to make R&D investments in certain next-generation technologies and applications, including evolution of 5G, early 6G, high-speed data center networks and infrastructure, satellite networks, Artificial Intelligence (“AI”), next generation electric vehicles and autonomous vehicles, industrial internet of things (“IoT”), and defense modernization.
Operating margin was flat in 2023 compared to 2022, primarily driven by gross margin gains offset by higher R&D expenses as a percentage of sales. Operating margin increased 3 percentage points in 2022 compared to 2021, primarily driven by gross margin gains and lower operating expenses as a percentage of sales.
Operating margin in 2024 decreased 2 percentage points compared to 2023, primarily driven by higher R&D and selling, general and administrative expenses on lower revenue. Operating margin in 2023 increased 1 percentage point compared to 2022, primarily driven by gross margin gains offset by higher R&D expenses as a percentage of sales.
Other intangible assets consist primarily of developed technologies, proprietary know-how, trademarks, customer relationships, non-compete agreements, and backlog and are amortized using the straight-line method over estimated useful lives ranging from 6 months to 12 years.
There were no impairments of goodwill during the years ended October 31, 2024, 2023 and 2022. Other intangible assets consist primarily of developed technologies, trademarks, customer relationships, non-compete agreements, and backlog and are amortized using the straight-line method over estimated useful lives ranging from 1 to 12 years.
Foreign currency movements had an unfavorable impact of 2 percentage points on revenue growth for 2023 compared to 2022. A revenue increase in the Electronic Industrial Solutions Group was partially offset by a decline in the Communications Solutions Group.
Foreign currency movements had an unfavorable impact of 2 percentage points on the revenue growth for 2023 compared to 2022. A revenue increase in EISG was partially offset by a decline in CSG. Revenue from CSG and EISG represented approximately 67 percent and 33 percent, respectively, of total revenue for 2023.
Foreign currency movements had an unfavorable impact of 1 percentage point on order change for 2023 compared to 2022. Orders declined across all regions, including double-digit decline in Asia Pacific. Total orders for 2022 were $5,984 million, an increase of 12 percent compared to 2021.
Orders of $5,190 million for 2023 decreased 13 percent compared to 2022. Foreign currency movements had an unfavorable impact of 1 percentage point on the order change for 2023 compared to 2022. Orders declined across all regions, including a double-digit decline in Asia Pacific. Revenue was $4,979 million, $5,464 million, and $5,420 million in 2024, 2023 and 2022, respectively.
As discussed in Note 13, "Supplemental Financial Information" and Note 14, "Commitments and Contingencies" to the consolidated financial statements, we are, from time to time, subject to a variety of litigation and similar contingent liabilities incidental to our business (or the business operations of previously owned entities).
As discussed in Note 14, “Commitments and Contingencies” to the consolidated financial statements, we are, from time to time, subject to a variety of litigation and similar contingent liabilities incidental to our business (or the business operations of previously owned entities). We recognize a liability for any contingency that is known or probable of occurrence and reasonably estimable.
For U.S. plans, gains and losses are amortized over the average future working lifetime. For most non-U.S. plans and U.S. post-retirement benefit plans, gains and losses are amortized using a separate layer for each year's gains and losses.
For U.S. plans, gains and losses are amortized over the average future working lifetime. For most non-U.S. plans and U.S. post-retirement benefit plans, gains and losses are amortized using a separate layer for each year’s gains and losses. The expected long-term return on plan assets is estimated using current and expected asset allocations as well as historical and expected returns.
Revenue from the commercial communications market represented approximately 66 percent of total Communications Solutions Group revenue in 2023 and decreased 7 percent compared to 2022. Revenue declines in Asia Pacific and the Americas was partially offset by a slight increase in Europe.
Revenue declined in Asia Pacific and the Americas was partially offset by a slight increase in Europe. Revenue from the aerospace, defense, and government market represented approximately 34 percent of total CSG revenue in 2024 and decreased 8 percent compared to 2023. Revenue declines in Asia Pacific and the Americas were partially offset by an increase in Europe.
Research and development expense increased 4 percent in 2022 compared to 2021, primarily driven by investments in key growth opportunities in our end markets and leading-edge technologies, as well as incremental costs of acquired businesses, partially offset by lower variable people-related costs.
R&D expense increased 4 percent in 2024 compared to 2023, primarily driven by incremental costs from acquired businesses, parti ally offset by lower variable people-related costs. We continued to prudently prioritize investments in key growth opportunities in our end markets and leading-edge technologies.
W e generally intend to use available cash and funds generated from our operations to meet these cash requirements, but in the event that additional liquidity is required, we may also borrow under our Revolving Credit Facility. 46 Table of Contents On November 3, 2023, we acquired 50.6% of the share capital of ESI Group SA ("ESI Group") for approximately $512 million, using existing cash.
W e generally intend to use available cash and funds generated from our operations to meet these cash requirements, but in the event that additional liquidity is required, we may also borrow under our Revolving Credit Facility.