Biggest changeManagement’s Discussion and Analysis of Financial Condition and Results of Operations,” in Part II of the Company’s Annual Report on Form 10-K for the year ended December 31, 2021, filed with the SEC on February 28, 2022. 52 Table of C ontents The following table summarizes key components of our results of operations for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 2021 (dollars in thousands) Revenue $ 41,029 $ 33,578 Cost of revenue (1) 30,099 24,492 Gross profit 10,930 9,086 Operating expenses (1) : Research and development 64,317 34,579 Sales and marketing 30,833 22,258 General and administrative 61,203 51,959 Total operating expenses 156,353 108,796 Loss from operations (145,423) (99,710) Other (expense) income: Interest income 2,208 471 Interest expense (2,694) (504) Other income, net 7,654 2,968 Total other income, net 7,168 2,935 Loss before income taxes (138,255) (96,775) Provision (benefit from) for income tax expense 305 (2,794) Net loss $ (138,560) $ (93,981) The following table sets forth the components of our consolidated statements of operations and comprehensive loss data as a percentage of revenue for the periods presented: Year Ended December 31, 2022 2021 (% of total revenue) Revenue 100 % 100 % Cost of revenue (1) 73 73 Gross profit 27 27 Operating expenses (1) : Research and development 157 103 Sales and marketing 75 66 General and administrative 149 155 Total operating expenses 381 324 Loss from operations (354) (297) Other (expense) income: Interest income 5 1 Interest expense (7) (2) Other income, net 19 9 Total other income, net 17 8 Loss before income taxes (337) (289) Provision (benefit from) for income tax expense 1 (8) Net loss (338) % (281) % 53 Table of C ontents (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2022 2021 (dollars in thousands) Cost of revenue $ 783 $ 637 Research and development 14,611 7,240 Sales and marketing 7,065 3,823 General and administrative 10,862 13,663 Total stock-based compensation $ 33,321 $ 25,363 Comparison of the years ended December 31, 2022 and 2021 Revenue Year Ended December 31, 2022 - 2021 Change 2022 2021 $ % (dollars in thousands) Revenue by geographic location: Americas $ 15,977 $ 15,656 $ 321 2 % Asia and Pacific 9,510 7,334 2,176 30 Europe, Middle East and Africa 15,542 10,588 4,954 47 Total $ 41,029 $ 33,578 $ 7,451 22 % Revenue Revenue increased by $7.5 million, or 22%, to $41.0 million for the year ended December 31, 2022 from $33.6 million for the prior year.
Biggest changeIncome tax provision for the years ended December 31, 2023 and 2022, respectively, was not material to the Company’s consolidated financial statements. 52 Table of C ontents Results of Operations: The following table summarizes key components of our results of operations for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 (dollars in thousands) Revenue $ 83,279 $ 41,029 Cost of revenue (1) 74,965 30,099 Gross profit 8,314 10,930 Operating expenses (1) : Research and development 91,210 64,317 Sales and marketing 41,639 30,833 General and administrative 81,982 61,203 Goodwill impairment charges 166,675 — Total operating expenses 381,506 156,353 Loss from operations (373,192) (145,423) Other (expense) income: Interest income 9,038 2,208 Interest expense (9,303) (2,694) Other income (expense), net (130) 7,654 Total other income (expense), net (395) 7,168 Loss before income taxes (373,587) (138,255) Provision for income tax expense 523 305 Net loss $ (374,110) $ (138,560) The following table sets forth the components of our consolidated statements of operations and comprehensive loss data as a percentage of revenue for the periods presented: Year Ended December 31, 2023 2022 (% of total revenue) Revenue 100 % 100 % Cost of revenue (1) 90 73 Gross profit 10 27 Operating expenses (1) : Research and development 110 157 Sales and marketing 50 75 General and administrative 98 149 Goodwill impairment charges 200 — Total operating expenses 458 381 Loss from operations (448) (354) Other (expense) income: Interest income 11 5 Interest expense (11) (7) Other income (expense), net — 19 Total other income (expense), net — 17 Loss before income taxes (448) (337) Provision for income tax expense 1 1 Net loss (449) % (338) % 53 Table of C ontents (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2023 2022 (dollars in thousands) Cost of revenue $ 2,854 $ 783 Research and development 24,551 14,611 Sales and marketing 9,966 7,065 General and administrative 20,354 10,862 Total stock-based compensation $ 57,725 $ 33,321 Comparison of the years ended December 31, 2023 and 2022 Revenue Year Ended December 31, 2023 - 2022 Change 2023 2022 $ % (dollars in thousands) Revenue by geographic location: Americas $ 45,744 $ 15,977 $ 29,767 186 % Asia-Pacific 12,929 9,510 3,419 36 Europe, Middle East and Africa 24,606 15,542 9,064 58 Total $ 83,279 $ 41,029 $ 42,250 103 % Revenue Revenue increased by $42.3 million, or 103%, to $83.3 million for the year ended December 31, 2023 from $41.0 million for the prior year.
Financing Activities During the year ended December 31, 2022, cash provided by financing activities was $55.6 million, consisting primarily of $39.1 million of proceeds from borrowings, net of debt discount and issuance costs, $16.3 million of proceeds from the issuance of common stock under the ATM Agreement, net of commissions and fees, proceeds from exercise of stock options of $0.5 million and proceeds from ESPP purchase of $0.4 million.
During the year ended December 31, 2022, cash provided by financing activities was $55.6 million, consisting primarily of $39.1 million of proceeds from borrowings, net of debt discount and issuance costs, $16.3 million of proceeds from the issuance of common stock under the ATM Agreement, net of commissions and fees, proceeds from exercise of stock options of $0.5 million and proceeds from ESPP purchase of $0.4 million.
Although increasing adoption of semi-autonomous solutions that rely on lidar technology may generate higher demand, we may not be able to take advantage of demand if we are unable to anticipate regulatory changes and adapt quickly enough to meet such new regulatory standards or requirements applicable to us or to our customers’ products in which our digital lidar sensors are used.
Although increasing adoption of semi-autonomous solutions that rely on lidar technology may generate higher demand, we may not be able to take advantage of demand if we are unable to anticipate regulatory changes and adapt quickly enough to meet such new regulatory standards or requirements applicable to us or to our customers’ products in which our lidar sensors are used.
Our effective tax rate differs from the U.S. statutory tax rate primarily due to valuation allowances on deferred tax assets as it is more likely than not that some, or all, of our deferred tax assets will not be realized. We continue to maintain a full valuation allowance against our net deferred tax assets.
Our effective tax rate differs from the U.S. statutory tax rate primarily due to valuation allowances on deferred tax assets as it is more likely than not that some, or all, of our deferred tax assets will not be realized. We continue to maintain a full valuation allowance against our U.S.
We have experienced and may in the near term experience additional increases in general and administrative expenses related to legal, accounting, finance and professional services costs associated with the Velodyne Merger, hiring more personnel and consultants to support our growing international expansion and compliance with the applicable provisions of the Sarbanes-Oxley Act (“SOX”) and other SEC rules and regulations as a result of being a public company.
We have experienced and may in the near-term experience additional increases in general and administrative expenses related to legal, accounting, finance and professional services costs associated with the Velodyne Merger, litigation activities, hiring more personnel and consultants to support our growing international expansion and compliance with the applicable provisions of the Sarbanes-Oxley Act (“SOX”) and other SEC rules and regulations as a result of being a public company.
Components of Results of Operations Revenue The majority of our revenue comes from the sale of our digital lidar sensors and accessories both directly to end users and through distributors both domestically and internationally.
Components of Results of Operations Revenue The majority of our revenue comes from the sale of our lidar sensors and accessories both directly to end users and through distributors both domestically and internationally.
Because the timelines to reach production vary significantly and the revenue generated by each customer in connection with commercial production and sales is unpredictable, it is difficult for us to reliably predict our financial performance. Customers’ Sales Volumes. Our customer base is diversified and we will continue to penetrate into diverse end markets to increase our sales volumes.
Because the timelines to reach production vary significantly and the revenue generated by each customer in connection with commercial production and sales is unpredictable, it is difficult for us to reliably predict our financial performance. Customers’ Sales Volumes. Our customer base is diversified and we aim to continue to penetrate into diverse end markets to increase our sales volumes.
Our contractual obligations primarily consist of non-cancelable purchase commitments with various parties to purchase goods or services, primarily inventory, entered into in the normal course of business and operating leases. For information regarding our other contractual obligations, refer to Note 9. Leases and Note 10. Commitments and Contingencies.
Our contractual obligations primarily consist of non-cancelable purchase commitments with various parties to purchase goods or services, primarily inventory, entered into in the normal course of business and operating leases. For information regarding our other contractual obligations, refer to Note 8. Leases and Note 9. Commitments and Contingencies.
We believe we are well positioned in our market as a leading provider of high-resolution digital lidar sensors.
We believe we are well positioned in our market as a leading provider of high-resolution lidar sensors.
Operating Expenses Research and Development Expenses Research and development (“R&D”) activities are primarily conducted at our San Francisco based headquarters and our additional R&D facility in Edinburgh, Scotland and consist of the following activities: • Design, prototyping, and testing of proprietary electrical, optical, and mechanical subsystems for our digital lidar products; • Robust testing for industrial and autonomous vehicle safety certifications; • Development of new products and enhancements to existing products in response to customer requirements including firmware development and software development of lidar integration products; • Custom system-on-a-chip (“SoC”) design for Ouster’s digital lidar products; and • Development of custom manufacturing equipment.
Operating Expenses Research and Development Expenses Research and development (“R&D”) activities are primarily conducted at our San Francisco based headquarters and our additional R&D facilities in Scotland and Canada and consist of the following activities: • Design, prototyping, and testing of proprietary electrical, optical, and mechanical subsystems for our digital lidar products; • Robust testing for industrial and autonomous vehicle safety certifications; • Development of new products and enhancements to existing products in response to customer requirements including firmware development and software development of lidar integration products; • Custom system-on-a-chip (“SoC”) design for Ouster’s digital lidar products; and • Development of custom manufacturing equipment.
These obligations impact our short-term and long-term liquidity and capital resource needs. Certain contractual obligations are reflected on the consolidated balance sheet as of December 31, 2022, while others are considered future commitments.
These obligations impact our short-term and long-term liquidity and capital resource needs. Certain contractual obligations are reflected on the consolidated balance sheet as of December 31, 2023, while others are considered future commitments.
To continue to grow our bus iness in the coming years, we have expanded and plan to continue to expand our sales and marketing efforts and our software development capabilities, and to accelerate sensor development efforts. We are headquartered in San Francisco, CA.
To continue to grow our bus iness in the coming years, we have expanded and plan to continue to maintain and opportunistically expand our sales and marketing efforts and our software development capabilities, and to accelerate sensor development efforts. We are headquartered in San Francisco, CA.
Subject to quarterly fluctuations and volatility, we expect unit costs to decline as we manufacture higher unit volumes of sensors and a greater portion of our sensors are produced by our contract manufacturer in Thailand.
Subject to quarterly fluctuations and volatility, we expect unit costs to decline as we manufacture higher unit volumes of sensors and a greater portion of our sensors are produced by our contract manufacturers in Thailand.
If we fail to continue our innovation, our market position and revenue may be adversely affected, and our investments in that area will not be recovered. Market Trends and Uncertainties. We anticipate robust demand for our digital lidar solution. We estimate a multibillion dollar total addressable market (“TAM”) for our solutions in the near future.
If we fail to continue our innovation, our market position and revenue may be adversely affected, and our investments in that area will not be recovered. Market Trends and Uncertainties. We anticipate increasing demand for our digital lidar solution. We estimate a multibillion dollar total addressable market (“TAM”) for our solutions in the future.
We are a leading global provider of high-resolution digital lidar sensors that offer advanced 3D vision to machinery, vehicles, robots, and fixed infrastructure assets, which allows each to understand and visualize the surrounding world and ultimately enabling safe operation and autonomy.
We are a leading global provider of high-resolution digital lidar sensors that offer advanced 3D vision to machinery, vehicles, robots, and fixed infrastructure assets, which allows each to understand and visualize the surrounding world and enable safe operation and autonomy.
During the measurement period, which extends no later than one year from the acquisition date, we may record certain adjustments to the carrying value of the assets acquired and liabilities assumed with the corresponding offset to goodwill. 58 Table of C ontents After the measurement period, all adjustments are recorded in the consolidated statements of operations within other income (expense), net.
During the measurement period, which extends no later than one year from the acquisition date, we may record certain adjustments to the carrying value of the assets acquired and liabilities assumed with the corresponding offset to goodwill. After the measurement period, all adjustments are recorded in the consolidated statements of operations within other income (expense), net.
We expect this pressure to continue to push our ASPs lower in the coming years. However, we believe that because of our complementary metal-oxide-semiconductor, (“CMOS”), digital lidar technology, we are well-positioned to scale more rapidly than our competitors and leverage our scale to deliver positive gross margins. Continued Investment and Innovation.
We expect this pressure to continue to push our ASPs lower in the coming years. However, we believe that because of our complementary metal-oxide-semiconductor, digital lidar technology, we are well-positioned to scale more rapidly than our competitors and leverage our scale to deliver positive gross margins. Continued Investment and Innovation. We believe that we are a leading lidar provider.
Debt Arrangements As described above, on April 29, 2022, we entered into the Loan Agreement with Hercules, which provided us with a term loan facility of up to $50.0 million, subject to terms and conditions (the “Term Loan Facility”).
Debt Arrangements On April 29, 2022, we entered into the Loan Agreement with Hercules, which provided us with a term loan facility of up to $50.0 million, subject to terms and conditions (the “Term Loan Facility”).
We continue to position ourselves in geographic markets that we expect to serve as important sources of future growth. We have an existing presence in three regions: North and South America; Asia and Pacific; and Europe, Middle East and Africa. We intend to expand our presence in these regions over time including through distribution partnerships.
We continue to position ourselves in geographic markets that we expect to serve as important sources of future growth. We have an existing presence in three regions: Americas; Asia-Pacific; and Europe, Middle East and Africa. We intend to expand our presence in these regions over time including through distribution partnerships.
The cash used in changes in our operating assets and liabilities of $13.5 million was primarily due to an increase in accounts receivable of 57 Table of C ontents $0.9 million, an increase in inventories of $13.7 million, an increase in prepaid expenses and other assets of $3.1 million, an increase in accounts payable of $4.2 million, an increase in accrued and other liabilities of $3.2 million and a decrease in operating lease liability of $3.2 million.
The cash used in changes in our operating assets and liabilities of $13.5 million was primarily due to an increase in accounts receivable of $0.9 million, an increase in inventories of $13.7 million, an increase in prepaid expenses and other assets of $3.1 million, an increase in accounts payable of $4.2 million, an increase in accrued and other liabilities of $3.2 million and a decrease in operating lease liability of $3.2 million.
Most of our customers are innovators and early technology adopters incorporating our products into their solutions. Currently, our product revenue consists of both customers ordering small volumes of our products that are in an evaluation 50 Table of C ontents phase and customers that order larger volumes of our products and have more predictable long-term production schedules.
Most of our customers are innovators and early technology adopters incorporating our products into their solutions. Currently, our product revenue consists of both customers ordering small volumes of our products that are in an evaluation phase and customers that order larger volumes of our products and have more predictable long-term production schedules.
This discussion contains forward-looking statements based upon current plans, expectations and beliefs involving risks and uncertainties. Our actual results may differ materially from those anticipated in these forward-looking statements as a result of various factors, including those set forth under “Risk Factors” and in other parts of this Annual Report on Form 10-K. On December 21, 2020, Ouster Technologies, Inc.
This discussion contains forward-looking statements based upon current plans, expectations and beliefs involving risks and uncertainties. Our actual results may differ materially from those anticipated in these forward-looking statements as a result of various factors, including those set forth under “Risk Factors” and in other parts of this Annual Report on Form 10-K.
Because we are in the growth stage of our business and operate in an emerging field of technology, we expect to continue to invest in research and development and expand our sales and marketing teams worldwide.
Because we are in the growth stage of our business and 56 Table of C ontents operate in an emerging field of technology, we expect to continue to invest in research and development and expand our sales and marketing teams worldwide.
However, we are still at the very beginning of the lidar adoption curve, and some customers are still learning their ramp rates which can impact the timing of purchase orders quarter to quarter.
However, we believe we are still at the very beginning of the lidar adoption curve, and some customers are still learning their growth and demand rates which can impact the timing of purchase orders quarter to quarter.
We expect to continue to experience some downward pressure on margins from signing anticipated large multi-year agreements in the near term with multi-year negotiated pricing, as well as the supply chain constraints discussed above. We expect that these customer-specific selling price fluctuations combined with our volume-driven product costs may drive fluctuations in revenue and gross margins on a quarterly basis.
We expect to continue to experience some downward pressure on margins from signing anticipated large multi-year agreements in the near term with multi-year negotiated pricing. We expect that these customer-specific selling price fluctuations combined with our volume-driven product costs may drive fluctuations in revenue and gross margins on a quarterly basis.
If we are unable to obtain adequate financing or financing on 56 Table of C ontents terms satisfactory to us, when we require it, our ability to continue to grow or support our business and to respond to business challenges could be significantly limited.
If we are unable to obtain adequate financing or financing on terms satisfactory to us, when we require it, our ability to continue to grow or support our business and to respond to business challenges could be significantly limited.
For additional information regarding the terms of the Loan Agreement, see Note 7. Debt and Note 18. Subsequent Events to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K . Material Cash Requirements We are a party to many contractual obligations involving commitments to make payments to third parties.
For additional information regarding the terms of the UBS Agreement, see Note 6. Debt to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K . Material Cash Requirements We are a party to many contractual obligations involving commitments to make payments to third parties.
We also recognize revenue by performing services related to product development and validation, and shipping; however, we do not expect product development and validation and license and services to be material components of revenue, cost of revenue or gross margin in the foreseeable future.
We also recognize revenue by performing services related to product development, validation, maintenance under our extended warranty contracts and shipping; however, we do not expect product development and validation and license and services to be material components of revenue, cost of revenue or gross margin in the foreseeable future.
Our product costs and gross margins depend largely on the volumes of sensors sold and the number and variety of solutions we provide to our customers. We expect that our selling prices will vary by target end market and application due to market-specific supply and demand dynamics.
Our product costs and gross margins depend largely on the volumes of sensors shipped, the mix of existing and new products sold and the number and variety of solutions we provide to our customers. We anticipate that our selling prices will vary by target end market and application due to market-specific supply and demand dynamics.
Selling and marketing expenses consist of personnel-related expenses, including salaries, benefits, and stock-based compensation, for all personnel directly involved in business development, customer support, and marketing activities, and marketing expenses including trade shows, advertising, and demonstration equipment.
Sales and Marketing Expenses Our business development, customer support and marketing teams are located in offices worldwide. Selling and marketing expenses consist of personnel-related expenses, including salaries, benefits, and stock-based compensation, for all personnel directly involved in business development, customer support, and marketing activities, and marketing expenses including trade shows, advertising, and demonstration equipment.
Riley Securities, Inc., Cantor Fitzgerald & Co. and Oppenheimer & Co. Inc. (the “ATM Agreement”), pursuant to which we may offer and sell shares of our common stock with an aggregate offering price of up to $150.0 million under an “at the market” offering program.
(the “ATM Agreement”), pursuant to which we may offer and sell shares of our common stock with an aggregate offering price of up to $150.0 million under an “at the market” offering program.
Our cost of revenue also includes depreciation of manufacturing equipment, an allocated portion of overhead, facility and IT costs, reserves for estimated warranty expenses, excess and obsolete inventory and shipping costs.
Our cost of revenue also includes depreciation of manufacturing equipment, amortization of intangible assets, an allocated portion of overhead, facility and IT costs, warranty expenses, excess and obsolete inventory and shipping costs.
We have experienced additional sales and marketing expenses as a result of our global expansion, and expect sales and marketing spend as a percentage of revenue to decrease over time as our business grows. 51 Table of C ontents General and Administrative Expenses General and administrative expenses consist of personnel-related expenses, including salaries, benefits, and stock-based compensation, of our executives and members of the board of directors, finance, human resource, IT, and legal departments as well as fees related to legal fees, patent prosecution, accounting, finance and professional services as well as insurance and bank fees.
We have experienced additional sales and marketing expenses as a result of our global expansion, and expect sales and marketing spend as a percentage of revenue to decrease over time as our business grows. 51 Table of C ontents General and Administrative Expenses General and administrative expenses consist of personnel-related expenses, including salaries, benefits, and stock-based compensation, of our executives and members of the board of directors, finance, human resources, an allocation of shared overhead costs including facilities, utilities and IT-related costs that support general and administrative activities, as well as amortization of intangible assets, fees related to legal fees, patent prosecution, accounting, finance and professional services, as well as insurance and bank fees.
Liquidity and Capital Resources Our principal sources of liquidity are our cash and cash equivalents, cash generated from product revenues, sales of common stock under our at-the market equity offering program and our Loan Agreement with Hercules Capital, Inc. Our primary requirements for liquidity and capital are working capital, inventory management, capital expenditures, public company costs and general corporate needs.
Liquidity and Capital Resources Our principal sources of liquidity are our cash and cash equivalents and short-term investments, cash generated from product revenues, sales of common stock under our at-the market equity offering program and proceeds from debt financing. Our primary requirements for liquidity and capital are working capital, inventory management, capital expenditures, public company costs and general corporate needs.
As of December 31, 2022, $40.0 million has been drawn to date under the Loan Agreement, and can be used for general working capital purposes subject to certain terms and conditions.
As of December 31, 2022, $40.0 million had been drawn under the Term Loan Facility, and could be used for general working capital purposes subject to certain terms and conditions.
Estimating the fair value of reporting unit requires the use of estimates and significant judgments that are based on a number of factors including actual operating results. It is reasonably possible that the judgments and estimates described above could change in future periods. Inventory Valuation Inventories are stated at the lower of cost or estimated net realizable value.
Estimating the fair value of reporting unit requires the use of estimates and significant judgments that are based on a number of factors including actual operating results. It is reasonably possible that the judgments and estimates described above could change in future periods.
Income Taxes Our income tax provision consists of federal, state and foreign current and deferred income taxes. Our income tax provision for interim periods is determined using an estimate of our annual effective tax rate, adjusted for discrete items arising in the quarter.
Our income tax provision for interim periods is determined using an estimate of our annual effective tax rate, adjusted for discrete items arising in the quarter.
We believe our sales volume by customer depends on the end market demand for our customers’ products that incorporate our digital lidar solutions as well as our ability to grow our sales force. 49 Table of C ontents Average Selling Prices (“ASPs”), Product Costs and Margins.
In 2024, our strategic business objectives include growing our installed base of customers. We believe our sales volume by customer depends on the end market demand for our customers’ products that incorporate our digital lidar solutions as well as our ability to grow our sales force. Average Selling Prices (“ASPs”), Product Costs and Margins.
Nonetheless, our revenue may not grow as we expect unless and until more customers commercialize their products and lidar technology becomes more prevalent across our target end markets. Number of Customers in Production.
Accordingly, we expect to make progress towards growing our revenue and expanding gross margins. Nonetheless, our revenue and gross margins may not increase as we expect unless and until more customers commercialize their products and lidar technology becomes more prevalent across our target end markets. Number of Customers in Production.
Other income (expense), net was $7.7 million for the year ended December 31, 2022 compared to $3.0 million for the prior year. During the year ended December 31, 2022, we recorded a gain of $7.4 million for the fair value change of private placement warrant liability.
During the year ended December 31, 2022, we recorded a gain of $7.4 million for the fair value change of private placement warrant liability.
Cash Flow Summary For the Years ended December 31, 2022 2021 (dollars in thousands) Net cash provided by (used in): Operating activities $ (110,690) $ (71,061) Investing activities (5,147) (15,229) Financing activities 55,602 258,304 Operating Activities During the year ended December 31, 2022, operating activities used $110.7 million in cash.
Cash Flow Summary For the Years ended December 31, 2023 2022 (dollars in thousands) Net cash provided by (used in): Operating activities $ (137,890) $ (110,690) Investing activities 50,601 (5,147) Financing activities 15,657 55,602 Operating Activities During the year ended December 31, 2023, operating activities used $137.9 million in cash.
However, notwithstanding any short-term price surcharges on our products, we expect that over time our volume-driven product costs will lead to gross margin improvement as our sales volume increases. Competition. Lidar is an emerging market, and there are many competitors for the growing market. This has created downward pressure on our ASPs, particularly in the Asia and Pacific region.
However, notwithstanding any short-term price surcharges on our products, we expect that over time our volume-driven product costs will decrease. 49 Table of C ontents Competition. Lidar is an emerging market, and there are many competitors for the growing market. This has created downward pressure on our ASPs.
As a result, we expect that our results of operations, including revenue and gross margins, will fluctuate on a quarterly and annual basis for the foreseeable future. As the market for lidar solutions matures and more customers reach a commercialization phase with solutions that rely on our technology, the fluctuations in our operating results may become less pronounced.
As the market for lidar solutions matures and more customers reach a commercialization phase with solutions that rely on our technology, the fluctuations in our operating results may become less pronounced.
The cash used in changes in our operating assets and liabilities of $6.1 million was primarily due to an increase in accounts receivable of $8.0 million, an increase in inventories of $3.4 million, a decrease in prepaid expenses and other assets of $0.4 million, a decrease in accounts payable of $2.4 million, an increase in accrued and other liabilities of $9.1 million and a decrease of operating lease liability of $1.7 million.
The cash used in changes in our operating assets and liabilities of $21.5 million was primarily due to an increase in inventories of $4.0 million, a decrease in accounts payable of $8.5 million, an increase in accrued and other liabilities of $8.1 million. During the year ended December 31, 2022, operating activities used $110.7 million in cash.
The increase in interest income was primarily attributable to higher interest rates on excess cash and cash equivalent balances. Interest expense was $2.7 million for the year ended December 31, 2022 compared to $0.5 million for the prior year.
The increase in interest income was primarily attributable to a higher average cash and cash equivalent balance driven by additions from the Velodyne Merger transaction and higher interest rates earned on held balances. Interest expense was $9.3 million for the year ended December 31, 2023 compared to $2.7 million for the prior year.
During the year ended December 31, 2022, we sold 7,833,709 shares of common stock for net proceeds of $15.8 million under the ATM Agreement. We currently intend to use the net proceeds from the sale of shares pursuant to the ATM Agreement for working capital and general corporate purposes.
We currently intend to use the net proceeds from the sale of shares pursuant to the ATM Agreement for working capital and general corporate purposes.
Investing Activities During the year ended December 31, 2022, cash used in investing activities was $5.1 million, which was primarily related to purchases of property, plant and equipment of $5.4 million, partially offset by sales of property and equipment of $0.3 million.
During the year ended December 31, 2022, cash used in investing activities was $5.1 million, which was primarily related to purchases of property, plant and equipment of $5.4 million, partially offset by sales of property and equipment of $0.3 million . 58 Table of C ontents Financing Activities During the year ended December 31, 2023, cash provided by financing activities was $15.7 million, consisting primarily of $14.6 million of proceeds from the issuance of common stock under the ATM Agreement and proceeds from employee stock purchase program of $1.2 million.
R&D expenses consist of personnel-related expenses, including salaries, benefits, and stock-based compensation, for all personnel directly involved in R&D activities, third-party engineering and contractor costs, and prototype expenses. R&D costs are expensed as they are incurred. Our investment in R&D will continue to grow as we invest in new lidar technology and related software.
R&D expenses consist of personnel-related expenses, including salaries, benefits, and stock-based compensation, for all personnel directly involved in R&D activities, third-party engineering and contractor costs, prototype expenses, amortization of intangible assets, and an allocation of shared overhead costs including facilities, utilities and IT-related costs that support R&D activities. R&D costs are expensed as they are incurred.
Income Taxes Year Ended December 31, 2022 - 2021 Change 2022 2021 $ % (dollars in thousands) Loss before income taxes $ (138,255) $ (96,775) $ (41,480) 43 % Provision (benefit from) for income tax expense 305 (2,794) 3,099 (111) Effective tax rate (0.22) % 2.89 % Our effective tax rate was (0.22)% for the year ended December 31, 2022 compared to our effective tax benefit of 2.89% for the prior year.
Income Taxes Year Ended December 31, 2023 - 2022 Change 2023 2022 $ % (dollars in thousands) Loss before income taxes $ (373,587) $ (138,255) $ (235,332) 170 % Provision for income tax expense 523 305 218 71 Effective tax rate (0.14) % (0.22) % Our effective tax rate was (0.14)% for the year ended December 31, 2023 compared to our effective tax rate of (0.22)% for the prior year.
The Amazon Warrant is subject to vesting; 50% of the unvested Amazon Warrant vested as a result of the Velodyne Merger and the remainder will vest over time based on payments by Amazon or its affiliates to us in connection with Amazon’s purchase of goods and services from us. 48 Table of C ontents COVID-19 Impact Our suppliers who are located worldwide, including some of our key suppliers, have been affected by the novel coronavirus (“COVID-19”) pandemic, resulting in persistent supply chain disruptions.
The Amazon Warrant is subject to vesting; 50% of the unvested Amazon Warrant as of the date of the Velodyne Merger vested as a result of the Velodyne Merger and the remainder will vest over time based on payments by Amazon or its affiliates to us in connection with Amazon’s purchase of goods and services from us.
Cost of Revenue Cost of revenue consists of the manufacturing cost of our digital lidar sensors, which primarily consists of sensor components, personnel-related expenses, including salaries, benefits, and stock-based compensation directly associated with our manufacturing organization, and amounts paid to our third-party contract manufacturer and vendors.
As we grow our business, we expect to continue to improve our own understanding of our customers’ needs and timelines, and expect the timing of orders will have a less notable impact on our quarterly results. 50 Table of C ontents Cost of Revenue Cost of revenue consists of the manufacturing cost of our lidar sensors, which primarily consists of sensor components, personnel-related expenses, including salaries, benefits, and stock-based compensation directly associated with our manufacturing organization, and amounts paid to our third-party contract manufacturer and vendors.
In particular, the widespread COVID-19 pandemic and current macroeconomic conditions, including elevated inflation rates and high interest rates, have resulted in, and may continue to result in, significant disruption of global financial markets, reducing our ability to access capital.
In particular, current macroeconomic conditions, including elevated inflation rates and high interest rates, have resulted in, and may continue to result in, significant disruption of global financial markets, reducing our ability to access capital. If we are unable to raise additional funds when or on the terms desired, our business, financial condition and results of operations could be adversely affected.
We design and manufacture digital lidar sensors that we believe are one of the highest-performing, lowest-cost lidar solutions available today across each of our four target markets: industrial automation; smart infrastructure; robotics; and automotive. Our digital lidar sensors leverage a simplified architecture based on two semiconductor chips and are backed by a suite of patent-protected technology.
We design and manufacture digital lidar sensors that we believe are one of the highest-performing, lowest-cost lidar solutions available today across each of our four target markets: industrial automation; smart infrastructure; robotics; and automotive. 47 Table of C ontents We also provide perception software platforms for smart infrastructure deployments.
Within our OS sensor models, we offer numerous customization options, all enabled by embedded software. For each of our three models in the OS product line, we offer resolution options of 128 lines vertically (“channels”), 64 channels, or 32 channels, as well as many beam spacing options.
For each of our three models in the OS product line, we offer resolution options of 128 lines vertically (“channels”), 64 channels, or 32 channels, as well as many beam spacing options. On October 19, 2022, we announced the launch of our newest OS series scanning sensors, REV7, powered by our next-generation L3 chip.
Our absolute amount of R&D expenses will grow over time; however, we expect R&D as a percentage of revenue to decrease over time as our business grows. Sales and Marketing Expenses Our business development, customer support and marketing teams are located in offices worldwide.
Our investment in R&D will continue to grow as we invest in new lidar technology and related software. Our absolute amount of R&D expenses is expected to grow over time; however, we expect R&D as a percentage of revenue to decrease over time as our business grows.
We are currently developing our solid-state DF product line, which is a suite of short, mid, and long-range solid-state digital lidar sensors that provide uniform precision imaging without motion blur across an entire field of view. On October 19, 2022, we announced the launch of our newest OS series scanning sensors, REV7, powered by our next-generation L3 chip.
We are currently developing our solid-state DF product line, which is a suite of short, mid, and long-range solid-state digital lidar sensors that provide uniform precision imaging without motion blur across an entire field of view. We believe the simplicity of our digital lidar design gives us a meaningful advantage in costs related to manufacturing, supply chain and production yields.
We believe that we are a leading digital lidar provider. Our financial performance is significantly dependent on our ability to maintain this leading position which is further dependent on the investments we make in research and development. We believe it is essential that we continue to identify and respond to rapidly evolving customer requirements, including successfully realizing our product roadmap.
Our financial performance is significantly dependent on our ability to maintain this leading position which is further dependent on the investments we make in research and development.
Interest expense recorded in the year ended December 31, 2021 primarily consisted of interest and amortization of debt issuance 55 Table of C ontents cost and discount on the loan and security agreement with Runway Growth Credit and Fund Inc., which was terminated on March 26, 2021.
Interest expense recorded in the year ended December 31, 2022 primarily consisted of interest and amortization of debt issuance cost and discount on the Loan and Security Agreement with Hercules Capital, Inc. and interest expense on the Revolving Credit Line Agreement with UBS Bank USA and UBS Financial Services Inc.
Interest Income, Interest Expense, and Other Income (Expense), Net Interest income consists primarily of income earned on our cash and cash equivalents. These amounts will vary based on our cash and cash equivalents balances and market rates. Interest expense consists primarily of interest on our debt and convertible notes and amortization of debt issuance costs and discounts.
These amounts will vary based on our respective balances and market rates. Interest expense consists primarily of interest on our debt, amortization of debt issuance costs and discounts, fees paid on refinancing and loss on debt extinguishment from our former credit line with Hercules.
The primary factors affecting our operating cash flows during this period were our net loss of $94.0 million, impacted by our non-cash charges of $29.1 million primarily consisting of depreciation and amortization of $5.5 million, stock-based compensation of $25.4 million, change in deferred income taxes of $2.5 million, change in right-of-use asset of $2.2 million, amortization of debt issuance costs and debt discount of $0.3 million, $2.9 million change in fair value of warrant liabilities, inventory write down of $0.8 million and allowance for expected credit losses of $0.4 million.
The primary factors affecting our operating cash flows during this period were our net loss of $374.1 million, impacted by our non-cash charges of $257.7 million primarily consisting of inventory write-down of $10.0 million, interest expense and loss on extinguishment of debt of $4.0 million, goodwill impairment charges of $166.7 million, depreciation and amortization of $17.1 million, stock-based compensation of $57.7 million, loss on write-off of construction in-progress and right-of-use asset impairment of $1.7 million, and amortization of right-of-use asset of $4.5 million.
Our product offering today includes three models of sensors in our OS product line: the ultra-wide field of view OS0, the mid-range OS1, and the long-range OS2. In January 2020 we released new models in our OS product line, increasing the resolution of our OS1 model and introducing the OS0 and OS2 models.
Our product offering currently includes four models of sensors in our OS product line: the hemispheric field of view OSDome, the ultra-wide field of view OS0, the mid-range OS1, and the long-range OS2. Within our OS sensor models, we offer numerous customization options, all enabled by embedded software.
General and Administrative General and administrative expenses increased by $9.2 million, or 18%, to $61.2 million for the year ended December 31, 2022 from $52.0 million in the prior year.
The increase was primarily attributable to the Velodyne Merger, which increased headcount-related expenses including stock based compensation by $8.1 million in 2023. General and Administrative General and administrative expenses increased by $20.8 million, or 34%, to $82.0 million for the year ended December 31, 2023 from $61.2 million in the prior year.
The increase in employee-related expenses was mainly due to the higher headcount associated with the Sense Photonics, Inc. acquisition. Sales and Marketing Sales and marketing expenses increased by $8.6 million, or 39%, to $30.8 million for the year ended December 31, 2022 from $22.3 million in the prior year.
The increase was primarily attributable to the Velodyne Merger, which increased headcount-related expenses including stock based compensation by $19.0 million in 2023. Sales and Marketing Sales and marketing expenses increased by $10.8 million, or 35%, to $41.6 million for the year ended December 31, 2023 from $30.8 million in the prior year.
We believe that lidar is approaching its inflection point of adoption across our target end market applications, and that we are well-positioned to capitalize on this market adoption. However, as our customers continue research and development projects to commercialize semi-autonomous solutions that rely on lidar technology, it is difficult to estimate the timing of ultimate end market and customer adoption.
However, as our customers continue research and development projects that rely on lidar technology, it is difficult to estimate the timing of ultimate end market and customer adoption. As a result, we expect that our results of operations, including revenue and gross margins, will continue to fluctuate on a quarterly and annual basis for the foreseeable future.
Amazon Warrant Amazon.com NV Investment Holdings LLC, a wholly-owned subsidiary of Amazon.com, Inc. (“Amazon”), holds a warrant (“Amazon Warrant”) to acquire, following customary antidilution adjustments, up to an aggregate of 32,638,980 shares of our common stock at an exercise price of $5.07 per share. We assumed the Amazon Warrant as part of the Velodyne Merger.
(“Amazon”), holds a warrant (“Amazon Warrant”) to acquire shares of our common stock. We assumed the Amazon Warrant as part of the Velodyne Merger.
Other income (expense), net consists primarily of realized and unrealized gains and losses on foreign currency transactions and balances, the change in fair value of financial instruments, including warrants issued in connection with a debt agreement, and warrants initially issued by CLA in a private placement.
Other income (expense), net consists primarily of realized and unrealized gains and losses on foreign currency transactions and balances, realized gains and losses related to sales of our available-for-sale investments, the change in fair value of the private placement warrant liability. Income Taxes Our income tax provision consists of federal, state and foreign current and deferred income taxes.
We are successfully expanding our manufacturing capacity by outsourcing to our manufacturing partner, Benchmark Electronics, Inc. (“Benchmark”). Benchmark manufactures our products at its facility in Thailand, which we expect will reduce our product costs and allow us to rapidly scale production to meet our anticipated product demand. We expect our manufacturing costs per unit to decrease further with higher volumes.
Benchmark and Fabrinet manufacture the majority of our products at their facilities in Thailand, which we expect will continue to reduce our product costs and allow us to continue to rapidly scale production to meet our anticipated product demand.
Geographic Locations The Americas revenue remained relatively flat compared to prior year. Revenue increase in Asia and Pacific, Europe, Middle East and Africa regions was primarily attributable to our continued focus and investment in our global sales team and an increase in the demand of our products in the year ended December 31, 2022.
Geographic Locations Revenue increased across the geographic regions of the Americas, Asia-Pacific, and Europe, Middle East and Africa as compared to the comparable period in the prior year.
Cost of Revenue and Gross Margin Year Ended December 31, 2022 - 2021 Change 2022 2021 $ % (dollars in thousands) Cost of revenue $ 30,099 $ 24,492 $ 5,607 23 % Cost of revenue and Gross Margin Cost of revenue increased by $5.6 million, or 23%, to $30.1 million for the year ended December 31, 2022 from $24.5 million for the prior year.
The revenue increases in those geographic regions were primarily attributable to the Velodyne Merger, our focus and investment in our global sales team and increased demand for our OS sensors during the year ended December 31, 2023. 54 Table of C ontents Cost of Revenue and Gross Margin Year Ended December 31, 2023 - 2022 Change 2023 2022 $ % (dollars in thousands) Cost of revenue $ 74,965 $ 30,099 $ 44,866 149 % Cost of revenue and Gross Margin Cost of revenue increased by $44.9 million, or 149%, to $75.0 million for the year ended December 31, 2023 from $30.1 million for the prior year.
The change was primarily attributable to the $2.6 million increase in litigation costs, $2.5 million increase in payroll and personnel-related costs, $2.3 million increase in professional services fees primarily related to Velodyne Merger, $2.2 million increase in office, facility and other expenses, $1.3 million increase in depreciation and amortization expenses and $1.1 million increase in insurance premiums, partially offset by a decrease of $2.8 million in stock-based compensation expenses.
The increase was primarily attributable to the Velodyne Merger, which increased headcount-related expenses including stock based compensation and litigation related costs by $29.6 million.
Interest Income, Interest Expense and Other Income (Expense), Net Year Ended December 31, 2022 - 2021 Change 2022 2021 $ % (dollars in thousands) Interest income $ 2,208 $ 471 $ 1,737 369 % Interest expense (2,694) (504) (2,190) 435 Other income, net 7,654 2,968 4,686 158 Interest income was $2.2 million for the year ended December 31, 2022 compared to $0.5 million for the prior year.
Goodwill Impairment Charges Goodwill impairment charges were $166.7 million for the year ended December 31, 2023 and related to the reasons described above under “Goodwill impairment charges.” There were no goodwill impairment charges during the year ended December 31, 2022. 55 Table of C ontents Interest Income, Interest Expense and Other Income (Expense), Net Year Ended December 31, 2023 - 2022 Change 2023 2022 $ % (dollars in thousands) Interest income $ 9,038 $ 2,208 $ 6,830 309 % Interest expense (9,303) (2,694) (6,609) 245 Other income (expense), net (130) 7,654 (7,784) (102) Interest income was $9.0 million for the year ended December 31, 2023 compared to $2.2 million for the prior year.
Our tax expense changed by $3.1 million during the year ended December 31, 2022, compared to prior year, primarily due to the release of the valuation allowance as a result of recording a deferred tax liability from an acquisition during the year ended December 31, 2021.
Our tax expense changed by $0.2 million during the year ended December 31, 2023, compared to the prior year, primarily due to withholding taxes in the United States and income tax expense from profitable foreign jurisdictions.
We recorded interest expense on our debt and amortization of debt issuance costs and discount in the year ended December 31, 2022 relating to multiple term loan borrowings and amortization of debt issuance costs and discount under our Loan and Security Agreement with Hercules Capital, Inc., dated April 29, 2022 (as amended, the “Term Loan Facility”).
We utilized proceeds from a revolving credit line with UBS to prepay and terminate our existing term loan with Hercules. We recognized a loss of extinguishment of debt of $3.6 million and recorded it is interest expense, along with amortization of debt issuance costs and discount in the year ended December 31, 2023.
During the year ended December 31, 2021, cash used in investin g activities was $15.2 million, which was primarily related to cash used for our acquisition of Sense, net of cash acquired, of $10.9 million and purchases of property, plant and equipment of $4.3 million.
Investing Activities During the year ended December 31, 2023, cash used in investing activities was $50.6 million, which was attributed primarily to the Velodyne Merger and proceeds and purchases of short-term investments.
Gross margin was flat at 27% for the year ended December 31, 2022 as the result of 8% decrease in cost per unit offset by the 9% decrease in average selling prices. 54 Table of C ontents Operating Expenses Year Ended December 31, 2022 - 2021 Change 2022 2021 $ % (dollars in thousands) Operating expenses: Research and development $ 64,317 $ 34,579 $ 29,738 86 % Sales and marketing 30,833 22,258 8,575 39 General and administrative 61,203 51,959 9,244 18 Total operating expenses: $ 156,353 $ 108,796 $ 47,557 44 % Research and Development Research and development expenses increased by $29.7 million, or 86%, to $64.3 million for the year ended December 31, 2022 from $34.6 million in the prior year.
Operating Expenses Year Ended December 31, 2023 - 2022 Change 2023 2022 $ % (dollars in thousands) Operating expenses: Research and development $ 91,210 $ 64,317 $ 26,893 42 % Sales and marketing 41,639 30,833 10,806 35 General and administrative 81,982 61,203 20,779 34 Goodwill impairment charges $ 166,675 $ — $ 166,675 100 % Total operating expenses: $ 381,506 $ 156,353 $ 225,153 144 % Research and Development Research and development expenses increased by $26.9 million, or 42%, to $91.2 million for the year ended December 31, 2023 from $64.3 million in the prior year.