Biggest changeYear ended December 31, 2021 compared to year ended December 31, 2020 The following tables set forth our results of operations for the periods presented: Year Ended December 31, Year Ended December 31, 2021 2020 $ Change % Change 2021 2020 ($ in thousands) (Percentage of total revenue) Revenue: Product $ 121,112 $ 99,834 $ 21,278 21 % 100 % 100 % Research services 510 439 71 16 % 0 % 0 % Total revenue 121,622 100,273 21,349 21 % 100 % 100 % Cost of revenue: Product 111,552 85,545 26,007 30 % 92 % 85 % Research services 133 134 (1 ) (1 )% 0 % 0 % Gross profit 9,937 14,594 (4,657 ) (32 )% 8 % 15 % Operating expenses Research and development 11,441 8,729 2,712 31 % 9 % 9 % Sales and marketing 16,581 11,753 4,828 41 % 14 % 12 % General and administrative 22,514 15,681 6,833 44 % 19 % 16 % Total operating expenses 50,536 36,163 14,373 40 % 42 % 36 % Loss from operations (40,599 ) (21,569 ) (19,030 ) 88 % (33 )% (22 )% Interest expense, net (229 ) (240 ) 11 (5 )% (0 )% (0 )% Gain on extinguishment of debt 3,734 — 3,734 100 % 3 % — Total other income (expense) 3,505 (240 ) 3,745 1,560 % 3 % (0 )% Net loss $ (37,094 ) $ (21,809 ) $ (15,285 ) 70 % (30 )% (22 )% Revenue Year Ended December 31, Change 2021 2020 Amount Percentage of Revenue Amount Percentage of Revenue Amount Percentage ($ in thousands) Revenue: Product $ 121,112 100 % $ 99,834 100 % $ 21,278 21 % Research services 510 0 % 439 0 % 71 16 % Total revenue $ 121,622 100 % $ 100,273 100 % $ 21,349 21 % 71 The following chart sets forth product shipments in square feet associated with recognized revenue, including revenue recognized over time utilizing the input method, for the periods presented: Year Ended December 31, Change 2021 2020 Amount Percentage Product shipments in square feet (in thousands) 34,557 28,635 5,922 21 % Total revenue increased $21.3 million, or 21%, to $121.6 million in 2021 from $100.3 million in 2020.
Biggest changeNet operating losses of $164.3 million generated from 2018 through 2023 have an unlimited carryforward . 71 Results of Operations The following tables set forth our results of operations for the periods presented: Year Ended December 31, 2023 2022 2021 ($ in thousands) Revenue $ 238,718 $ 180,364 $ 121,622 Cost of revenue 181,797 175,388 111,685 Gross profit 56,921 4,976 9,937 Operating expenses Research and development 16,356 16,930 11,441 Sales and marketing 33,008 28,792 16,581 General and administrative 56,760 38,499 22,514 Total operating expenses 106,124 84,221 50,536 Loss from operations (49,203 ) (79,245 ) (40,599 ) Other income (expense) Interest expense, convertible note - related party (5,328 ) (5,110 ) — Interest income (expense), net 6,534 1,617 (229 ) Gain on extinguishment of debt — — 3,734 Income from Employee Retention Credits 2,186 — — Total other income (expense) 3,392 (3,493 ) 3,505 Net loss $ (45,811 ) $ (82,738 ) $ (37,094 ) Year ended December 31, 2023 compared to year ended December 31, 2022 The following tables set forth our results of operations for the periods presented: Year Ended December 31, Year Ended December 31, 2023 2022 $ Change % Change 2023 2022 ($ in thousands) (Percentage of total revenue) Revenue $ 238,718 $ 180,364 $ 58,354 32 % 100 % 100 % Cost of revenue 181,797 175,388 6,409 4 % 76 % 97 % Gross profit 56,921 4,976 51,945 1,044 % 24 % 3 % Operating expenses Research and development 16,356 16,930 (574 ) (3 )% 7 % 9 % Sales and marketing 33,008 28,792 4,216 15 % 14 % 16 % General and administrative 56,760 38,499 18,261 47 % 24 % 21 % Total operating expenses 106,124 84,221 21,903 26 % 44 % 47 % Loss from operations (49,203 ) (79,245 ) 30,042 (38 )% (21 )% (44 )% Other income (expense) Interest expense, convertible note - related party (5,328 ) (5,110 ) (218 ) 100 % (2 )% -3 % Interest income, net 6,534 1,617 4,917 304 % 3 % 1 % Income from Employee Retention Credits 2,186 — 2,186 100 % 1 % — % Total other income (expense) 3,392 (3,493 ) 6,885 (197 )% 1 % (2 )% Net loss $ (45,811 ) $ (82,738 ) $ 36,927 45 % (19 )% (46 )% 72 Revenue Year Ended December 31, 2023 2022 Change Percentage of Percentage of Amount Revenue Amount Revenue Amount Percentage ($ in thousands) Revenue: Energy industrial $ 128,639 54% $ 124,807 69% $ 3,832 3% Thermal barrier 110,079 46% 55,557 31% 54,522 98% Total revenue $ 238,718 100% $ 180,364 100% $ 58,354 32% The following chart sets forth energy industrial product shipments in square feet associated with recognized revenue, including revenue recognized over time, for the periods presented: Year Ended December 31, Change 2023 2022 Amount Percentage Product shipments in square feet (in thousands) 28,392 32,589 (4,197 ) (13 )% Total revenue increased $58.3 million, or 32%, to $238.7 million in 2023 from $180.4 million in 2022.
The decrease in gross profit was the result the $63.7 million increase in total cost of revenue, partially offset by the $58.7 million increase in total revenue.
The decrease in gross profit was the result of the $63.7 million increase in total cost of revenue, partially offset by the $58.7 million increase in total revenue.
Financing Activities Net cash provided by financing activities in 2022 totaled $478.4 million and consisted of $267.5 million of net proceeds from our underwritten public offering, $99.8 million in net proceeds from the issuance of convertible debt, $72.7 million of net proceeds from our 2022 ATM offering program, net proceeds from the private placement of common stock of $49.9 million, and proceeds from employee stock option exercises of $0.6 million, offset, in part, by $9.7 million for payments of a prepayment liability and $2.4 million for payments for employee tax withholdings associated with the vesting of restricted stock units.
Net cash provided by financing activities in 2022 totaled $478.4 million and consisted of $267.5 million of net proceeds from our underwritten public offering, $99.8 million in net proceeds from the issuance of convertible debt, $72.7 million of net proceeds from our 2022 ATM offering program, net proceeds from the private placement of common stock of $49.9 million, and proceeds from employee stock option exercises of $0.6 million, offset, in part, by $9.7 million for payments of a prepayment liability and $2.4 million for payments for employee tax withholdings associated with the vesting of restricted stock units.
Under the terms of the investment, SOFR has a floor of 1% and a cap of 3%. We can elect to make any interest payment through Cash Interest, PIK Interest or any combination thereof. Interest on the Notes is payable semi-annually in arrears on June 30 and December 30, commencing on June 30, 2022.
Under the terms of the investment, SOFR has a floor of 1% and a cap of 3%. We can elect to make any interest payment through Cash Interest, PIK Interest or any combination thereof. Interest on the Notes is payable semi-annually in arrears on June 30 and December 30, commencing on June 30, 2022.
We received net proceeds of $267.5 million after deducting underwriting discounts and commissions of $8.1 million and offering expenses of approximately $0.5 million. 74 In February 2022, we sold and issued to an affiliate of Koch $100.0 million in aggregate principal amount of our Convertible Senior PIK Toggle Notes.
We received net proceeds of $267.5 million after deducting underwriting discounts and commissions of $8.1 million and offering expenses of approximately $0.5 million. In February 2022, we sold and issued to an affiliate of Koch $100.0 million in aggregate principal amount of our Convertible Senior PIK Toggle Notes.
Some of these limitations are: • Adjusted EBITDA does not reflect our historical cash expenditures or future requirements for capital expenditures or other contractual commitments; • Adjusted EBITDA does not reflect changes in, or cash requirements for, our working capital needs; • Adjusted EBITDA does not reflect stock-based compensation expense; 62 • Adjusted EBITDA does not reflect our income tax expense or cash requirements to pay our income taxes; • Adjusted EBITDA does not reflect our interest expense, or the cash requirements necessary to service interest or principal payments on our debt; • although depreciation, amortization and impairment charges are non-cash charges, the assets being depreciated, amortized or impaired will often have to be replaced in the future, and Adjusted EBITDA does not reflect any cash requirements for these replacements; and • other companies in our industry may calculate EBITDA or Adjusted EBITDA differently than we do, limiting their usefulness as a comparative measure.
Some of these limitations are: • Adjusted EBITDA does not reflect our historical cash expenditures or future requirements for capital expenditures or other contractual commitments; • Adjusted EBITDA does not reflect changes in, or cash requirements for, our working capital needs; • Adjusted EBITDA does not reflect stock-based compensation expense; 67 • Adjusted EBITDA does not reflect our income tax expense or cash requirements to pay our income taxes; • Adjusted EBITDA does not reflect our interest expense, or the cash requirements necessary to service interest or principal payments on our debt; • although depreciation, amortization and impairment charges are non-cash charges, the assets being depreciated, amortized or impaired will often have to be replaced in the future, and Adjusted EBITDA does not reflect any cash requirements for these replacements; and • other companies in our industry may calculate EBITDA or Adjusted EBITDA differently than we do, limiting their usefulness as a comparative measure.
Gross Profit Year Ended December 31, 2022 2021 Change Percentage Percentage Amount of Revenue Amount of Revenue Amount Percentage ($ in thousands) Gross profit: Energy industrial $ 18,844 15 % $ 14,486 13 % $ 4,358 30 % Thermal barrier (13,868 ) (25 )% (4,549 ) NM (9,319 ) NM Total gross (loss) profit $ 4,976 3 % $ 9,937 8 % $ (4,961 ) (50 )% Gross profit decreased $4.9 million, or 50%, to $5.0 million in 2022 from $9.9 million in 2021.
Gross Profit Year Ended December 31, Change 2022 2021 Amount Percentage of Revenue Amount Percentage of Revenue Amount Percentage Gross profit: Energy industrial $ 18,844 15% $ 14,486 13% $ 4,358 30% Thermal barrier (13,868 ) (25)% (4,549 ) NM (9,319 ) NM Total gross profit $ 4,976 3% $ 9,937 8% $ (4,961 ) (50)% Gross profit decreased $4.9 million, or 50%, to $5.0 million in 2022 from $9.9 million in 2021.
See note 2 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for information about these critical accounting policies, as well as a description of our other significant accounting policies. 78 Revenue Recognition We recognize revenue from the sale of our energy industrial aerogel products and thermal barriers.
See note 2 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for information about these critical accounting policies, as well as a description of our other significant accounting policies. 83 Revenue Recognition We recognize revenue from the sale of our energy industrial aerogel products and thermal barriers.
A substantial majority of our revenue is generated from a limited number of direct customers, including distributors, contractors, fabricators, partners and end-user customers.
A substantial majority of our revenue is generated from a limited number of direct customers, including distributors, contractors, fabricators, OEMs, partners and end-user customers.
During 2023, we expect that cost of product revenue will increase in absolute dollars due to projected volume growth and a planned increase in staffing and spending levels, but decrease as a percentage of product revenue due to projected increases in average selling prices, improved manufacturing and fabrication yields and a favorable mix of products sold.
During 2024, we expect that cost of product revenue will increase in absolute dollars due to projected volume growth and a planned increase in staffing and spending levels, but decrease as a percentage of product revenue due to projected increases in average selling prices, improved manufacturing and fabrication yields and a favorable mix of products sold.
As of the date of termination, we had no amounts due or owed to SVB under the SVB Loan Agreement for any principal, interest, or other amounts, other than approximately $1.2 million in letters of credit that were issued under the SVB Loan Agreement and will be cash collateralized in connection with the termination of the SVB Loan Agreement.
As of the date of termination, we had no amounts due or owed to SVB under the SVB Loan Agreement for any principal, interest, or other amounts, other than approximately $1.2 million in letters of credit that were issued under the SVB Loan Agreement and were cash collateralized in connection with the termination of the SVB Loan Agreement.
The award had an aggregate date fair value of $6.5 million. On June 2, 2022, we issued 53,590 shares of restricted common stock, pursuant to a performance-based restricted stock agreement, to each of certain employees. The restricted common stock vests in tranches, subject to achievement of certain time and performance vesting conditions, as defined, over a three-to-five year period.
The award had an aggregate grant date fair value of $6.5 million. On June 2, 2022, we issued 53,590 shares of restricted common stock, pursuant to a performance-based restricted stock agreement, to each of certain employees, with vesting in tranches, subject to achievement of certain time and performance vesting conditions, as defined, over a three-to-five year period.
Interest Income (Expense), Net For the years ended December 31, 2022, 2021, and 2020, interest expense, net consists of interest expense related to our revolving credit facility and in 2022, included interest earned on the cash balances invested in deposit accounts, money market accounts, and high-quality debt securities issued by the U.S. government.
Other Income (Expense), Net For the years ended December 31, 2023, 2022 and 2021, interest expense, net consists of interest expense related to our revolving credit facility and in 2022 and 2023, included interest earned on the cash balances invested in deposit accounts, money market accounts, and high-quality debt securities issued by the U.S. government.
We used a Monte-Carlo simulation model to estimate the grant date fair value of the awards. The equity awards had a total aggregate fair value of $4.0 million at the time of grant. 80
We used a Monte-Carlo simulation model to estimate the grant date fair value of the awards. The equity awards had a total aggregate fair value of $4.0 million at the time of grant. 85
We have entered into production contracts with certain major OEMs, including General Motors LLC, or GM, to supply fabricated, multi-part thermal barriers for use in the battery system of its next-generation electric vehicles.
We have entered into production contracts with certain major OEMs, including General Motors LLC, or GM, to supply fabricated, multi-part thermal barriers for use in the battery system of its next-generation EVs.
Contractual Obligations and Commitments Operating Leases We lease office space for our corporate offices in Northborough, Massachusetts, which expires in 2031. We also lease additional facilities in East Providence, Rhode Island; Marlborough, Massachusetts; Monterrey, Mexico; and Pawtucket, Rhode Island for research, administrative, fabrication, and warehousing purposes under leases expiring between October 31, 2023 and April 30, 2034.
Contractual Obligations and Commitments Operating Leases We lease office space for our corporate offices in Northborough, Massachusetts, which expires in 2031. We also lease additional facilities in East Providence, Rhode Island; Marlborough, Massachusetts; Monterrey, Mexico; and Pawtucket, Rhode Island for research, administrative, fabrication, and warehousing purposes under leases expiring between January 31, 2024 and April 30, 2034.
Cost of Revenue Year Ended December 31, 2022 2021 Change % of Related % of Total % of Related % of Total Amount Revenue Revenue Amount Revenue Revenue Amount Percentage ($ in thousands) Cost of revenue: Energy industrial $ 105,963 85 % 59 % $ 100,472 87 % 83 % $ 5,491 5 % Thermal barrier 69,425 125 % 38 % 11,213 NM 9 % 58,212 NM Total cost of revenue $ 175,388 97 % 97 % $ 111,685 92 % 92 % $ 63,703 57 % 68 Total cost of revenue increased $63.7 million, or 57%, to $175.4 million in 2022 from $111.7 million in 2021.
Cost of Revenue Year Ended December 31, Change 2022 2021 Amount Percentage of Related Revenue Amount Percentage of Related Revenue Amount Percentage ($ in thousands) Cost of revenue: Energy industrial $ 105,963 85% $ 100,472 87% $ 5,491 5% Thermal barrier 69,425 125% 11,213 NM 58,212 NM Total cost of revenue $ 175,388 97% $ 111,685 92% $ 63,703 57% Total cost of revenue increased $63.7 million, or 57%, to $175.4 million in 2022 from $111.7 million in 2021.
For the restricted stock awards issued to our Chief Executive Officer during the year ended December 31, 2021 that will vest subject to achievement of certain volume weighted average common stock price targets over a three-to-five year period, we used a Monte-Carlo simulation model to estimate the grant date fair value with respect to 461,616 shares of restricted common stock.
For the restricted stock awards issued to our Chief Executive Officer during the year ended December 31, 2021 with vesting subject to achievement of certain volume weighted average common stock price targets over a three-to-five year period, we used a 84 Monte-Carlo simulation model to estimate the grant date fair value with respect to 461,616 shares of restricted common stock.
These commitments relate to the enhancement of our existing production lines in our East Providence facility and the planned aerogel manufacturing facility in Bulloch County, Georgia and consist primarily of costs for equipment and construction.
These commitments relate to the enhancement of our existing production lines in our East Providence facility and our fabrication operation in Mexico, and the planned aerogel manufacturing facility in Bulloch County, Georgia and consist primarily of costs for equipment and construction.
See “Item 2 — Properties.” We also lease vehicles and equipment under non-cancelable operating leases that expire at various dates. Thermal Barrier Contract We are party to production contracts with General Motors, to supply fabricated, multi-part thermal barriers, or Barriers, for use in the battery system of its next-generation electric vehicles, or Contracts.
See “Item 2 — Properties.” We also lease vehicles and equipment under non-cancelable operating leases that expire at various dates. Thermal Barrier Contract We are party to production contracts with GM, to supply fabricated, multi-part thermal barriers, or Barriers, for use in the battery system of its next-generation EVs, or Contracts.
During the year ended December 31, 2022, we sold 5,241,400 shares of our common stock through the 2022 ATM offering program and received net proceeds of $72.7 million. On February 3, 2021, we entered into a supply agreement with Silbond Corporation for the purchase of certain silanes products.
During the year ended December 31, 2022, we sold 5,241,400 shares of our common stock through the 2022 ATM offering program and received net proceeds of $72.7 million. The 2022 ATM offering program was terminated on June 20, 2023. On February 3, 2021, we entered into a supply agreement with Silbond Corporation for the purchase of certain silanes products.
In addition, we expect our general and administrative expenses to increase as we add general and administrative personnel to support the anticipated growth of our business.
We expect our general and administrative expenses to increase as we add general and administrative personnel to support the anticipated growth of our business.
Manufacturing expense includes labor, utilities, maintenance expense, and depreciation on manufacturing assets. Manufacturing expense also includes stock-based compensation of manufacturing employees and shipping costs. Manufacturing expense as a percentage of product revenue was 46%, 44% and 42% for the years ended December 31, 2022, 2021 and 2020, respectively.
Manufacturing expense includes labor, utilities, maintenance expense, and depreciation on manufacturing assets. Manufacturing expense also includes stock-based compensation of manufacturing employees and shipping costs. Manufacturing expense as a percentage of product revenue was 40%, 46% and 44% for the years ended December 31, 2023, 2022 and 2021, respectively.
General and administrative expenses as a percentage of total revenue increased to 21% in 2022 from 19% in 2021 primarily due to increased expenditures associated with the growth in our human resource, finance, information technology and general management organizations in preparation for the anticipated growth in our business.
General and administrative expenses as a percentage of total revenue increased to 24% in 2023 from 21% in 2022 primarily due to increased expenditures associated with the growth in our human resource, finance, information technology and general management organizations in preparation for the anticipated growth in our business.
Square Foot Operating Metric We price our energy industrial product and measure our shipments in square feet. We believe the square foot operating metric allows us and our investors to measure our manufacturing capacity and energy industrial product shipments on a uniform and consistent basis.
We believe the square foot operating metric allows us and our investors to measure our manufacturing capacity and energy industrial product shipments on a uniform and consistent basis.
Accordingly, we expect our gross profit to vary significantly in absolute dollars and as a percentage of revenue from period to period. Gross profit as a percentage of total revenue was 3%, 8%, and 15% for the years ended December 31, 2022, 2021 and 2020, respectively.
Accordingly, we expect our gross profit to vary significantly in absolute dollars and as a percentage of revenue from period to period. Gross profit as a percentage of total revenue was 24%, 3%, and 8% for the years ended December 31, 2023, 2022 and 2021, respectively.
The following chart sets forth energy industrial product shipments in square feet associated with recognized revenue, including revenue recognized over time utilizing the input method, for the periods presented: Year Ended December 31, 2022 2021 2020 (Square feet in thousands) Product shipments in square feet 32,589 34,557 28,635 Adjusted EBITDA We use Adjusted EBITDA, a non-GAAP financial measure, as a means to assess our operating performance.
The following chart sets forth energy industrial product shipments in square feet associated with recognized revenue, including revenue recognized over time, for the periods presented: Year Ended December 31, 2023 2022 2021 (Square feet in thousands) Product shipments in square feet 28,392 32,589 34,557 Adjusted EBITDA We use Adjusted EBITDA, a non-GAAP financial measure, as a means to assess our operating performance.
In addition, global supply chain disturbances, increased reliance on foreign materials procurement, industrial gas supply constraints, increases in the cost of our raw materials, and other factors may significantly impact our material costs and have a material impact on our operations.
In addition, global supply chain disturbances, increased reliance on foreign materials procurement, industrial gas supply constraints, increases in the cost of our raw materials, engineering changes, higher prototype sales and other factors may significantly impact our material costs and have a material impact on our operations.
Results of Operations The following tables set forth our results of operations for the periods presented: Year Ended December 31, 2022 2021 2020 ($ in thousands) Revenue $ 180,364 $ 121,622 $ 100,273 Cost of revenue 175,388 111,685 85,679 Gross (loss) profit 4,976 9,937 14,594 Operating expenses Research and development 16,930 11,441 8,729 Sales and marketing 28,792 16,581 11,753 General and administrative 38,499 22,514 15,681 Total operating expenses 84,221 50,536 36,163 Loss from operations (79,245 ) (40,599 ) (21,569 ) Other income (expense) Interest expense, convertible note - related party (5,110 ) — — Interest income (expense), net 1,617 (229 ) (240 ) Gain on extinguishment of debt — 3,734 — Total other income (expense) (3,493 ) 3,505 (240 ) Net loss $ (82,738 ) $ (37,094 ) $ (21,809 ) Year ended December 31, 2022 compared to year ended December 31, 2021 The following tables set forth our results of operations for the periods presented: Year Ended December 31, Year Ended December 31, 2022 2021 $ Change % Change 2022 2021 ($ in thousands) (Percentage of total revenue) Revenue $ 180,364 $ 121,622 $ 58,742 48 % 100 % 100 % Cost of revenue 175,388 111,685 63,703 57 % 97 % 92 % Gross (loss) profit 4,976 9,937 (4,961 ) (50 )% 3 % 8 % Operating expenses Research and development 16,930 11,441 5,489 48 % 9 % 9 % Sales and marketing 28,792 16,581 12,211 74 % 16 % 14 % General and administrative 38,499 22,514 15,985 71 % 21 % 19 % Total operating expenses 84,221 50,536 33,685 67 % 47 % 42 % Loss from operations (79,245 ) (40,599 ) (38,646 ) 95 % (44 )% (33 )% Other income (expense) Interest expense, convertible note - related party (5,110 ) — (5,110 ) 100 % (3 )% 0 % Interest income (expense), net 1,617 (229 ) 1,846 (806 )% 1 % 0 % Gain on extinguishment of debt — 3,734 (3,734 ) 100 % — % 3 % Total other income (expense) (3,493 ) 3,505 (6,998 ) (200 )% (2 )% 3 % Net loss $ (82,738 ) $ (37,094 ) $ (45,644 ) (123 )% (46 )% (30 )% 67 Revenue Year Ended December 31, 2022 2021 Change Percentage of Percentage of Amount Revenue Amount Revenue Amount Percentage ($ in thousands) Revenue: Energy industrial $ 124,807 69 % $ 114,958 95 % $ 9,849 9 % Thermal barrier 55,557 31 % 6,664 5 % 48,893 NM Total revenue $ 180,364 100 % $ 121,622 100 % $ 58,742 48 % The following chart sets forth energy industrial product shipments in square feet associated with recognized revenue, including revenue recognized over time utilizing the input method, for the periods presented: Year Ended December 31, Change 2022 2021 Amount Percentage Product shipments in square feet (in thousands) 32,589 34,557 (1,968 ) (6 )% Total revenue increased $58.7 million, or 48%, to $180.3 million in 2022 from $121.6 million in 2021.
The $6.9 million increase was the result of $4.9 million of interest income, $2.2 million of Employee Retention Credits and a $(0.2) million net impact of capitalized interest relating to our Convertible Note in the comparable period in 2022. 75 Year ended December 31, 2022 compared to year ended December 31, 2021 The following tables set forth our results of operations for the periods presented: Year Ended December 31, Year Ended December 31, 2022 2021 $ Change % Change 2022 2021 ($ in thousands) (Percentage of total revenue) Revenue $ 180,364 $ 121,622 $ 58,742 48% 100% 100% Cost of revenue 175,388 111,685 63,703 57% 97% 92% Gross profit 4,976 9,937 (4,961 ) (50)% 3% 8% Operating expenses Research and development 16,930 11,441 5,489 48% 9% 9% Sales and marketing 28,792 16,581 12,211 74% 16% 14% General and administrative 38,499 22,514 15,985 71% 21% 19% Total operating expenses 84,221 50,536 33,685 67% 47% 42% Loss from operations (79,245 ) (40,599 ) (38,646 ) 95% (44)% (33)% Other income (expense) Interest expense, convertible note - related party (5,110 ) — (5,110 ) 100% (3)% 0% Interest income (expense), net 1,617 (229 ) 1,846 (806)% 1% 0% Gain on extinguishment of debt — 3,734 (3,734 ) 100% —% 3% Total other income (expense) (3,493 ) 3,505 (6,998 ) (200)% (2)% 3% Net loss $ (82,738 ) $ (37,094 ) $ (45,644 ) (123)% (46)% (30)% Revenue Year Ended December 31, Change 2022 2021 Amount Percentage of Revenue Amount Percentage of Revenue Amount Percentage ($ in thousands) Revenue: Energy industrial $ 124,807 69% $ 114,958 95% $ 9,849 9% Thermal barrier 55,557 31% 6,664 5% 48,893 NM Total revenue $ 180,364 100% $ 121,622 100% $ 58,742 48% The following chart sets forth product shipments in square feet associated with recognized revenue, including revenue recognized over time, for the periods presented: Year Ended December 31, Change 2022 2021 Amount Percentage Product shipments in square feet (in thousands) 32,589 34,557 (1,968 ) (6)% Total revenue increased $58.7 million, or 48%, to $180.3 million in 2022 from $121.6 million in 2021.
During 2023, we expect gross profit to increase in both absolute dollars and as a percentage of total revenue due to the combination of a projected increase in total revenue combined with projected reduction in material costs as a percentage of total revenue, offset, in part, by a projected increase in manufacturing expense as a percentage of revenue.
During 2024, we expect gross profit to increase in both absolute dollars and as a percentage of total revenue due to the combination of a projected increase in total revenue combined with projected reduction in material costs and manufacturing expense as a percentage of total revenue.
On November 28, 2022, our wholly owned subsidiary, Aspen Aerogels Georgia, LLC, or the Borrower, entered into a Loan Agreement, or the “Loan Agreement”, by and between (i) the Borrower, (ii) Aspen Aerogels, Inc. and (iii) Aspen Aerogels Rhode Island, LLC, a Rhode Island limited liability company, or Aspen RI, and, together with the Borrower and Aspen Aerogels, Inc., each, a Loan Party and collectively, the Loan Parties), as guarantors, and (iv) GM, as lender.
On November 28, 2022, our wholly owned subsidiary, Aspen Aerogels Georgia, LLC, or the Borrower, entered into the Loan Agreement, by and between (i) the Borrower, (ii) Aspen Aerogels, Inc. and (iii) Aspen RI, and, together with the Borrower and Aspen Aerogels, Inc., each, a Loan Party and collectively, the Loan Parties), as guarantors, and (iv) GM, as lender.
As a result, we expect to experience a decrease in both net loss and Adjusted EBITDA during 2023. We also expect to incur significant capital expenditures and growing expenses during 2023, related to our planned second aerogel manufacturing facility to be located in Bulloch County, Georgia.
As a result, we expect to experience a decrease in both net loss and negative Adjusted EBITDA during 2024. We also expect to incur reduced capital expenditures and expenses during 2024 related to our planned second aerogel manufacturing facility to be located in Bulloch County, Georgia.
Accordingly, we expect that our net income (loss), earnings per share and Adjusted EBITDA will vary from period to period. During 2022, we experienced strong volume growth in both our energy industrial and thermal barrier products. As a result, we experienced total revenue growth of 48% during the year.
Accordingly, we expect that our net income (loss), earnings per share and Adjusted EBITDA will vary from period to period. During 2023, we experienced strong volume growth in our thermal barrier products. As a result, we experienced total revenue growth of 32% during the year.
Our ten largest customers accounted for approximately 72% of our total revenue during the year ended December 31, 2022, and we expect that most of our revenue will continue to come from a relatively small number of customers for the foreseeable future. In 2022, sales to GM and Distribution International, Inc. represented 25% and 22% of our total revenue, respectively.
Our ten largest customers accounted for approximately 80% of our total revenue during the year ended December 31, 2023, and we expect that most of our revenue will continue to come from a relatively small number of customers for the foreseeable future. In 2023, sales to GM and Distribution International, Inc. represented 41% and 14% of our total revenue, respectively.
At the Borrower’s election and prior to the issuance of a certificate of occupancy for the Plant, interest may be paid-in-kind at a rate equal to Term SOFR (subject to the Floor) plus 9.0% per year.
At the Borrower’s election and prior to the issuance of a certificate of occupancy for the Plant, interest may be paid-in-kind at a rate equal to Term SOFR (subject to the Floor) plus 9.0% per year. Refer to Recent Developments for details of the amendment to the Loan Agreement.
Capital Spending and Future Capital Requirements We have made capital expenditures primarily to develop and expand our manufacturing capacity. Our capital expenditures totaled $178.0 million in 2022, $13.8 million in 2021 and $3.4 million in 2020.
Capital Spending and Future Capital Requirements We have made capital expenditures primarily to develop and expand our manufacturing capacity. Our capital expenditures totaled $175.5 million in 2023, $178.0 million in 2022 and $13.8 million in 2021.
We believe this is a better representation of the estimated life than our actual limited historical exercise behavior. • For the years ended December 31, 2022 and 2021, we used our historical volatility as a basis to estimate expected volatility in the valuation of stock options.
We believe this is a better representation of the estimated life than our actual limited historical exercise behavior. • For the years ended December 31, 2023, 2022 and 2021, we used our historical volatility as a basis to estimate expected volatility in the valuation of stock options. • The risk-free interest rate is based on U.S.
On November 28, 2022, our wholly owned subsidiary, Aspen Aerogels Georgia, LLC, entered into a $100.0 million loan agreement with GM for which the proceeds to be used for the construction and operation of our planned aerogel manufacturing facility in Bulloch County, Georgia. The agreement allows for borrowings beginning in 2023.
The 2022 ATM offering program was terminated on June 20, 2023. On November 28, 2022, our wholly owned subsidiary, Aspen Aerogels Georgia, LLC, entered into a $100.0 million loan agreement with GM for which the proceeds to be used for the construction and operation of our planned aerogel manufacturing facility in Bulloch County, Georgia.
See “ Risk Factors - Risks Related to Our Business and Strategy - We will require significant additional capital to pursue our growth strategy, but we may not be able to obtain additional financing on acceptable terms or at all ” in this Annual Report on Form 10-K for the year ended December 31, 2022. 75 Analysis of Cash Flow The following table summarizes our cash flows for the periods indicated: Year Ended December 31, 2022 2021 2020 ($ in thousands) Net cash provided by (used in): Operating activities $ (94,399 ) $ (18,628 ) $ (9,924 ) Investing activities (177,974 ) (13,778 ) (3,416 ) Financing activities 478,370 92,474 26,203 Net increase in cash 205,997 60,068 12,863 Cash and cash equivalents, beginning of period 76,564 16,496 3,633 Cash and cash equivalents, end of period $ 282,561 $ 76,564 $ 16,496 Operating Activities During 2022, we used $94.4 million in net cash in operating activities, as compared to the use of $18.6 million in net cash during 2021, an increase in the use of cash of $75.8 million.
See “ Risk Factors - Risks Related to Our Business and Strategy - We will require significant additional capital to pursue our growth strategy, but we may not be able to obtain additional financing on acceptable terms or at all ” in this Annual Report on Form 10-K for the year ended December 31, 2022. 80 Analysis of Cash Flow The following table summarizes our cash flows for the periods indicated: Year Ended December 31, 2023 2022 2021 ($ in thousands) Net cash provided by (used in): Operating activities $ (42,612 ) $ (94,399 ) $ (18,628 ) Investing activities (175,455 ) (177,974 ) (13,778 ) Financing activities 75,477 478,370 92,474 Net increase (decrease) in cash (142,590 ) 205,997 60,068 Cash and cash equivalents, beginning of period 282,561 76,564 16,496 Cash and cash equivalents, end of period $ 139,971 $ 282,561 $ 76,564 Operating Activities During 2023, we used $42.6 million in net cash in operating activities, as compared to the use of $94.4 million in net cash during 2022, a decrease in the use of cash of $51.8 million.
We believe that our December 31, 2022 cash and cash equivalents balance of $281.3 million will be sufficient to support current operating requirements, current research and development activities and the initial capital expenditures required to support the evolving commercial opportunities in the electric vehicle market and other strategic business opportunities.
We believe that our December 31, 2023 cash and cash equivalents balance of $139.7 million will be sufficient to support current operating requirements, current research and development activities and the initial capital expenditures required to support the evolving commercial opportunities in the EV market and other strategic business opportunities.
In volume terms, product shipments decreased by 2.0 million square feet, or 6%, to 32.6 million square feet of aerogel products for the year ended December 31, 2022, as compared to 34.6 million square feet in the year ended December 31, 2021.
In volume terms, product shipments decreased by 4.2 million square feet, or 13%, to 28.4 million square feet of aerogel products for the year ended December 31, 2023, as compared to 32.6 million square feet in the year ended December 31, 2022.
As of December 31, 2022, we had capital commitments of approximately $192.7 million, which included commitments for which we have entered into contracts as well as commitments authorized by our Board of Directors.
As of December 31, 2023, we had capital commitments of approximately $202.6 million, which included commitments for which we have entered into contracts as well as commitments authorized by our Board of Directors.
We expect that material costs will increase in absolute dollars during 2023 due to projected growth in product shipments, but decrease as a percentage of revenue due to projected increases in average selling prices, improved manufacturing, and fabrication yields and a favorable mix of products sold. Manufacturing expense is also a significant component of cost of revenue.
We expect that material costs will increase in absolute dollars during 2024 due to projected growth in product shipments and contracts but remain stable as a percentage of revenue due to improved manufacturing, and fabrication yields and a favorable mix of products sold. Manufacturing expense is also a significant component of cost of revenue.
We also intend to enter into a new revolving credit facility. We believe that the consummation of equity financings could potentially result in an ownership change under Section 382 of the Internal Revenue Code. Such an ownership change would lead to the use of our net operating loss carryforwards being restricted.
We believe that consummation of equity financings could potentially result in an ownership change under Section 382 of the Internal Revenue Code. Such an ownership change would lead to the use of our net operating loss carryforwards being restricted.
However, we plan to supplement our cash balance and available credit with equity financings, debt financings, customer prepayments or technology licensing fees to provide the additional capital necessary to purchase the capital equipment, construct the new facilities and complete the aerogel capacity expansions required to support our evolving commercial opportunities and strategic business initiatives.
However, we plan to supplement our cash balance and available credit with equity financings, debt financings, equipment leasing, sale-leaseback transactions, customer prepayments or government grant and loan programs to provide the additional capital necessary to purchase the capital equipment, construct the new facilities and complete the aerogel capacity expansions required to support our evolving commercial opportunities and strategic business initiatives.
The following assumptions were used to estimate the fair value of the option awards: Year Ended December 31, 2022 2021 2020 Weighted-average assumptions: Expected term (in years) 5.97 5.96 5.81 Expected volatility 61.85 % 52.27 % 49.90 % Risk free rate 2.13 % 1.08 % 2.44 % Expected dividend yield — % — % — % • The expected term represents the period that our stock-based awards are expected to be outstanding and is determined using the simplified method described in ASC Topic 718, Compensation — Stock Compensation , for all grants.
The following assumptions were used to estimate the fair value of the option awards: Year Ended December 31, 2023 2022 2021 Weighted-average assumptions: Expected term (in years) 6.12 5.97 5.96 Expected volatility 70.04 % 61.85 % 59.80 % Risk free rate 4.08 % 2.13 % 0.86 % Expected dividend yield — % — % — % • The expected term represents the period that our stock-based awards are expected to be outstanding and is determined using the simplified method described in ASC Topic 718, Compensation — Stock Compensation , for all grants.
Our insulation is used by oil producers and the owners and operators of refineries, petrochemical plants, liquefied natural gas facilities, power generating assets and other energy industrial. Our Pyrogel® and Cryogel® product lines have undergone rigorous technical validation by industry leading end-users and achieved significant market adoption.
Our insulation is used by oil producers and the owners and operators of refineries, petrochemical plants, LNG facilities, power generating assets and other energy industrial. Our Pyrogel ® and Cryogel ® product lines have undergone rigorous technical validation by industry leading end-users and achieved significant market adoption. We also derive revenue from a number of other end markets.
The following table sets forth the total revenue for the periods presented: Year Ended December 31, 2022 2021 2020 ($ in thousands) Revenue: Energy industrial $ 124,807 $ 114,958 $ 99,834 Thermal barrier 55,557 6,664 439 Total $ 180,364 $ 121,622 $ 100,273 Energy industrial revenue accounted for 69%, 95%, and greater than 99% of total revenue the years ended December 31, 2022, 2021 and 2020, respectively.
The following table sets forth the total revenue for the periods presented: Year Ended December 31, 2023 2022 2021 ($ in thousands) Revenue: Energy industrial $ 128,639 $ 124,807 $ 114,958 Thermal barrier 110,079 55,557 6,664 Total $ 238,718 $ 180,364 $ 121,622 Energy industrial revenue accounted for 54%, 69%, and greater than 95% of total revenue for the years ended December 31, 2023, 2022 and 2021, respectively.
In 2021, sales to Distribution International, Inc. represented 28% of our total revenue. In 2020, sales to Distribution International, Inc. and SPCC Joint Venture represented 21% and 15% of our total revenue, respectively. For each of the noted periods, there were no other customers that represented 10% or more of our total revenues.
In 2022, sales to GM and Distribution International, Inc. represented 25% and 22% of our total revenue, respectively. In 2021, sales to Distribution International, Inc. represented 28% of our total revenue. For each of the noted periods, there were no other customers that represented 10% or more of our total revenues.
The $3.3 million increase was the result of interest relating to our Convertible Note. Interest expense, related party $5.1 million increase was the result of interest relating to our Convertible Note.
The $3.3 million increase was the result of increase in interest expense, related party by $5.1 million offset by increase in interest income, net of $1.8 million. Increase in interest expense, related party of $5.1 million was the result of interest relating to our Convertible Note.
During 2021, we used $18.6 million in net cash in operating activities, as compared to the use of $9.9 million in net cash during 2020, an increase in the use of cash of $8.7 million.
During 2022, we used $94.4 million in net cash in operating activities, as compared to the use of $18.6 million in net cash during 2021, an increase in the use of cash of $75.8 million.
On June 29, 2021, we sold 3,462,124 shares to an affiliate of Koch, in a private placement of our common stock and received net proceeds of $73.5 million after deducting fees and offering expenses of $1.5 million.
In October 2022, we extended the agreement through December 31, 2023, and the agreement has subsequently terminated. On June 29, 2021, we sold 3,462,124 shares to an affiliate of Koch, in a private placement of our common stock and received net proceeds of $73.5 million after deducting fees and offering expenses of $1.5 million.
We believe the commercial potential for our technology in the electric vehicle market is significant. To meet the anticipated revenue growth and take advantage of this market opportunity, we are adding personnel, incurring additional operating expenses, and planning to construct a carbon aerogel battery materials facility, among other items.
To meet the anticipated revenue growth and take advantage of this market opportunity, we are adding personnel, incurring additional operating expenses, and planning to construct a carbon aerogel battery materials facility, among other items.
As we continue to enhance our Aerogel Technology Platform, we believe we will have additional opportunities to address high-value applications in the global insulation market, the electric vehicle market and in a number of new, high-value markets, including hydrogen energy, filtration, water purification, and gas sorption.
As we continue to enhance our Aerogel Technology Platform, we believe we will have additional opportunities to address high-value applications in the global insulation market, and in a number of new, high-value markets, including hydrogen energy, filtration, water purification, and gas sorption. We market and sell our products primarily through a sales force based in North America, Europe and Asia.
We experienced a 48% increase in total revenue during 2022 driven by the increase in our energy industrial business, particularly in Asia and North America, and continued growth in the electric vehicle market. We project revenue growth during 2023 due to accelerating demand in the electric vehicle market and continued market share gains in the sustainable insulation materials market.
We experienced a 32% increase in total revenue during 2023 driven by the increase in our energy industrial business, particularly in Europe, and continued growth in the EV market. We project revenue growth during 2024 due to accelerating demand in the EV market and continued market share gains in the sustainable insulation materials market.
We also expect that the patent enforcement actions, described in more detail under “Legal Proceedings” in Part I, Item 3 of this Annual Report on Form 10-K, if protracted, could result in significant legal expense over the medium to long-term.
We also expect that the patent enforcement actions, described in more detail under “Legal Proceedings” in Part I, Item 3 of this Annual Report on Form 10-K, if protracted, could result in significant legal expense over the medium to long-term. We expect that our general and administrative expenses will increase in absolute dollars and decrease as a percentage of revenue.
Investing Activities Net cash used in investing activities is for capital expenditures for machinery and equipment principally to improve the throughput, efficiency and capacity of our East Providence facility and engineering designs for the planned aerogel manufacturing facility in Bulloch County, Georgia. Net cash used in investing activities for 2022 and 2021 totaled $178.0 million and $13.8 million, respectively.
Investing Activities Net cash used in investing activities is for capital expenditures for machinery and equipment principally to improve the throughput, efficiency and capacity of our East Providence facility, our automated fabrication facility in Mexico and engineering designs for the planned aerogel manufacturing facility in Bulloch County, Georgia.
This increase in the use of cash was the result of the increase in net loss adjusted for non-cash items of $19.4 million, and a decrease in cash provided by changes in working capital of $10.8 million.
This decrease in the use of cash was the result of the decrease in net loss adjusted for non-cash items of $44.8 million, and a decrease in cash used by changes in working capital of $7.0 million.
GAAP measure, to Adjusted EBITDA for the years presented: Year Ended December 31, 2022 2021 2020 ($ in thousands) Net loss $ (82,738 ) $ (37,094 ) $ (21,809 ) Depreciation and amortization 9,222 9,440 10,198 Stock-based compensation (1) 9,385 5,176 5,004 Gain on the extinguishment of debt — (3,734 ) — Interest expense, convertible note - related party 5,110 — — Interest income (expense), net (1,617 ) 229 240 Adjusted EBITDA $ (60,638 ) $ (25,983 ) $ (6,367 ) (1) Represents non-cash stock-based compensation related to vesting and modifications of stock option grants, vesting of restricted stock units and vesting and modification of restricted common stock.
GAAP measure, to Adjusted EBITDA for the years presented: Year Ended December 31, 2023 2022 2021 ($ in thousands) Net loss $ (45,811 ) $ (82,738 ) $ (37,094 ) Depreciation and amortization 15,318 9,222 9,440 Stock-based compensation (1) 10,954 9,385 5,176 Gain on the extinguishment of debt — — (3,734 ) Other (income) expense (3,392 ) 3,493 229 Adjusted EBITDA $ (22,931 ) $ (60,638 ) $ (25,983 ) (1) Represents non-cash stock-based compensation related to vesting and modifications of stock option grants, vesting of restricted stock units and vesting and modification of restricted common stock.
If the closing price per share of our common stock on the New York Stock Exchange is at least 130% of the Conversion Price for 20 consecutive trading days, we may elect to convert the principal and accrued interest owing under the Notes, plus a make-whole amount equal to the sum of the present values of the remaining interest payments that would have otherwise been 77 payable from the date of such conversion, redemption or repurchase, as applicable, through maturity, or the Make-Whole Amount, into our common stock at the Conversion Price.
If the closing price per share of our common stock on the New York Stock Exchange is at least 130% of the Conversion Price for 20 consecutive trading days, we may elect to convert the principal and accrued interest owing under the Notes, plus a make-whole amount equal to the sum of the present values of the remaining interest payments that would have otherwise been payable from the date of such conversion, redemption or repurchase, as applicable, through maturity, or the Make-Whole Amount, into our common stock at the Conversion Price. 82 The Notes are redeemable by us at any time and from time to time in the event that the volume weighted average price of our common stock for the 10 trading days immediately preceding the date on which we provide the redemption notice has been at least 130% of the Conversion Price then in effect, at a redemption price of 100% of the principal amount of such Notes, plus accrued and unpaid interest to, but excluding the redemption date, plus the Make-Whole Amount.
Total revenue from outside of the United States, based on shipment destination, amounted to $66.4 million, or 37% of our total revenue, 64 $54.8 million, or 45% of our total revenue, and $55.4 million, or 55% of our total revenue, in the years ended December 31, 2022, 2021 and 2020, respectively.
Total revenue from outside of the United States, based on shipment destination, amounted to $87.7 million, or 37% of our total revenue, $66.4 million, or 37% of our total revenue, and $54.8 million, or 45% of our total revenue, in the years ended December 31, 2023, 2022 and 2021, respectively. 69 Cost of Revenue Cost of product revenue consists primarily of materials and manufacturing expense.
Research and Development Expenses Year Ended December 31, Change 2022 2021 Amount Percentage of Revenue Amount Percentage of Revenue Amount Percentage ($ in thousands) Research and development expenses $ 16,930 9 % $ 11,441 9 % $ 5,489 48 % Research and development expenses increased by $5.5 million, or 48%, to $16.9 million in 2022 from $11.4 million in 2021.
Research and Development Expenses Year Ended December 31, Change 2023 2022 Amount Percentage of Revenue Amount Percentage of Revenue Amount Percentage ($ in thousands) Research and development expenses $ 16,356 7% $ 16,930 9% $ (574 ) (3)% Research and development expenses decreased by $0.5 million, or 3%, to $16.4 million in 2023 from $16.9 million in 2022.
We based the simulation model on the Black Scholes option-pricing model and a number of other complex assumptions including (i) whether the vesting condition would be satisfied within the time-vesting periods, and (ii) the date the common stock price target would be achieved per the terms of the agreement. 79 On December 10, 2020, we modified the vesting conditions of NSOs to purchase 116,279 shares of common stock held by our CEO to extend the time period to achieve the common stock price target.
We based the simulation model on the Black Scholes option-pricing model and a number of other complex assumptions including (i) whether the vesting condition would be satisfied within the time-vesting periods, and (ii) the date the common stock price target would be achieved per the terms of the agreement.
Provision for Income Taxes We have incurred net losses since inception and have not recorded benefit provisions for U.S. federal income taxes or state income taxes since the tax benefits of our net losses have been offset by valuation allowances due to the uncertainty associated with the utilization of net operating loss carryforwards. 66 At December 31, 2022, we had $348.0 million of net operating losses available to offset future federal income tax, if any, of which $194.6 million expire on various dates through December 31, 2037.
Provision for Income Taxes We have incurred net losses since inception and have not recorded benefit provisions for U.S. federal income taxes or state income taxes since the tax benefits of our net losses have been offset by valuation allowances due to the uncertainty associated with the utilization of net operating loss carryforwards.
In addition, in March 2022, pursuant to a securities purchase agreement dated February 15, 2022, we sold to an affiliate of Koch 1,791,986 shares of our common stock, at a price of $27.902 per share, for net proceeds of $49.9 million after deducting fees and offering expenses of $0.1 million.
In addition, in March 2022, pursuant to a securities purchase agreement dated February 15, 2022, we sold to an affiliate of Koch 1,791,986 shares of our common stock, at a price of $27.902 per share, for net proceeds of $49.9 million after deducting fees and offering expenses of $0.1 million. 79 On December 19, 2023, we entered into a securities purchase agreement with certain institutional investors named therein, pursuant to which we issued and sold, in a registered direct offering directly to the Investors an aggregate of 6,060,607 shares of our common stock at an offering price of $12.38 per share.
The preparation of our financial statements and related disclosures requires us to make estimates, assumptions and judgments that affect the reported amount of assets, liabilities, revenue, costs and expenses and related disclosures.
Critical Accounting Policies and Estimates Our financial statements are prepared in accordance with accounting principles generally accepted in the United States of America. The preparation of our financial statements and related disclosures requires us to make estimates, assumptions and judgments that affect the reported amount of assets, liabilities, revenue, costs and expenses and related disclosures.
During the year ended December 31, 2021, we sold 929,981 shares of our common stock through the ATM offering program with B. Riley Securities and received net proceeds of $19.4 million.
Financial Summary On November 5, 2020, we entered into a sales agreement for an at-the-market (“ATM”) offering program with B. Riley Securities as our sales agent. During the year ended December 31, 2021, we sold 929,981 shares of our common stock through the ATM offering program with B. Riley Securities and received net proceeds of $19.4 million.
To meet expected growth in demand for our aerogel products in the electric vehicle market, we are planning to expand our aerogel blanket capacity by constructing a second manufacturing plant in Bulloch County, Georgia, construction of which is currently in progress.
To meet expected growth in demand for our aerogel products in the EV market, we have been in the process of expanding our aerogel blanket capacity by constructing a second manufacturing plant in Bulloch County, Georgia.
We also rely on an existing and well-established channel of qualified insulation distributors and contractors in more than 50 countries around the world to ensure rapid delivery of our aerogel products and strong end-user support. Thermal Barrier We are also actively developing a number of promising aerogel products and technologies for the electric vehicle market.
Our salespeople work directly with end-user customers and engineering firms to promote the qualification, specification and acceptance of our aerogel and thermal barrier products. We also rely on an existing and well-established channel of qualified insulation distributors and contractors in more than 50 countries around the world to ensure rapid delivery of our aerogel products and strong end-user support.
The $6.8 million increase was the result of increases in compensation and related costs of $2.8 million, professional fees of $2.4 million, and other general and administrative costs of $2.2 million, partially offset by a decrease in the provision for bad debt of $0.6 million.
The $18.3 million increase was the result of increases in compensation and related costs of $15.3 million and professional fees of $3.6 million, offset by a decrease in other costs of $0.6 million.
We plan to fund the capital expenditures required to establish an automated thermal barrier fabrication operation, build a carbon aerogel battery materials facility, and to construct a new aerogel blanket manufacturing facility with additional equity financings, debt financings, customer prepayments, technology licensing fees or credit facilities.
We plan to fund the capital expenditures required to build a carbon aerogel battery materials facility, and to construct a new aerogel blanket manufacturing facility with additional equity financings, debt financings, equipment leasing, sale-leaseback transactions, customer prepayments, government grant and loan programs or credit facilities.
Revenue is recognized upon the satisfaction of contractual performance obligations. In general, our customary shipping terms are FOB shipping point and ex works. Products are typically delivered without significant post-sale obligations to customers other than standard warranty obligations for product defects.
Revenue is recognized upon the satisfaction of contractual performance obligations. Products are typically delivered without significant post-sale obligations to customers other than standard warranty obligations for product defects. We provide warranties for our products and record the estimated cost within cost of sales in the period that the revenue is recorded.
Material costs as a percentage of product revenue were 51%, 48% and 44% for the years ended December 31, 2022, 2021 and 2020, respectively. Material costs as a percentage of product revenue vary from product to product due to differences in average selling prices, material requirements, product thicknesses, and manufacturing yields.
Material costs as a percentage of product revenue vary from product to product due to differences in average selling prices, material requirements, product thicknesses, and manufacturing yields.
However, in the longer term, we expect that general and administrative expenses will decrease as a percentage of revenue due to projected growth in product revenue. 70 Interest Expense, net Year Ended December 31, Change 2022 2021 Amount Percentage of Revenue Amount Percentage of Revenue Amount Percentage ($ in thousands) Interest expense: Interest expense, related party $ (5,110 ) (3 )% $ — 0 % $ (5,110 ) NM Interest income (expense), net 1,617 1 % (229 ) (0 )% 1,846 NM Total interest expense, net $ (3,493 ) (2 )% $ (229 ) (0 )% $ (3,264 ) NM Interest expense, net increased by $3.3 million to $3.5 million in 2022 from $0.2 million in 2021.
General and administrative expenses as a percentage of total revenue increased to 21% in 2022 from 19% in 2021 primarily due to increased expenditures associated with the growth in our human resource, finance, information technology and general management organizations in preparation for the anticipated growth in our business. 78 Interest Expense, net Year Ended December 31, Change 2022 2021 Amount Percentage of Revenue Amount Percentage of Revenue Amount Percentage ($ in thousands) Interest expense: Interest expense, related party $ (5,110 ) (3)% $ — 0% $ (5,110 ) NM Interest income (expense), net 1,617 1% (229 ) (0)% 1,846 NM Total interest expense, net $ (3,493 ) (2)% $ (229 ) (0)% $ (3,264 ) NM Interest expense, net increased by $3.3 million to $3.5 million in 2022 from $0.2 million in 2021.
We intend to fund capital expenditures related to the expansion of capacity of our existing manufacturing facility with our existing cash balance and anticipated cash flows from operations.
In the meantime, and until we ramp up construction, we expect to be able to substantially reduce our planned capital expenditures for 2024. 81 We intend to fund capital expenditures related to the expansion of capacity of our existing manufacturing facility with our existing cash balance and anticipated cash flows from operations.
We significantly increased staffing and spending levels in support of 63 growing demand for our thermal barrier business and our carbon aerogel battery material opportunity in coming years. We also increased staffing and spending to expand and defend our IP portfolio, and to enhance our general and administrative functions to manage the anticipated strong growth in our business.
We increased staffing and spending levels in support of the growing demand for our thermal barrier business and our carbon aerogel battery material opportunity in coming years.
In the longer term, we expect that sales and marketing expenses will increase in absolute dollars but decrease as a percentage of revenue.
Sales and Marketing Expenses Sales and marketing expenses consist primarily of personnel costs, incentive compensation, marketing programs, travel and related costs, consulting expenses and facilities related costs. We expect our sales and marketing expenses will increase in absolute dollars but decrease as a percentage of revenue in 2024 and in the longer term.
Riley Securities, net proceeds from the private placement of common stock of $73.5 million, and proceeds from employee stock option exercises of $2.3 million, offset, in part, by $2.7 million in cash used for payments for employee tax withholdings associated with the vesting of restricted stock units.
Financing Activities Net cash provided by financing activities in 2023 totaled $75.5 million and consisted of net proceeds from the registered direct offering of common stock of $74.2 million and $1.7 million in proceeds from employee stock option exercises, offset, in part, by $0.4 million in cash used for payments made for employee tax withholdings associated with the vesting of restricted stock units.
We have operated the East Providence facility since 2008 and have increased our capacity in phases to approximately $250.0 million in annual revenue. To meet expected growth in demand for our aerogel products in the electric vehicle market, we are in the process of expanding our aerogel blanket capacity by constructing a second manufacturing plant in Bulloch County, Georgia.
To meet expected growth in demand for our aerogel products in the EV market, we have been in the process of expanding our aerogel blanket capacity by constructing a second manufacturing plant in Bulloch County, Georgia.
The decrease in gross profit was the result the $26.0 million increase in total cost of revenue, partially offset by the $21.3 million increase in total revenue. The increase in total cost of revenue was principally driven by the 6.4 million square feet, or 22%, increase in product shipments.
The increase in gross profit was the result of the $58.3 million increase in total revenue, partially offset by the $6.4 million increase in total cost of revenue.