Biggest changeIn 2022 , 2021 , and 2020 , Microsoft accounted for 18.4%, 14.11%, and 38.3% of our revenue, the U.S. based large datacenter operator accounted for 5.9%, 8.3%, and 8.0% of our revenue, and the U.S. based NEM company accounted for 3.6%, 7.2% and 7.9% of our revenue, respectively. 29 Table of Contents In 2022 , our revenue increase of 5.3% over the prior-year was driven primarily by strong demand in CATV product sales arising from products with architecture improvements to enable delivery of additional bandwidth to consumers.
Biggest changeIn 2023 , 2022 , and 2021 , ATX accounted for 15.6%, 47.3%, and 25.6% of our revenue, Digicomm accounted for 11.3%, 0%, and 0% of our revenue, and a U.S. based large CATV equipment provider accounted for 1.3%, 1.7% and 3.3% of our revenue, respectively. 28 Table of Contents In 2023 , our decrease of revenue of 2.3% over the prior-year was driven primarily by decreased demand in the CATV market, which we believe is due to reductions in purchasing of older generation DOCSIS 3.1 equipment, which was nearly offset by increased demand for our internet datacenter products, which we believe is arising from demand for products necessary for new datacenter construction along with datacenter upgrades to enable new technologies like Artificial Intelligence (AI).
Overview We are a leading, vertically integrated provider of fiber-optic networking products. We target four networking end-markets: CATV, internet data centers, telecom and FTTH. We design and manufacture a range of optical communications products at varying levels of integration, from components, subassemblies and modules to complete turn-key equipment.
Overview We are a leading, vertically integrated provider of fiber-optic networking products. We target four networking end-markets: internet data centers, CATV, telecom and FTTH. We design and manufacture a range of optical communications products at varying levels of integration, from components, subassemblies and modules to complete turn-key equipment.
We are primarily focused on the higher-performance segments within the CATV, internet data center, telecom and FTTH markets which increasingly demand faster connectivity and innovation. Our vertically integrated manufacturing model provides us several advantages, including rapid product development, fast response times to customer requests and control over product quality and manufacturing costs.
We are primarily focused on the higher-performance segments within the internet data center, CATV, telecom and FTTH markets which increasingly demand faster connectivity and innovation. Our vertically integrated manufacturing model provides us several advantages, including rapid product development, fast response times to customer requests and control over product quality and manufacturing costs.
Seasonality We are uncertain whether the demand for our CATV, internet data center, telecom and FTTH products is seasonal, as our sales data does not indicate a significant trend with respect to these products. We began to manufacture a meaningful quantity of CATV and internet data center products in our Ningbo, China factory in 2017 and 2020, respectively.
Seasonality We are uncertain whether the demand for our internet data center, CATV, telecom and FTTH products is seasonal, as our sales data does not indicate a significant trend with respect to these products. We began to manufacture a meaningful quantity of CATV and internet data center products in our Ningbo, China factory in 2017 and 2020, respectively.
We derive a significant portion of our revenue from our top ten customers, and we anticipate that we will continue to do so for the foreseeable future.
We derive a significant portion of our revenue from our top ten customers, and we anticipate that we will continue to do so for the foreseeable future.
Further information regarding our note payable is provided in Note K Notes Payable and Long-Term Debt in the Notes to Consolidated Financial Statements in this Form 10-K. We also have a fixed-rate convertible senior note.
Further information regarding our notes payable is provided in Note K Notes Payable and Long-Term Debt in the Notes to Consolidated Financial Statements in this Form 10-K. We also have a fixed-rate convertible senior note.
When indicators exist, recoverability of assets is measured by a comparison of the carrying value of the asset group to the estimated undiscounted future net cash flows expected to be generated by the asset.
When indicators exist, recoverability of assets is measured by a comparison of the carrying value of the asset group to the estimated undiscounted future net cash flows expected to be generated by the asset group.
Such percentages were determined through analysis of the inventory to determine each product's lifespan, a review historical write-offs or scrapped inventory, and an assessment by product engineers of the possibility of obsolescence for each product.
Such percentages were determined through analysis of the inventory to determine each product's lifespan, a review of historical write-offs or scrapped inventory, and an assessment by product engineers of the possibility of obsolescence for each product.
Historically, our revenue has been significantly concentrated within the data center market, and starting from 2021, our revenue tends to be split between CATV market and data center market. Moreover, within these markets, revenue tends to be concentrated among a small number of customers.
Historically, our revenue has been significantly concentrated within the data center market, and starting from 2021, our revenue tends to be split primarily between CATV market and data center market. Moreover, within these markets, revenue tends to be concentrated among a small number of customers.
Sales and marketing expense consists primarily of personnel costs, including share-based compensation for our sales and marketing personnel, as well as travel and trade show expense, shipping and tariff expense, sales commissions and the allocation of overall corporate services and facility costs.
Sales and marketing expense consists primarily of personnel costs, including share-based compensation for our sales and marketing personnel, as well as travel and trade show expenses, shipping and tariff expenses, sales commissions and the allocation of overall corporate services and facility costs.
Upon delivery of a placement notice and subject to the terms and conditions of the Agreement, sales, if any, of the Shares will be made through the Sales Agent in transactions that are deemed to be “at the market” offerings as defined in Rule 415 of the Securities Act of 1933, as amended (the “Securities Act”), including sales made through the facilities of the Nasdaq Global Market, the principal trading market for the Company’s common stock, on any other existing trading market for the Company’s common stock, to or through a market maker or as otherwise agreed by the Company and the Sales Agent.
Upon delivery of a placement notice and subject to the terms and conditions of the Agreement, sales, if any, of the Shares will be made through the Sales Agent in transactions that are deemed to be “at the market” offerings as defined in Rule 415 of the Securities Act of 1933, as amended (the "Securities Act"), including sales made through the facilities of the Nasdaq Global Market, the principal trading market for the Company’s common stock, on any other existing trading market for the Company’s common stock, to or through a market maker or as otherwise agreed by the Company and the Sales Agent.
However, there is no guarantee that we may increase selling prices or reduce costs to fully mitigate the effect of inflation on our costs, which may adversely impact our sales margins and profitability. 40 Table of Contents Critical Accounting Policies and Estimates Our discussion and analysis of our financial condition and results of operations are based upon our consolidated financial statements, which have been prepared in accordance with U.S.
However, there is no guarantee that we may increase selling prices or reduce costs to fully mitigate the effect of inflation on our costs, which may adversely impact our sales margins and profitability. 39 Table of Contents Critical Accounting Policies and Estimates Our discussion and analysis of our financial condition and results of operations are based upon our consolidated financial statements, which have been prepared in accordance with U.S.
For the years ended December 31, 2022 and 2021, we had $0.2 million and $0.2 million, respectively, of unrecognized tax benefits related to U.S. tax benefits recognized for which we do not meet the more likely than not threshold. See additional information regarding income taxes in Note O, included in Part II, Item 8 of this Form 10-K.
For the years ended December 31, 2023 and 2022, we had $0.2 million and $0.2 million, respectively, of unrecognized tax benefits related to U.S. tax benefits recognized for which we do not meet the more likely than not threshold. See additional information regarding income taxes in Note O, included in Part II, Item 8 of this Form 10-K.
Furthermore, we have developed additional original design manufacturer, or ODM, relationships with customers in each of our target markets which should enable us to diversify our revenue base. We had two and three customers that accounted for more than 10% of our revenue in 2022 and 2021, respectively. Product Development. We invest heavily to develop new and innovative products.
Furthermore, we have developed additional original design manufacturer, or ODM, relationships with customers in each of our target markets which should enable us to diversify our revenue base. We had three customers and two customers that accounted for more than 10% of our revenue in 2023 and 2022, respectively. Product Development. We invest heavily to develop new and innovative products.
Global renewed its national high-tech enterprise certificate in 2011, 2014, 2017 and 2020, extending its three-year tax preferential status through December 2023.
Global renewed its national high-tech enterprise certificate in 2011, 2014, 2017, 2020, and 2023 extending its three-year tax preferential status through December 2026.
Our gross margin varies quarter to quarter and varies primarily due to the product mix in a particular quarter, as well as from the level of manufacturing efficiencies, production yields (particularly in the laser chip fabrication process) and overall supply costs. 34 Table of Contents Results of Operations The following table sets forth our results of operations for the periods presented as a percentage of our revenue for those periods.
Our gross margin varies quarter to quarter and varies primarily due to the product mix in a particular quarter, as well as from the level of manufacturing efficiencies, production yields (particularly in the laser chip fabrication process) and overall supply costs. 33 Table of Contents Results of Operations The following table sets forth our results of operations for the periods presented as a percentage of our revenue for those periods.
We believe our close coordination with our customers regarding their future product requirements enhances the efficiency of our research and development expenditures. 31 Table of Contents Discussion of Financial Performance Revenue We generate revenue through the sale of our products to equipment providers for the CATV, internet data center, telecom, FTTH and other markets.
We believe our close coordination with our customers regarding their future product requirements enhances the efficiency of our research and development expenditures. 30 Table of Contents Discussion of Financial Performance Revenue We generate revenue through the sale of our products to equipment providers for the internet data center, CATV, telecom, FTTH and other markets.
We base those internal sales upon established transfer pricing methodologies. However, we eliminate all of those internal sales, and cost of goods sold transactions, to arrive at total revenue and cost of goods sold on a consolidated basis. 32 Table of Contents We have a global set of suppliers to help balance considerations related to product availability, quality and cost.
We base those internal sales upon established transfer pricing methodologies. However, we eliminate all of those internal sales, and cost of goods sold transactions, to arrive at total revenue and cost of goods sold on a consolidated basis. 31 Table of Contents We have a global set of suppliers to help balance considerations related to product availability, quality and cost.
We expect a similar portion of our sales to be denominated in foreign currencies in 2023. Cost of goods sold and gross margin Our cost of goods sold is impacted by variances arising from changes in yields and production volume, as well as increases or decreases in the cost of raw materials used in production.
We expect a similar portion of our sales to be denominated in foreign currencies in 2024. Cost of goods sold and gross margin Our cost of goods sold is impacted by variances arising from changes in yields and production volume, as well as increases or decreases in the cost of raw materials used in production.
In the future, we expect general and administrative expense to increase on a dollar basis but to decline as a percentage of revenue, to the extent that our revenue increases over time. 33 Table of Contents Other income (expense) Interest income consists of income earned on our cash, cash equivalents and short-term investments.
In the future, we expect general and administrative expense to increase on a dollar basis but to decline as a percentage of revenue, to the extent that our revenue increases over time. 32 Table of Contents Other income (expense) Interest income consists of income earned on our cash, cash equivalents and short-term investments.
We anticipate additional expenses for building improvements to the factory and we are in the process of evaluating the timing of these expenditures and obtaining bids for any such work. Based on forecasts, we believe the factory will be placed in service in the second half of 2023 after the construction is completed for the building interior.
We anticipate additional expenses for building improvements to the factory and we are in the process of evaluating the timing of these expenditures and obtaining bids for any such work. Based on forecasts, we believe the factory will be placed in service in the second half of 2024 after the construction is completed for the building interior.
We believe that the turnover in 2020 was higher than usual due to the COVID-19 pandemic which caused travel restrictions, additional health check requirements, and a lengthy shutdown of operations in Ningbo. As a result of employee turnover, we must hire and train replacement employees.
We believe that the turnover in 2022 was higher than usual due to the COVID-19 pandemic which caused travel restrictions, additional health check requirements, and a lengthy shutdown of operations in Ningbo. As a result of employee turnover, we must hire and train replacement employees.
These cash decreases were offset by a decrease of notes receivable of $7.8 million, decrease in inventory of $1.2 million, increase in accounts payable to our vendors of $13.0 million and increase in accrued liabilities of $5.3 million. In 2021, net cash used in operating activities was $11.6 million.
These cash decreases were offset by a decrease of notes receivable of $7.8 million, decrease in inventory of $1.2 million, increase in accounts payable to our vendors of $13.0 million and increase in accrued liability of $5.3 million. In 2021, net cash used in operating activities was $11.6 million.
Additionally, we pay commissions to third parties on certain product lines and identified customers, which also amounted to less than one percent of our revenue in 2022, 2021 and 2020 . As such, our sales and marketing expense does not directly increase with revenue.
Additionally, we pay commissions to third parties on certain product lines and identified customers, which also amounted to less than one percent of our revenue in 2023, 2022 and 2021 . As such, our sales and marketing expense does not directly increase with revenue.
Factors that could cause or contribute to such differences include, but are not limited to, those discussed in “Risk Factors.” This section generally discusses the results of our operations for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Factors that could cause or contribute to such differences include, but are not limited to, those discussed in “Risk Factors.” This section generally discusses the results of our operations for the year ended December 31, 2023 compared to the year ended December 31, 2022.
For a discussion of the year ended December 31, 2021 compared to the year ended December 31, 2020, please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2021, as amended.
For a discussion of the year ended December 31, 2022 compared to the year ended December 31, 2021, please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2022, as amended.
Our effective tax rate is affected by recurring items, such as tax rates in state and foreign jurisdictions and the relative amounts of income we earn in those jurisdictions. We recorded no federal tax expense for the years ended December 31, 2022 and December 31, 2021.
Our effective tax rate is affected by recurring items, such as tax rates in state and foreign jurisdictions and the relative amounts of income we earn in those jurisdictions. We recorded no federal tax expense for the years ended December 31, 2023 and December 31, 2022.
As of December 31, 2022, construction of the building shell is complete, and approximately $27.4 million of this total cost has been paid and the remaining portion will be paid in yearly installments for three years after final inspection.
As of December 31, 2023, construction of the building shell is complete, and approximately $27.4 million of this total cost has been paid and the remaining portion will be paid in yearly installments for three years after final inspection.
We compensate our sales staff through base salary and commissions, with base salary being the largest component of overall compensation. Total sales commissions to employees amounted to less than one percent of our revenue in 2022, 2021 and 2020 .
We compensate our sales staff through base salary and commissions, with base salary being the largest component of overall compensation. Total sales commissions to employees amounted to less than one percent of our revenue in 2023, 2022 and 2021 .
Although our overall gross margins over the past three years have been between 15.1% and 21.5%, our gross margins vary more broadly on a product-by-product basis. Our newer and more advanced products typically have higher average selling prices and higher gross margins; however, until the product volumes scale, the gross margin from newer and advanced products may initially be lower.
Although our overall gross margins over the past three years have been between 15.1% and 27.1%, our gross margins vary more broadly on a product-by-product basis. Our newer and more advanced products typically have higher average selling prices and higher gross margins; however, until the product volumes scale, the gross margin from newer and advanced products may initially be lower.
The details of the shares of common stock sold through the Second ATM Offering through December 31, 2022 are as follows (in thousands, except shares and weighted average per share price): Distribution Agent Month Weighted Average Per Share Price Number of Shares Sold Net Proceeds Compensation to Distribution Agent Raymond James & Associates, Inc.
The details of the shares of common stock sold through the ATM Offering through December 31, 2023 are as follows (in thousands, except shares and weighted average per share price): Distribution Agent Month Weighted Average Per Share Price Number of Shares Sold Net Proceeds Compensation to Distribution Agent Raymond James & Associates, Inc.
We expect that our income taxes will vary in relation to our profitability and the geographic distribution of our profits. In 2022 and 2021 our effective tax rate was (0.0%) . In 2020 our effective tax rate was (14.1%). Our wholly owned subsidiary, Global Technology, Inc., has received preferential tax concessions in China as a national high-tech enterprise.
We expect that our income taxes will vary in relation to our profitability and the geographic distribution of our profits. In 2023, 2022 and 2021 our effective tax rate was 0% . Our wholly owned subsidiary, Global Technology, Inc., has received preferential tax concessions in China as a national high-tech enterprise.
In 2022, 2021 and 2020 , we had 12, 20, and 30 design wins, respectively. We define a design win as the successful completion of the evaluation stage, where our customer has tested our product, verified that our product meets substantially all of their requirements and has informed us that they intend to purchase the product from us.
In 2023, 2022 and 2021 , we had 6, 12, and 20 design wins, respectively. We define a design win as the successful completion of the evaluation stage, where our customer has tested our product, verified that our product meets substantially all of their requirements and has informed us that they intend to purchase the product from us.
Years ended December 31, 2022 2021 2020 Revenue, net 100.0 % 100.0 % 100.0 % Cost of goods sold 84.9 % 82.2 % 78.5 % Gross profit 15.1 % 17.8 % 21.5 % Operating expenses Research and development 16.3 % 19.5 % 18.5 % Sales and marketing 4.4 % 5.2 % 6.0 % General and administrative 20.9 % 20.0 % 17.9 % Total operating expenses 41.6 % 44.7 % 42.4 % Loss from operations (26.5 )% (26.8 )% (20.8 )% Interest and other expense, net (3.3 )% 1.2 % (1.0 )% Loss before income taxes (29.8 )% (25.6 )% (21.8 )% Income tax expense (0.0 )% 0.0 % (3.1 )% Net loss (29.8 )% (25.6 )% (24.9 )% Comparison of Years Ended December 31, 2022 and 2021 Revenue We generate revenue through the sale of our products to equipment providers and network operators for the CATV, internet data center, telecom, FTTH and other markets.
Years ended December 31, 2023 2022 2021 Revenue, net 100.0 % 100.0 % 100.0 % Cost of goods sold 72.9 % 84.9 % 82.2 % Gross profit 27.1 % 15.1 % 17.8 % Operating expenses Research and development 16.5 % 16.3 % 19.5 % Sales and marketing 5.1 % 4.4 % 5.2 % General and administrative 24.5 % 20.9 % 20.0 % Total operating expenses 46.1 % 41.6 % 44.7 % Loss from operations (19.0 )% (26.5 )% (26.8 )% Interest and other expense, net (6.7 )% (3.3 )% 1.2 % Loss before income taxes (25.7 )% (29.8 )% (25.6 )% Income tax expense 0.0 % 0.0 % 0.0 % Net loss (25.7 )% (29.8 )% (25.6 )% Comparison of Years Ended December 31, 2023 and 2022 Revenue We generate revenue through the sale of our products to equipment providers and network operators for the internet data center, CATV, telecom, FTTH and other markets.
Recent Accounting Pronouncements See Note B of our Consolidated Financial Statements for a description of recent accounting pronouncements. 41 Table of Contents
Recent Accounting Pronouncements See Note B of our Consolidated Financial Statements for a description of recent accounting pronouncements. 40 Table of Contents
In the years 2022 , 2021 , and 2020 , the percentage of employees in our China factory who resigned or were terminated during Q1, relative to the average number of employees during the quarter was 66.1%, 35.9%, and 43.8%, respectively.
In the years 2023 , 2022 , and 2021 , the percentage of employees in our China factory who resigned or were terminated during Q1, relative to the average number of employees during the quarter was 53.8 %, 66.1%, and 35.9%, respectively.
During the years ended December 31, 2022, 2021 and 2020, we recorded excess and obsolete inventory reserve charges of $4.9 million, $3.9 million, and $3.9 million, respectively. For the years December 2022, 2021 and 2020, the direct inventory write-offs related to scrap, discontinued products and damaged inventories were $10.4 million, $16.8 million, and $20.4 million, respectively.
During the years ended December 31, 2023, 2022 and 2021, we recorded excess and obsolete inventory reserve charges of $8.7 million, $4.9 million, and $3.9 million, respectively. For the years December 2023, 2022 and 2021, the direct inventory write-offs related to scrap, discontinued products and damaged inventories were $10.6 million, $10.4 million, and $16.8 million, respectively.
There can be no guarantee that we will be able to raise additional funds on terms acceptable to us, or at all. Contractual Obligations and Commitments We have outstanding notes payable with varying maturities. As of December 31, 2022, our notes payable had an amount of $57.1 million, and the entire balance is within 12 months.
There can be no guarantee that we will be able to raise additional funds on terms acceptable to us, or at all. Contractual Obligations and Commitments We have outstanding notes payable with varying maturities. As of December 31, 2023, our notes payable had an amount of $23.2 million, and the entire balance is due within 12 months.
As of December 31, 2022, our convertible senior note had an aggregate principle amount of $80.5 million and future interest payments associated with our senior notes totaled $6.0 million. Further information regarding our convertible senior notes is provided in Note L – Convertible Senior Notes in the Notes to Consolidated Financial Statements in this Form 10-K.
As of December 31, 2023, our 2026 Note had an aggregate principle amount of $80.2 million and future interest payments associated with our 2026 Notes totaled $12.6 million. Further information regarding our convertible senior notes is provided in Note L – Convertible Senior Notes in the Notes to Consolidated Financial Statements in this Form 10-K.
Research and development costs consist of R&D work orders, R&D material usage and other project related costs related to 100 Gbps, 200/400 Gbps data center products, DOCSIS 3.1 capable CATV products, including remote-PHY products and 1.2 GHz-capable amplifier products, and other new product development, and depreciation expense resulting from R&D equipment investments.
Research and development costs consist of R&D work orders, R&D material usage and other project related costs related to 100 Gbps, 200/400 Gbps data center products, DOCSIS 4.0 capable CATV products, including 1.8 GHz-capable amplifier products, and other new product development, and depreciation expense resulting from R&D equipment investments.
On the basis of this evaluation, as of December 31, 2022, a valuation allowance of $69.7 million has been recorded related to deferred tax assets to recognize only the portion of the deferred tax assets that are more likely than not to be realized.
On the basis of this evaluation, as of December 31, 2023, a valuation allowance of $78.1 million has been recorded related to deferred tax assets to recognize only the portion of the deferred tax assets that are more likely than not to be realized.
The income tax expense in the years ended December 31, 2022 and December 31, 2021 was primarily related to the state tax provision and the recording of a valuation allowance on our deferred tax assets. 37 Table of Contents Liquidity and Capital Resources As of December 31, 2022 , we had $13.3 million of unused borrowing capacity from all of our loan agreements.
The income tax expense in the years ended December 31, 2023 and December 31, 2022 was primarily related to the state tax provision and the recording of a valuation allowance on our deferred tax assets. 36 Table of Contents Liquidity and Capital Resources As of December 31, 2023 , we had $22.5 million of unused borrowing capacity from all of our loan agreements.
Within the internet data center market, we benefit from the increasing use of higher-capacity optical networking technology as a replacement for copper cables, particularly as speeds reach 10 Gbps and above, as well as the movement to open internet data center architectures and the increasing use of in-house equipment design among leading internet companies.
Within the internet data center market, we benefit from the increasing use of higher-capacity optical networking technology as a replacement for older, lower-speed optical interconnects, particularly as speeds reach 800 Gbps and above, as well as the movement to open internet data center architectures and the increasing use of in-house equipment design among leading internet companies.
We sell our products to customers who either incorporate our products into their offering or resell our products to end customers. Because we sell to a limited number of well-established customers, we employ a limited number of sales professionals who are able to cover large markets.
We sell our products to customers who either incorporate our products into their own products, use them in their own infrastructure, or resell our products to end customers. Because we sell to a limited number of well-established customers, we employ a limited number of sales professionals who are able to cover large markets.
As of December 31, 2022 , our cash, cash equivalents, restricted cash and short-term investments totaled $35.6 million. Cash and cash equivalents are held for working capital purposes and are invested primarily in money market or time deposit funds.
As of December 31, 2023 , our cash, cash equivalents, restricted cash and short-term investments totaled $55.1 million. Cash and cash equivalents are held for working capital purposes and are invested primarily in money market or time deposit funds.
On January 5, 2023, the Company filed a Registration Statement on Form S-3 with the Securities and Exchange Commission, which has not yet been declared effective, providing for the public offer and sale of certain securities of the Company from time to time, at our discretion, up to an aggregate amount of $185 million.
ATM Offerings On January 5, 2023, the Company filed a Registration Statement on Form S-3 with the Securities and Exchange Commission, which was declared effective on March 21, 2023, providing for the public offer and sale of certain securities of the Company from time to time, at our discretion, up to an aggregate amount of $185 million.
Benefit (provision) for income taxes Years ended December 31, 2022 2021 Change (in thousands, except percentages) Benefit (provision) for income taxes $ (1 ) $ (2 ) 1 (50.0 )% Our income tax provision consists of U.S. income tax, state taxes, and Taiwan and China income tax recorded during the periods.
Benefit (provision) for income taxes Years ended December 31, 2023 2022 Change (in thousands, except percentages) Benefit (provision) for income taxes $ (9 ) $ (1 ) (8 ) 800.0 % Our income tax provision consists of U.S. income tax, state taxes, and Taiwan and China income tax recorded during the periods.
In addition, we have operating and financial lease for certain property and equipment with an expected term at the commencement date of more than 12 months. As of December 31, 2022, the future minimum payments required under these leases totaled $7.3 million, with $1.2 million payable within 12 months.
In addition, we have operating and financing leases for certain property and equipment with an expected term at the commencement date of more than 12 months. As of December 31, 2023, the future minimum payments required under these leases totaled $6.4 million, with $1.3 million payable within 12 months.
In 2021, our financing activities provided $14.1 million in cash. This increase in cash was due to $15.4 million of net proceeds from our At-The-Market (ATM) Offering. These activities were offset by $0.3 million net repayments to acceptances payable and bank debt, and $1.0 million related to tax withholding associated with employee share-based compensation.
These activities were offset by $7.3 million debt repayment and $0.5 million related to tax withholding associated with employee share-based compensation. In 2021, our financing activities provided $14.1 million in cash. This increase in cash was due to $15.4 million of net proceeds from our ATM Offering.
If such assets are determined not to be recoverable we perform an analysis of the fair value of the asset group and will recognize an impairment loss when the fair value is less than the carrying amount of such assets. The fair value, based on reasonable and supportable assumptions and projections, require subjective judgments.
If such assets are determined not to be recoverable we perform an analysis of the fair value of the asset group and will recognize an impairment loss when the fair value is less than the carrying amount of such assets.
Investing activities Our investing activities consisted primarily of capital expenditures and purchases of intangible assets. In 2022, net cash used in investing activities was $3.8 million. The net cash used consisted of spending on purchase and prepaid of additional property, plant and equipment of $3.7 million and purchase of intangible assets of $0.5 million.
The majority of the cash was used for CapEx spending of $14.3 million. In 2022, net cash used in investing activities was $3.8 million. The net cash used consisted of spending on purchase and prepaid of additional property, plant and equipment of $3.7 million and purchase of intangible assets of $0.5 million.
Valuation of inventories Inventories are stated at the lower of cost (average-cost method) or net realizable value. Work in process and finished goods includes materials, labor and allocated overhead. We assess the valuation of our inventory on a periodic basis and provide an allowance for the value of estimated excess and obsolete inventory based on estimates of future demand.
Work in process and finished goods includes materials, labor and allocated overhead. We assess the valuation of our inventory on a periodic basis and provide an allowance for the value of estimated excess and obsolete inventory based on estimates of future demand.
Also refer to Note L “Convertible Senior Notes” to the consolidated financial statements for further discussion of the Notes. 38 Table of Contents The table below sets forth selected cash flow data for the periods presented (in thousands): Years ended December 31, 2022 2021 2020 Net cash used in operating activities $ (14,022 ) $ (11,644 ) $ (44,009 ) Net cash used in investing activities (3,834 ) (10,546 ) (19,347 ) Net cash provided by financing activities 10,753 14,087 47,441 Effect of exchange rates on cash and cash equivalents 1,553 (876 ) (999 ) Net decrease in cash $ (5,550 ) $ (8,979 ) $ (16,914 ) Operating activities In 2022, net cash used in operating activities was $14.0 million.
Also refer to Note L “Convertible Senior Notes” to the consolidated financial statements for further discussion of the 2026 Notes. 37 Table of Contents The table below sets forth selected cash flow data for the periods presented (in thousands): Years ended December 31, 2023 2022 2021 Net cash used in operating activities $ (7,929 ) $ (14,022 ) $ (11,644 ) Net cash used in investing activities (14,761 ) (3,834 ) (10,546 ) Net cash provided by financing activities 40,578 10,753 14,087 Effect of exchange rates on cash and cash equivalents 1,622 1,553 (876 ) Net increase(decrease) in cash $ 19,510 $ (5,550 ) $ (8,979 ) Operating activities In 2023, net cash used in operating activities was $7.9 million.
On February 26, 2021, we entered into another Equity Distribution Agreement (the “Agreement”) with the Sales Agent pursuant to which the Company may issue and sell shares of the Company’s common stock, par value $0.001 per share (the “Shares”) having an aggregate offering price of up to $35 million (the “Second ATM Offering”), from time to time through the Sales Agent.
On March 24, 2023, we entered into an Equity Distribution Agreement (the "Agreement") with Raymond James & Associates (the "Sales Agent") pursuant to which the Company may issue and sell shares of the Company’s common stock, par value $0.001 per share (the "Shares") having an aggregate offering price of up to $35 million (the "ATM Offering"), from time to time through the Sales Agent.
However, quarter-to-quarter results may show considerable variability as is usual in a period of technology transition. Similar to revenue, our gross margins can fluctuate materially depending on a variety of factors including average selling price changes, product mix, global supply chain situation, raw material cost reduction or increase, manufacturing utilization rate and changes in manufacturing efficiency.
Similar to revenue, our gross margins can fluctuate materially depending on a variety of factors including average selling price changes, product mix, global supply chain situation, raw material cost reduction or increase, manufacturing utilization rate and changes in manufacturing efficiency.
The following chart provides the revenue contribution from each of the markets we serve for the years 2022, 2021 and 2020 , as well as the corresponding percentage of our total revenue for each period (in thousands, except percentages): Years ended December 31, Market 2022 2021 2020 CATV $ 118,169 $ 94,266 $ 37,944 Data Center 77,094 97,461 173,437 Telecom 24,727 16,247 21,092 FTTH 129 957 110 Other 2,699 2,634 2,040 Total $ 222,818 $ 211,565 $ 234,623 Percentage of Revenue CATV 53.0 % 44.6 % 16.2 % Data Center 34.6 % 46.1 % 73.9 % Telecom 11.1 % 7.7 % 9.0 % FTTH 0.1 % 0.5 % 0.0 % Other 1.2 % 1.2 % 0.9 % Total Revenue 100 % 100 % 100 % In 2022, 2021 and 2020 , our top ten customers represented 87.2%, 84.7%, and 84.3% of our revenue, respectively.
The following chart provides the revenue contribution from each of the markets we serve for the years 2023, 2022 and 2021 , as well as the corresponding percentage of our total revenue for each period (in thousands, except percentages): Years ended December 31, Market 2023 2022 2021 CATV $ 59,942 $ 118,169 $ 94,266 Data Center 141,213 77,094 97,461 Telecom 13,831 24,727 16,247 FTTH 56 129 957 Other 2,604 2,699 2,634 Total $ 217,646 $ 222,818 $ 211,565 Percentage of Revenue CATV 27.5 % 53.0 % 44.6 % Data Center 64.9 % 34.6 % 46.1 % Telecom 6.4 % 11.1 % 7.7 % FTTH 0.0 % 0.1 % 0.5 % Other 1.2 % 1.2 % 1.2 % Total Revenue 100 % 100 % 100 % In 2023, 2022 and 2021 , our top ten customers represented 92.7%, 87.2%, and 84.7% of our revenue, respectively.
The net cash used consisted of spending on China factory construction, purchase and prepaid of additional property, plant and equipment of $19.1 million. Financing activities Our financing activities have historically consisted primarily of proceeds from the issuance of common stock and arrangements with various commercial lenders. In 2022, our financing activities provided $10.8 million in cash.
In 2021, net cash used in investing activities was $10.5 million. The net cash used consisted of spending on purchase and prepaid of additional property, plant and equipment of $10.2 million. Financing activities Our financing activities have historically consisted primarily of proceeds from the issuance of common stock and arrangements with various commercial lenders.
The Company agreed to indemnify the Sales Agent against certain liabilities, including liabilities under the Securities Act, or to contribute to payments that the Sales Agent may be required to make because of any of those liabilities. In March 2021, we commenced sales of common stock through the Second ATM Offering.
The Company agreed to indemnify the Sales Agent against certain liabilities, including liabilities under the Securities Act, or to contribute to payments that the Sales Agent may be required to make because of any of those liabilities.
For the year ended December 31, 2022 , 23.0% of our total revenue was manufactured at our China-based subsidiary, with $10.5 million denominated in RMB and 73.7% of our total revenue was from products manufactured at our Taiwan-based facility, with no revenue denominated in NT dollars.
For the year ended December 31, 2023 , 19.9% of our total revenue was manufactured at our China-based subsidiary, with $3.8 million denominated in RMB and 66% of our total revenue was from products manufactured at our Taiwan-based facility, with no revenue denominated in NT dollars.
In the U.S., we entered a Loan Security and Guarantee Agreement with CIT Northbridge Credit, LLC in November 2022 and fully repaid the loan with Truist Bank. The line of credit contains financial covenants that may limit the amount and types of debt that we may incur. As of December 31, 2022 , we were in compliance with these covenants.
In the U.S., we entered a Loan Security and Guarantee Agreement with CIT Northbridge Credit, LLC in November 2022. The line of credit contained financial covenants that may limit the amount and types of debt that we may incur. In November 2023, we terminated the loan agreement with CIT Northbridge Credit, LLC.
These cash decreases were offset by a decrease in inventory of $15.8 million and increase in accounts payable to our vendors of $7.1 million. In 2020, net cash used in operating activities was $44.0 million.
These cash decreases were offset by a decrease in inventory of $15.8 million and increase in accounts payable to our vendors of $7.1 million. Investing activities Our investing activities consisted primarily of capital expenditures and purchases of intangible assets. In 2023, net cash used in investing activities was $14.8 million.
In 2022 , revenue from the CATV market, internet data center market, telecom market and FTTH markets provided 53.0%, 34.6%, 11.1%, and 0.1% of our revenue, respectively, compared to 44.6%, 46.1%, 7.7%, and 0.5% of our 2021 revenue, respectively. In 2022 , our key customers in the CATV market included, ATX, Cisco, and CommScope .
In 2023 , revenue from the internet data center market, CATV market, telecom market and FTTH markets provided 64.9%, 27.5%, 6.4%, and 0.0% of our revenue, respectively, compared to 34.6%, 53%, 11.1%, and 0.1% of our 2022 revenue, respectively.
In 2022 , we earned 53.0% of our total revenue from the CATV market and 34.6% of our total revenue from the internet data center market. We sell our products to leading OEMs in the CATV, telecom, and FTTH markets as well as internet data center operators.
We sell our products to leading OEMs in the CATV, telecom, and FTTH markets as well as internet data center operators and CATV MSOs.
As of December 31, 2022 , we had $13.3 million of unused borrowing capacity. On March 5, 2019, the Company issued $80.5 million of 5% convertible senior notes due 2024. The Notes will mature on March 15, 2024, unless earlier repurchased, redeemed or converted in accordance with their terms.
On December 5, 2023, the Company issued $80.2 million of 5.250% convertible senior notes due 2026. The 2026 Notes will mature on December 15, 2026, unless earlier repurchased, redeemed or converted in accordance with their terms.
Other income (expense), net Years ended December 31, 2022 2021 Change % of % of Amount revenue Amount revenue Amount % (in thousands, except percentages) Interest income $ 126 0.1 % $ 70 0.0 % $ 56 80.0 % Interest expense (6,319 ) (2.8 )% (5,620 ) (2.7 )% (699 ) 12.4 % Other income (expense), net (1,205 ) (0.5 )% 8,156 3.9 % (9,361 ) (114.8 )% Total other income (expense), net $ (7,398 ) (3.3 )% $ 2,606 1.2 % $ (10,004 ) (383.9 )% Interest income increased by $0.1 million, or 80.0% from 2021 to 2022 .
Other income (expense), net Years ended December 31, 2023 2022 Change % of % of Amount revenue Amount revenue Amount % (in thousands, except percentages) Interest income $ 609 0.3 % $ 126 0.1 % $ 483 383.3 % Interest expense (9,428 ) (4.3 )% (6,319 ) (2.8 )% (3,109 ) 49.2 % Other income (expense), net (5,871 ) (2.7 )% (1,205 ) (0.5 )% (4,666 ) 387.2 % Total other income (expense), net $ (14,690 ) (6.7 )% $ (7,398 ) (3.2 )% $ (7,292 ) 98.6 % Interest income increased by $0.5 million, or 383.3% from 2022 to 2023 .
Operating expenses Years ended December 31, 2022 2021 Change % of % of Amount revenue Amount revenue Amount % (in thousands, except percentages) Research and development $ 36,244 16.3 % $ 41,220 19.5 % $ (4,976 ) (12.1 )% Sales and marketing 9,723 4.4 % 10,899 5.2 % (1,176 ) (10.8 )% General and administrative 46,658 20.9 % 42,362 20.0 % 4,296 10.1 % Total operating expenses $ 92,625 41.6 % $ 94,481 44.7 % $ (1,856 ) (2.0 )% Research and development expense Research and development expense decreased $5.0 million, or 12.1% from 2021 to 2022 .
Operating expenses Years ended December 31, 2023 2022 Change % of % of Amount revenue Amount revenue Amount % (in thousands, except percentages) Research and development $ 35,975 16.5 % $ 36,244 16.3 % $ (269 ) (0.7 )% Sales and marketing 11,069 5.1 % 9,723 4.4 % 1,346 13.8 % General and administrative 53,226 24.5 % 46,658 20.9 % 6,568 14.1 % Total operating expenses $ 100,270 46.1 % $ 92,625 41.6 % $ 7,645 8.3 % Research and development expense Research and development expense decreased $0.27 million, or 0.7% from 2022 to 2023 .
We believe that diversifying our customer base is critical for our future success, since reliance on a small number of key customers makes our ability to forecast future results dependent upon the accuracy of the forecasts we receive from those key customers. 35 Table of Contents Cost of goods sold and gross margin Years ended December 31, 2022 2021 Change % of % of Amount Revenue Amount Revenue Amount % (in thousands, except percentages) Cost of goods sold $ 189,191 84.91 % $ 173,850 82.17 % $ 15,341 8.8 % Gross margin 33,627 15.09 % 37,715 17.83 % (4,088 ) (10.8 )% Cost of goods sold increased by $15.3 million, or 8.8%, from 2021 to 2022 , primarily due to a 5.3% increase in sales over the prior year.
We believe that diversifying our customer base is critical for our future success, since reliance on a small number of key customers makes our ability to forecast future results dependent upon the accuracy of the forecasts we receive from those key customers. 34 Table of Contents Cost of goods sold and gross margin Years ended December 31, 2023 2022 Change % of % of Amount Revenue Amount Revenue Amount % (in thousands, except percentages) Cost of goods sold $ 158,725 72.9 % $ 189,191 84.9 % $ (30,466 ) (16.1 )% Gross margin 58,921 27.1 % 33,627 15.1 % 25,294 75.2 % Cost of goods sold decreased by $30.5 million, or 16.1%, from 2022 to 2023 , primarily due to a 24% decrease from direct material costs.
On March 5, 2019, the Company issued $80.5 million of 5% convertible senior notes due 2024, bearing interest at a rate of 5% per year maturing on March 15, 2024 (the "Notes"), unless earlier repurchased, redeemed or converted in accordance with their terms. The sale of the Notes generated net proceeds of $76.4 million, after expenses.
Nov 2023 12.572 2,068 25,473 520 Total 7,808 $ 69,057 $ 1,410 Note Offering On March 5, 2019, the Company issued $80.5 million of 5% convertible senior notes due 2024, bearing interest at a rate of 5% per year maturing on March 15, 2024 (the "2024 Notes"), unless earlier repurchased, redeemed or converted in accordance with their terms.
Net cash used in operating activities consisted of our net loss of $58.5 million, after the exclusion of non-cash items of $48.9 million, an increase in accounts receivable from our customers of $8.4 million and an increase in inventory of $23.7 million and decrease in accounts payable to our vendor of $3.3 million.
Net cash used in operating activities consisted of our net loss of $56.0 million, after the exclusion of non-cash items of $42.1 million, a decrease in accounts receivable from our customers of $14.5 million and a decrease in our inventory of $6.8 million, contributing to the cash increases.
Our business depends on winning competitive bid selection processes to develop components, systems and equipment for use in our customers’ products.
As a result, we strive to build strategic and long-lasting customer relationships and deliver products that are customized to our customers’ requirements. Our business depends on winning competitive bid selection processes to develop components, systems and equipment for use in our customers’ products.
In 2022 , 2021 , and 2020 , ATX accounted for 47.3%, 25.6%, and 3.7% of our revenue, Cisco accounted for 1.9%, 11.9% and 7.5% of our revenue and CommScope accounted for 1.7%, 3.3% and 2.1% of our revenue, respectively. Data center market included, Microsoft, a U.S. based large datacenter operator and a U.S. based NEM company.
In 2023 , 2022 , and 2021 , Microsoft accounted for 46.6%, 18.4%, and 14.1% of our revenue, a U.S. based large data center operator accounted for 8.8%, 5.9% and 8.3% of our revenue and China based manufacture accounted for 3.3%, 1.2% and 1.2% of our revenue, respectively.
The following charts provide the revenue contribution from each of the markets we served for the years ended December 31, 2022 and 2021 (in thousands, except percentages): Years ended December 31, Change % of % of 2022 Revenue 2021 Revenue Amount % CATV $ 118,169 53.0 % $ 94,266 44.6 % $ 23,903 25.4 % Data Center 77,094 34.6 % 97,461 46.1 % (20,367 ) (20.9 )% Telecom 24,727 11.1 % 16,247 7.7 % 8,480 52.2 % FTTH 129 0.1 % 957 0.5 % (828 ) (86.5 )% Other 2,699 1.2 % 2,634 1.2 % 65 2.5 % Total Revenue $ 222,818 100.0 % $ 211,565 100.0 % $ 11,253 5.3 % Revenue increased by $11.2 million or 5.3% from 2021 to 2022.
The following charts provide the revenue contribution from each of the markets we served for the years ended December 31, 2023 and 2022 (in thousands, except percentages): Years ended December 31, Change % of % of 2023 Revenue 2022 Revenue Amount % CATV $ 59,942 27.5 % $ 118,169 53.0 % $ (58,227 ) (49.3 )% Data Center 141,213 64.9 % 77,094 34.6 % 64,119 83.2 % Telecom 13,831 6.4 % 24,727 11.1 % (10,896 ) (44.1 )% FTTH 56 0.0 % 129 0.1 % (73 ) (56.6 )% Other 2,604 1.2 % 2,699 1.2 % (95 ) (3.5 )% Total Revenue $ 217,646 100.0 % $ 222,818 100.0 % $ (5,172 ) (2.3 )% Revenue decreased by $5.2 million or 2.3% from 2022 to 2023.
Based on customer forecasts and order backlog we believe that this elevated CATV demand will likely continue into 2023. We expect continued sales of our 40 Gbps and 100 Gbps products in 2023, and we expect that sales of 100 Gbps products will likely exceed sales of 40 Gbps products.
Based on customer forecasts and order backlog we believe that this elevated datacenter demand will likely continue into 2024. We also believe that sales in our CATV market will increase in 2024 as a result of DOCSIS 4.0 products which we plan to release in 2024.
This increase in cash was due to $12.2 million of net proceeds from line of credit borrowing, $5.1 million of net proceeds from bank acceptance payable and $1.2 million of net proceeds from our At-The-Market (ATM) Offering. These activities were offset by $7.3 million debt repayment and $0.5 million related to tax withholding associated with employee share-based compensation.
In 2022, our financing activities provided $10.8 million in cash. This increase in cash was due to $12.2 million of net proceeds from line of credit borrowing, $5.1 million of net proceeds from bank acceptance payable and $1.2 million of net proceeds from our ATM Offering.
The decreases were primarily due to less R&D work orders, renovation depreciation ended in October 2021 in China site and less indirect materials usage. 36 Table of Contents Sales and marketing expense Sales and marketing expense decreased by $1.2 million, or 10.8%, from 2021 to 2022 .
These decreases were primarily due to less R&D work orders, less depreciation expense and less indirect materials usage, offset by higher R&D wage expenses due to a combination of increased headcount and salary increases. 35 Table of Contents Sales and marketing expense Sales and marketing expense increased by $1.3 million, or 13.8%, from 2022 to 2023 .
Within the CATV market, we benefit from a number of ongoing trends including the move to higher bandwidth networks among CATV service providers and the outsourcing of system design among CATV networking equipment companies.
Within the CATV market, we benefit from a number of ongoing trends including the move to higher bandwidth networks among CATV service providers, especially the desire by MSOs to increase the return-path bandwidth available to offer to their customers. In the FTTH market, we benefit from continuing PON deployments and system upgrades among telecom service providers.
In Taiwan, the Company has fully repaid the finance agreement with Chailease Finance Co, Ltd. for Prime World's Taiwan Branch. In China, we have a revolving line of credit with Shanghai Pudong Development Bank Co., Ltd and a credit facility with China Zheshang Bank Co., Ltd. for our China subsidiary, Global.
In China, we have a revolving line of credit with Shanghai Pudong Development Bank Co., Ltd and a credit facility with China Zheshang Bank Co., Ltd. for our China subsidiary, Global. As of December 31, 2023 , we had $22.5 million of unused borrowing capacity.
In the years ended December 31, 2022, 2021 and 2020 , we had net loss of $66.4 million, $54.2 million , and $58.5 million, respectively. At December 31, 2022 and 2021 , our accumulated deficit was $209.1 million and $142.7 million, respectively.
We have grown our annual revenue at a compound annual growth rate, or CAGR, of 10.7% between 2013 and 2023 . In the years ended December 31, 2023, 2022 and 2021 , we had net loss of $56.0 million, $66.4 million , and $54.2 million, respectively.
Our strategy is to use our direct sales force to sell to key accounts and to expand our use of distributors for increased coverage in certain international markets and certain domestic market segments. We have direct sales personnel that cover the U.S., Taiwan and China focusing primarily on major OEM customers and internet data center operators.
Our sales model focuses on direct engagement and close coordination with our customers to determine product design, qualifications, performance and price. Our strategy is to use our direct sales force to sell to key accounts and to expand our use of distributors for increased coverage in certain international markets and certain domestic market segments.
Depending on the assumptions and estimates used, the fair value projected in the evaluation of long-lived assets can vary within a range of outcomes. We consider the likelihood of possible outcomes in determining the best estimate for the fair value of the assets. We did not record any asset impairment charges in 2022, 2021 and 2020.
We consider the likelihood of possible outcomes in determining the best estimate for the fair value of the assets. We did not record any asset impairment charges in 2023, 2022 and 2021. Valuation of inventories Inventories are stated at the lower of cost (average-cost method) or net realizable value.