Biggest changeYear Ended December 31, Percentage of Revenue Increase (Decrease) 2022 vs 2021 ($ in thousands) 2022 2021 2022 2021 $ % Service revenue $ 695,218 $ 492,846 93.7 % 89.5 % $ 202,372 41.1 % Product sales 46,380 57,744 6.3 % 10.5 % (11,364 ) (19.7 )% Total revenue 741,598 550,590 100.0 % 100.0 % 191,008 34.7 % Cost of service revenue 16,330 5,337 2.2 % 1.0 % 10,993 206.0 % Cost of product sales 30,932 29,809 4.2 % 5.4 % 1,123 3.8 % Operating expenses 226,324 163,370 30.5 % 29.7 % 62,954 38.5 % Selling, general and administrative expenses 163,133 123,407 22.0 % 22.4 % 39,726 32.2 % Depreciation, amortization and (gain) loss on disposal of assets, net 140,174 116,801 18.9 % 21.2 % 23,373 20.0 % Total costs and expenses 576,893 438,724 77.8 % 79.7 % 138,169 31.5 % Income from operations 164,705 111,866 22.2 % 20.3 % 52,839 47.2 % Interest expense, net 69,372 44,942 9.4 % 8.1 % 24,430 54.4 % Change in fair value of private placement warrants (14,400 ) 7,600 (2.0 )% 1.4 % (22,000 ) (289.5 )% Tax receivable agreement liability adjustment (720 ) (1,016 ) (0.1 )% (0.2 )% 296 (29.1 )% Gain on interest rate swap (996 ) — (0.1 )% — (996 ) n/a (Gain) loss on extinguishment of debt (3,005 ) 5,334 (0.4 )% 1.0 % (8,339 ) (156.3 )% Other income, net (12,654 ) (12,895 ) (1.7 )% (2.3 )% 241 (1.9 )% Total other expenses 37,597 43,965 5.1 % 8.0 % (6,368 ) (14.5 )% Income before income taxes 127,108 67,901 17.1 % 12.3 % 59,207 87.2 % Income tax provision 34,633 26,452 4.6 % 4.8 % 8,181 30.9 % Net income $ 92,475 $ 41,449 12.5 % 7.5 % $ 51,026 123.1 % Service Revenue .
Biggest changeYear Ended December 31, Percentage of Revenue Increase (Decrease) 2023 vs 2022 ($ in thousands) 2023 2022 2023 2022 $ % Service revenue $ 783,595 $ 695,218 95.9 % 93.7 % $ 88,377 12.7 % Product sales 33,715 46,380 4.1 % 6.3 % (12,665 ) (27.3 )% Total revenue 817,310 741,598 100.0 % 100.0 % 75,712 10.2 % Cost of service revenue, excluding depreciation and amortization 18,232 16,330 2.2 % 2.2 % 1,902 11.6 % Cost of product sales 25,231 30,932 3.1 % 4.2 % (5,701 ) (18.4 )% Operating expenses 273,288 226,324 33.4 % 30.5 % 46,964 20.8 % Selling, general and administrative expenses 198,550 163,133 24.3 % 22.0 % 35,417 21.7 % Depreciation, amortization and (gain) loss on disposal of assets, net 113,195 140,174 13.9 % 18.9 % (26,979 ) (19.2 )% Total costs and expenses 628,496 576,893 76.9 % 77.8 % 51,603 8.9 % Income from operations 188,814 164,705 23.1 % 22.2 % 24,109 14.6 % Interest expense, net 86,701 69,372 10.6 % 9.4 % 17,329 25.0 % Change in fair value of private placement warrants 24,966 (14,400 ) 3.1 % (2.0 )% 39,366 (273.4 )% Tax receivable agreement liability adjustment (3,077 ) (720 ) (0.4 )% (0.1 )% (2,357 ) 327.4 % Loss (gain) on interest rate swap 817 (996 ) 0.1 % (0.1 )% 1,813 (182.0 )% Loss (gain) on extinguishment of debt 3,533 (3,005 ) 0.4 % (0.4 )% 6,538 (217.6 )% Other income, net (11,123 ) (12,654 ) (1.3 )% (1.7 )% 1,531 (12.1 )% Total other expenses 101,817 37,597 12.5 % 5.1 % 64,220 170.8 % Income before income taxes 86,997 127,108 10.6 % 17.1 % (40,111 ) (31.6 )% Income tax provision 29,982 34,633 3.6 % 4.6 % (4,651 ) (13.4 )% Net income $ 57,015 $ 92,475 7.0 % 12.5 % $ (35,460 ) (38.3 )% Service Revenue .
Cost of product sales consists of the cost to acquire and install photo enforcement equipment purchased by Government Solutions customers and costs to develop and install hardware sold to Parking Solutions customers. Operating Expenses . Operating expenses primarily include payroll and payroll-related costs (including stock-based compensation), subcontractor costs, payment processing and other operational costs, including print, postage and communication costs.
Cost of product sales consists of the cost to acquire and install photo enforcement equipment purchased by Government Solutions customers and costs to develop hardware sold to Parking Solutions customers. Operating Expenses . Operating expenses primarily include payroll and payroll-related costs (including stock-based compensation), subcontractor costs, payment processing and other operational costs, including print, postage and communication costs.
Parking Solutions’ customer arrangements containing multiple performance obligations typically include the sale and installation of parking access hardware systems, the licensing of SaaS products and/or the performance of maintenance services over a contractual term.
Parking Solutions’ customer arrangements containing multiple performance obligations typically include the sale of parking access hardware systems, the licensing of SaaS products, installation and/or the performance of maintenance services over a contractual term.
These solutions are full-service offerings by which we enroll the license plates of our customers’ vehicles and transponders with tolling authority accounts, pay tolls and violations on the customers’ behalf and, through proprietary technology, integrate with customer data to match the toll or violation to the driver and then bill the driver (or our 40 customer, as applicable) for use of the service.
These solutions are full-service offerings by which we enroll the license plates of our customers’ vehicles and transponders with tolling authority accounts, pay tolls and violations on the customers’ behalf and, through proprietary technology, integrate with customer data to match the toll or violation to the driver and then bill the driver (or our customer, as applicable) for use of the service.
Our Parking Solutions segment generates service revenue mainly from offering software as a service, subscription fees, professional services and citation processing services related to parking management solutions to its customers. Product Sales. Product sales are generated by the sale of photo enforcement equipment in the Government Solutions segment and specialized hardware in the Parking Solutions segment.
Our Parking Solutions segment generates service revenue mainly from offering software as a service, subscription fees, professional services and citation processing services related to parking management solutions to its customers. 40 Product Sales. Product sales are generated by the sale of photo enforcement equipment in the Government Solutions segment and specialized hardware in the Parking Solutions segment.
In Europe, we provide tolling and violations processing services. • Our Government Solutions segment offers photo enforcement solutions and services to its customers. We provide complete, end-to-end speed, red-light, school bus stop arm and bus lane enforcement solutions within the United States and Canada.
In Europe, we provide tolling and violations processing services. • Our Government Solutions segment offers photo enforcement solutions and services to its customers. We provide complete, end-to-end speed, red-light, school bus stop arm and bus lane enforcement solutions, principally within the United States and Canada.
In November 2022, our Board of Directors authorized a new share repurchase program for up to an aggregate amount of $100.0 million of our outstanding shares of Class A Common Stock over an 18-month period in open market, ASR or privately negotiated transactions, each as permitted under applicable rules and regulations, any of which may use pre-arranged trading plans that are designed to meet the requirements of Rule 10b5-1 of the Exchange Act.
Share Repurchases In November 2022, our Board of Directors authorized a share repurchase program for up to an aggregate amount of $100.0 million of our outstanding shares of Class A Common Stock over an 18-month period in open market, ASR or privately negotiated transactions, each as permitted under applicable rules and regulations, any of which may use pre-arranged trading plans that are designed to meet the requirements of Rule 10b5-1 of the Exchange Act.
Critical Accounting Policies The preparation of consolidated financial statements in conformity with generally accepted accounting principles in the United States of America (“ GAAP ”) requires management to make estimates and assumptions that affect the amounts reported in the consolidated financial statements and accompanying notes.
Critical Accounting Estimates The preparation of consolidated financial statements in conformity with generally accepted accounting principles in the United States of America (“ GAAP ”) requires management to make estimates and assumptions that affect the amounts reported in the consolidated financial statements and accompanying notes.
The realization of deferred tax assets can be affected by, among other things, the nature, frequency, and severity of current and cumulative losses, forecasts of future profitability, the length of statutory carryforward periods, our experience with utilizing operating losses and tax credit carryforwards by jurisdiction, the reversal of existing taxable temporary differences and tax planning alternatives and strategies that may be available.
The realization of deferred tax assets can be affected by, among other things, the nature, frequency and severity of current and cumulative losses, forecasts of future profitability, the length of statutory carryforward periods, our experience with utilizing operating loss and other tax carryforwards by jurisdiction, the reversal of existing taxable temporary differences and tax planning alternatives and strategies that may be available.
Business Overview We are a leading provider of smart mobility technology solutions throughout the United States, Australia, Europe and Canada. We make transportation safer, smarter and more connected through our integrated, data-driven solutions, including toll and violations management, title and registration services, automated safety and traffic enforcement and commercial parking management.
Business Overview We are a leading provider of smart mobility technology solutions, principally operating throughout the United States, Australia, Europe and Canada. We make transportation safer, smarter and more connected through our integrated, data-driven solutions, including toll and violations management, title and registration services, automated safety and traffic enforcement and commercial parking management.
We believe that the critical accounting policies listed below involve our more significant judgments, assumptions, and estimates and, therefore, could have the greatest potential impact on the financial statements. Revenue Recognition Judgment is required for the estimation of the standalone selling price (" SSP ") and the allocation of the transaction price by relative SSPs.
We believe that the critical accounting estimates listed below involve our more significant judgments, assumptions, and estimates and, therefore, could have the greatest potential impact on the financial statements. Revenue Recognition Judgment is required for the estimation of the standalone selling price (“ SSP ”) and the allocation of the transaction price by relative SSPs.
The fair value of the Private Placement Warrants is estimated at period-end using a Black-Scholes option pricing model, which is a Level 3 fair value measurement exposed to valuation risk. The risk of exposure is estimated using a sensitivity analysis of potential changes in the significant unobservable inputs, primarily the volatility input that is the most susceptible to valuation risk.
The fair value of the Private Placement Warrants was estimated at period-end using a Black-Scholes option pricing model, which was a Level 3 fair value measurement exposed to valuation risk. The risk of exposure was estimated using a sensitivity analysis of potential changes in the significant unobservable inputs, primarily the volatility input that was the most susceptible to valuation risk.
Borrowing eligibility under the Revolver is subject to a monthly borrowing base calculation based on (i) certain percentages of eligible accounts receivable and inventory, less (ii) certain reserve items, including outstanding letters of credit and other reserves. The Revolver bears interest on either (1) LIBOR plus an applicable margin, or (2) an alternate base rate, plus an applicable margin.
Borrowing eligibility under the Revolver is subject to a monthly borrowing base calculation based on (i) certain percentages of eligible accounts receivable and inventory, less (ii) certain reserve items, including outstanding letters of credit and other reserves. The Revolver bears interest on either (1) Term SOFR plus an applicable margin, or (2) an alternate base rate, plus an applicable margin.
If we conclude that it is more likely than not that the fair value is less than the carrying amount, we then perform a one-step quantitative impairment test by comparing the reporting unit’s fair value with its carrying value.
If we conclude that it is more likely than not that the fair value is less than the carrying amount, we then perform a quantitative impairment test by comparing the reporting unit’s fair value with its carrying value.
On or after April 15, 2024, the Company may redeem all or a portion of the Senior Notes at the redemption prices set forth below in percentages by year, plus accrued and unpaid interest: Year Percentage 2024 102.750% 2025 101.375% 2026 and thereafter 100.000% In addition, the Company may redeem up to 40% of the Senior Notes before April 15, 2024, with the net cash proceeds from certain equity offerings.
On or after April 15, 2024, we may redeem all or a portion of the Senior Notes at the redemption prices set forth below in percentages by year, plus accrued and unpaid interest: Year Percentage 2024 102.750% 2025 101.375% 2026 and thereafter 100.000% In addition, we may redeem up to 40% of the Senior Notes before April 15, 2024, with the net cash proceeds from certain equity offerings at a redemption price of 105.50%.
For warrants that do not meet all the criteria for equity classification, the warrants are required to be recorded at their fair value on the date of issuance, and each balance sheet date thereafter. Changes in the estimated fair value of the warrants are recognized as a non-cash gain or loss on the statements of operations.
For warrants that did not meet all the criteria for equity classification, the warrants were required to be recorded at their fair value on the date of issuance, and each balance sheet date thereafter. Changes in the estimated fair value of the warrants were recognized as a non-cash gain or loss on the statements of operations.
In connection with the issuance of the Senior Notes, the Company incurred $5.7 million in lender and third-party costs, which were capitalized as deferred financing costs and are being amortized over the remaining life of the Senior Notes.
In connection with the issuance of the Senior Notes, we incurred $5.7 million in lender and 47 third-party costs, which were capitalized as deferred financing costs and are being amortized over the remaining life of the Senior Notes.
Customer buying patterns vary greatly from period to period related to product sales. Costs and Expenses Cost of Service Revenue. Cost of service revenue consists of recurring service costs, collection and other third-party costs in our segments. Cost of Product Sales.
Customer buying patterns vary greatly from period to period related to product sales. Costs and Expenses Cost of Service Revenue, Excluding Depreciation and Amortization. Cost of service revenue, excluding depreciation and amortization consists of recurring service costs, collection and other third-party costs in our segments. Cost of Product Sales.
PPP Loan During fiscal year 2020, Redflex received a $2.9 million loan from the U.S. Small Business Administration (“ SBA ”) as part of the Paycheck Protection Program (“ PPP Loan ”) to offset certain employment and other allowable costs incurred as a result of the COVID-19 pandemic.
PPP Loan During fiscal year 2020, one of our wholly owned subsidiaries received a $2.9 million loan from the U.S. Small Business Administration (“ SBA ”) as part of the Paycheck Protection Program (“ PPP Loan ”) to offset certain employment and other allowable costs incurred as a result of the COVID-19 pandemic.
Long-term Debt 2021 Term Loan and Senior Notes In March 2021, VM Consolidated, Inc., the Company’s wholly owned subsidiary (“ VM Consolidated ”), entered into an Amendment and Restatement Agreement No.1 to the First Lien Term Loan Credit Agreement (the “ 2021 Term Loan ”) with a syndicate of lenders.
Long-term Debt 2021 Term Loan In March 2021, VM Consolidated, our wholly owned subsidiary, entered into an Amendment and Restatement Agreement No.1 to the First Lien Term Loan Credit Agreement (the “ 2021 Term Loan ”) with a syndicate of lenders.
In early 2021, Redflex applied for forgiveness of this loan, and on September 23, 2022, the Company was notified by the SBA that the loan, together with accrued interest, had been fully forgiven under the provisions of the PPP Loan program.
In early 2021, we applied for forgiveness of this loan, and on September 23, 2022, we were notified by the SBA that the loan, together with accrued interest, had been fully forgiven under the provisions of the PPP Loan program.
Segments We have three operating and reportable segments, Commercial Services, Government Solutions and Parking Solutions: • Our Commercial Services segment offers toll and violation management solutions and title and registration services for RACs and FMCs in North America.
Segments We have three operating and reportable segments, Commercial Services, Government Solutions and Parking Solutions: • Our Commercial Services segment offers toll and violation management solutions and title and registration services for commercial fleet customers, including RACs, Direct Fleets and FMCs in North America.
We believe that our existing cash and cash equivalents, cash flows provided by operating activities and our ability to borrow under our Revolver (as defined below) will be sufficient to meet operating cash requirements and service debt obligations for at least the next 12 months.
We believe that our existing cash and cash equivalents, cash flows provided by operating activities and our ability to borrow under our Revolver (as defined below) will be sufficient to meet operating cash requirements, service debt obligations and fund potential share repurchases for at least the next 12 months and thereafter for the foreseeable future.
The international operations through Redflex primarily involve the sale of traffic enforcement products and related maintenance services. • Our Parking Solutions segment provides an integrated suite of parking software and hardware solutions to universities, municipalities, parking operators, healthcare facilities and transportation hubs in the United States and Canada.
Our international operations primarily involve the sale of traffic enforcement products and related maintenance services. • Our Parking Solutions segment provides an integrated suite of parking software, transaction processing and hardware solutions to universities, municipalities, healthcare facilities and commercial parking operators in the United States and Canada.
We provide a valuation allowance for deferred tax assets if it is more likely than not that some portion or all of the tax assets will not be realized.
We provide a valuation allowance against deferred tax assets when it is more likely than not that some portion or all of the deferred tax asset will not be realized.
Within our Government Solutions and Parking Solutions operating segments, some customer arrangements include multiple performance obligations. Government Solutions’ customer arrangements containing multiple performance obligations typically include the sale and installation of photo-enforcement cameras and the performance of maintenance services on such cameras over a contractual term.
Within our Government Solutions and Parking Solutions operating segments, some customer arrangements include multiple performance obligations. Government Solutions’ customer arrangements containing multiple performance obligations typically include the sale and installation of photo-enforcement cameras, license of back-office software, processing payments on behalf of the customer and the performance of maintenance services on such cameras over a contractual term.
Accordingly, the Company recognized a $3.0 million gain on extinguishment of debt in the consolidated statement of operations for the year ended December 31, 2022. The Revolver The Company has a Revolving Credit Agreement (the “ Revolver ”) with a commitment of up to $75.0 million available for loans and letters of credit. The Revolver matures on December 20, 2026.
Accordingly, we recognized a $3.0 million gain on extinguishment of debt in the consolidated statements of operations for the year ended December 31, 2022. The Revolver We have a Revolving Credit Agreement (the “ Revolver ”) with a commitment of up to $75.0 million available for loans and letters of credit. The Revolver matures on December 18, 2026.
For warrants that meet all of the criteria for equity 54 classification, the warrants are required to be recorded as a component of additional paid-in capital at the time of issuance.
For warrants that met all of the criteria for equity classification, the warrants were required to be recorded as a component of additional paid-in capital at the time of issuance.
Income tax provision was $34.6 million representing an effective tax rate of 27.2% for fiscal year 2022 compared to $26.5 million, representing an effective tax rate of 39.0% for fiscal year 2021.
Income tax provision was $30.0 million representing an effective tax rate of 34.5% for fiscal year 2023 compared to $34.6 million, representing an effective tax rate of 27.2% for fiscal year 2022.
Segment performance is based on revenues and income from operations before depreciation, amortization, and stock-based compensation. The measure also excludes interest expense, net, income taxes and certain other transactions and is inclusive of other income, net.
Segment performance is based on revenues and income from operations before depreciation, amortization, and stock-based compensation. The measure also excludes interest expense, net, income taxes and certain other transactions and is inclusive of other income, net. Primary Components of Our Operating Results Revenues Service Revenue.
Our Public Warrants meet the criteria for equity classification and accordingly, are reported as a component of shareholders’ equity while our Private Placement Warrants do not meet the criteria for equity classification and are instead classified as a liability.
Our Public 51 Warrants met the criteria for equity classification and accordingly, were reported as a component of shareholders’ equity while our Private Placement Warrants did not meet the criteria for equity classification and were instead classified as a liability.
The determination and allocation of fair values to the identifiable assets acquired and liabilities assumed is based on various assumptions and valuation methodologies requiring considerable management judgment and includes the use of independent valuation specialists to assist us in estimating fair values of acquired tangible and intangible assets.
The excess of the purchase consideration over the fair value of the identifiable assets and liabilities is recorded as goodwill. 49 The determination and allocation of fair values to the identifiable assets acquired and liabilities assumed is based on various assumptions and valuation methodologies requiring considerable management judgment and includes the use of independent valuation specialists to assist us in estimating fair values of acquired tangible and intangible assets.
(Gain) loss on extinguishment of debt generally consists of early payment penalties and the write-off of original issue discounts and deferred financing costs associated with debt extinguishment, and any gains recognized as a result of loan forgiveness. 41 Other Income, Net .
Loss (gain) on extinguishment of debt consists of losses from the write-off of pre-existing original issue discounts and deferred financing costs associated with debt extinguishment, and any gains recognized as a result of loan forgiveness. Other Income, Net .
The Company’s effective tax rate for 2022 was lower compared to 2021 primarily due to an increase in pre-tax income in 2022 combined with the permanent differences related to the mark-to-market adjustment on the private placement warrants and the adjustments to the carrying value of the Company’s tax receivable agreement liability. Net Income.
Our effective tax rate for 2023 was higher compared to 2022 primarily due to a decrease in pre-tax income in 2023 combined with the impact of permanent differences related to the mark-to-market adjustment on the Private Placement Warrants and the adjustments to the carrying value of our tax receivable agreement liability. Net Income.
Operating expenses as a percentage of total revenue increased from 29.7% to 30.5% in fiscal years 2021 and 2022, respectively.
Operating expenses as a percentage of total revenue increased from 30.5% to 33.4% in fiscal years 2022 and 2023, respectively.
This includes evaluation by portfolio segment the changes in expectations based on the newest information available on customer payment trends and risk characteristics, and adjusting the probability-weighting either upward or downward that is most representative of the expected credit losses. Acquisitions We apply the acquisition method to account for business combinations.
This includes evaluation by portfolio segment the changes in expectations based on the newest information available on customer payment trends, travel forecasts and other risk characteristics and adjusting the probability-weighting either upward or downward that is most representative of the expected credit losses.
We recorded $0.7 million of impairment related to certain photo enforcement programs that ended during the year ended December 31, 2022 within the depreciation, amortization and (gain) loss on disposal of assets, net line item on the consolidated statements of operations. Income Taxes We account for income taxes under the asset and liability method.
We recorded $0.7 million of impairment related to certain photo enforcement programs that ended during the year ended December 31, 2022 within the depreciation, amortization and (gain) loss on disposal of assets, net line item on the consolidated statements of operations. We did not have any indicators of impairment related to long-lived assets for the year ended December 31, 2021.
The Company periodically evaluates the adequacy of its allowance for expected credit losses by comparing its actual historical write-offs to its previously 52 recorded estimates and adjusts appropriately.
We periodically evaluate the adequacy of our allowance for expected credit losses by comparing our actual historical write-offs to our previously recorded estimates and adjust appropriately.
See “ Liquidity and Capital Resources ” below. Change in Fair Value of Private Placement Warrants . We recorded a $14.4 million gain and a $7.6 million loss in fiscal years 2022 and 2021, respectively, related to the changes in fair value of our Private Placement Warrants which are accounted for as liabilities on our consolidated balance sheets.
We recorded a loss of $25.0 million and a gain of $14.4 million in fiscal years 2023 and 2022, respectively, related to the changes in fair value of our Private Placement Warrants which were accounted for as liabilities on our consolidated balance sheets.
Change in fair value of private placement warrants consists of liability adjustments related to the 6,666,666 Private Placement Warrants originally issued to Gores Sponsor II, LLC re-measured to fair value at the end of each reporting period. Tax Receivable Agreement Liability Adjustment . This consists of adjustments made to our Tax Receivable Agreement liability due to changes in estimates.
Change in fair value of private placement warrants consists of liability adjustments related to the Private Placement Warrants originally issued to Gores Sponsor II, LLC re-measured to fair value at the end of each reporting period, and the final re-measurement upon their exercise. Tax Receivable Agreement Liability Adjustment .
We assess recoverability by comparing the estimated undiscounted future cash flows expected to be generated by the asset or asset group with its carrying value. If the carrying value of the asset or asset group exceeds the estimated undiscounted future cash flows, an impairment loss is recognized for the difference between the estimated fair value and the carrying value.
If the carrying value of the asset or asset group exceeds the estimated undiscounted future cash flows, an impairment loss is recognized for the difference between the estimated fair value and the carrying value.
We bring together vehicles, hardware, software, data, and people to solve transportation challenges for customers around the world, including fleet owners such as RACs and FMCs, governments, universities, parking operators, healthcare facilities, transportation hubs and other violation-issuing authorities. Executive Summary We operate under long-term contracts and a highly reoccurring service revenue model.
We bring together vehicles, hardware, software, data and people to solve transportation challenges for customers around the world, including commercial fleet owners such as RACs, Direct Fleets and FMCs, as well as governments, universities, parking operators, healthcare facilities, transportation hubs and other violation-issuing authorities.
In connection with the 2021 Term Loan, the Company had an offering discount cost of $3.3 million and $0.7 million of deferred financing costs, both of which were capitalized and are amortized over the remaining life of the 2021 Term Loan.
In connection with the 2021 Term Loan borrowings, we had $4.6 million of offering discount costs and $4.5 million in deferred financing costs, both of which were capitalized and are being amortized over the remaining life of the 2021 Term Loan.
For arrangements that contain multiple performance obligations, we exercise judgement in allocating the transaction price based on the relative SSP method by comparing the SSP of each distinct performance obligation to the total value of the contract. We determine the SSP based on our historical pricing and discounting practices for the distinct performance obligation when sold separately.
For arrangements that contain multiple performance obligations, we exercise judgment in allocating the transaction price based on the relative SSP method by comparing the SSP of each distinct performance obligation to the total value of the contract. We apply judgment in determining the SSP for each distinct performance obligation.
The adjustments to net income included decreases of $37.1 million for the changes in the fair value of private placement warrants, (gain) loss on extinguishment of debt and changes in deferred income taxes year over year, partially offset by increases of $29.7 million from depreciation and amortization, credit loss expense, and stock-based compensation expense year over year.
The adjustments to net income included increases of $50.2 million from changes in the fair value of private placement warrants, loss (gain) on extinguishment of debt and impairment of long-lived assets and ROU assets year over year, partially offset by decreases of $40.7 million from lower amortization, credit loss expense and changes in deferred income taxes year over year.
Selling, general and administrative expenses increased by $39.7 million to $163.1 million for fiscal year 2022 compared to $123.4 million for fiscal year 2021.
Selling, general and administrative expenses increased by $35.4 million to approximately $198.6 million for fiscal year 2023 compared to $163.1 million for fiscal year 2022.
As of December 31, 2022, the interest rate on the 2021 Term Loan was 7.6%.
As of December 31, 2023, the new all-in interest rate on the 2021 Term Loan was 8.7%.
See Note 2, Significant Accounting Policies , in Item 8, Financial Statements and Supplementary Data for additional information on the interest rate swap entered into in December 2022 to hedge our exposure against rising interest rates.
Interest income earned was $4.2 million for the fiscal year ended December 31, 2023 and less than $0.1 million for both fiscal years ended December 31, 2022 and 2021. 48 See Note 2, Significant Accounting Policies , in Item 8, Financial Statements and Supplementary Data for additional information on the interest rate swap entered into in December 2022 to hedge our exposure against rising interest rates.
In addition, the 2021 Term Loan requires mandatory prepayments equal to the product of the excess cash flows of the Company (as defined in the 2021 Term Loan agreement) and the applicable prepayment percentages (calculated as of the last day of the fiscal year, beginning with the year ending December 31, 2022), as set forth in the following table: 50 Consolidated First Lien Net Leverage Ratio (As Defined by the 2021 Term Loan Agreement) Applicable Prepayment Percentage > 3.70:1.00 50% 3.70:1.00 and > 3.20:1.00 25% 3.20:1.00 0% The Company will make a $12.9 million mandatory prepayment of excess cash flows during the first quarter of fiscal year 2023, which was classified as current portion of long-term debt in the consolidated balance sheet at December 31, 2022.
In addition, the 2021 Term Loan requires mandatory prepayments equal to the product of the excess cash flows of the Company (as defined in the 2021 Term Loan agreement) and the applicable prepayment percentages (calculated as of the last day of the fiscal year), as set forth in the following table: Consolidated First Lien Net Leverage Ratio (As Defined by the 2021 Term Loan Agreement) Applicable Prepayment Percentage > 3.70:1.00 50% 3.70:1.00 and > 3.20:1.00 25% 3.20:1.00 0% We did not have mandatory prepayments of excess cash flows for the fiscal years ended December 31, 2023 or 2022.
Impairment of Goodwill and Long-Lived Assets We assess goodwill for impairment annually on October 1, or more frequently if events or circumstances indicate that the carrying amounts may not be fully recoverable.
Impairment of Goodwill and Long-Lived Assets We assess goodwill for impairment annually on October 1, or more frequently if events or circumstances indicate that the carrying amounts may not be fully recoverable. We have four reporting units for the purposes of assessing potential impairment of goodwill which include Commercial Services, Government Solutions North America, Government Solutions International and Parking Solutions.
Interest Expense The Company recorded interest expense, including amortization of deferred financing costs and discounts, of $69.4 million, $44.9 million and $40.9 million for the fiscal years ended December 31, 2022, 2021 and 2020 respectively.
At December 31, 2023, we were compliant with all debt covenants. Interest Expense, Net We recorded interest expense, net of interest income, including amortization of deferred financing costs and discounts, of $86.7 million, $69.4 million and $44.9 million for the fiscal years ended December 31, 2023, 2022 and 2021 respectively.
The following table sets forth certain captions on our statements of cash flows for the respective periods: For the Year Ended December 31, ($ in thousands) 2022 2021 2020 Net cash provided by operating activities $ 218,337 $ 193,171 $ 46,909 Net cash used in investing activities (48,592 ) (475,970 ) (24,153 ) Net cash (used in) provided by financing activities (164,932 ) 268,722 (34,004 ) Cash Flows from Operating Activities Cash provided by operating activities increased by $25.2 million, from $193.2 million in 2021 to $218.3 million in 2022.
The following table sets forth certain captions on our statements of cash flows for the respective periods: For the Year Ended December 31, ($ in thousands) 2023 2022 Net cash provided by operating activities $ 206,101 $ 218,337 Net cash used in investing activities (58,290 ) (48,592 ) Net cash used in financing activities (117,793 ) (164,932 ) Cash Flows from Operating Activities Cash provided by operating activities decreased by $12.2 million, from $218.3 million in 2022 to $206.1 million in 2023.
Redflex and T2 Systems contributed $113.9 million to revenue growth, and the remaining increase was mainly due to service revenue resulting from increased travel volume and tolling activity in 2022 in the Commercial Services segment and expansion of speed programs in the Government Solutions segment; and • Generated cash flows from operating activities of $218.3 million, $193.2 million, and $46.9 million for fiscal years 2022, 2021 and 2020, respectively.
The increase was mainly due to service revenue resulting from increased travel volume and higher adoption of the all-inclusive product offering in the Commercial Services segment and expansion of speed programs in the Government Solutions segment. • Generated cash flows from operating activities of $206.1 million and $218.3 million for fiscal years 2023 and 2022, respectively.
Service revenue increased by $202.4 million, or 41.1%, to $695.2 million for fiscal year 2022 from $492.8 million in fiscal year 2021, representing 93.7% and 89.5% of total revenue, respectively.
Service revenue increased by $88.4 million, or 12.7%, to $783.6 million for fiscal year 2023 from $695.2 million in fiscal year 2022, representing 95.9% and 93.7% of total revenue, respectively.
The 2021 Term Loan is repayable at 1.0% per annum of the amount initially borrowed, paid in quarterly installments. It bears interest based, at the Company’s option, on either (1) LIBOR plus an applicable margin of 3.25% per annum, or (2) an alternate base rate plus an applicable margin of 2.25% per annum.
It bears interest based, at our option, on either (1) LIBOR plus an applicable margin of 3.25% per annum, or (2) an alternate base rate plus an applicable margin of 2.25% per annum.
We apply discount rates that are commensurate with the risks and uncertainties inherent in the respective reporting units and our internally developed projections of future cash flows. In connection with our 2022 assessment of goodwill impairment, we qualitatively concluded that our Commercial Services and Government Solutions North America reporting units did not have indicators of impairment.
We apply discount rates that are commensurate with the risks and uncertainties inherent in the respective reporting units and our internally developed projections of future cash flows.
Gain on Interest Rate Swap . We recorded a $1.0 million gain related to the interest rate swap associated with mark-to-market adjustments from re-measuring to fair value at the end of the reporting period. (Gain) Loss on Extinguishment of Debt .
We recorded a $1.0 million gain in fiscal year 2022 associated with the derivative instrument re-measured to fair value at the end of the reporting period. Loss (Gain) on Extinguishment of Debt .
Recent Accounting Pronouncements For a discussion of recent accounting pronouncements, refer to Note 2, Significant Accounting Policies , in Item 8, Financial Statements and Supplementary Data.
As of December 31, 2023, all Warrants were either exercised by the holder or redeemed by the Company. Recent Accounting Pronouncements For a discussion of recent accounting pronouncements, refer to Note 2, Significant Accounting Policies , in Item 8, Financial Statements and Supplementary Data .
Gain on Interest Rate Swap. Gain on interest rate swap relates to the gain associated with the derivative instrument re-measured to fair value at the end of each reporting period. (Gain) Loss on Extinguishment of Debt.
This consists of adjustments made to our tax receivable agreement liability due to changes in estimates. Loss (Gain) on Interest Rate Swap. Loss (gain) on interest rate swap relates to the changes associated with the derivative instrument re-measured to fair value at the end of each reporting period and the related periodic cash payments. Loss (Gain) on Extinguishment of Debt.
In November 2022, our Board of Directors authorized a new share repurchase program for up to an aggregate amount of $100.0 million of our outstanding shares of Class A Common Stock over an 18-month period in open market, ASR or privately negotiated transactions, each as permitted under applicable rules and regulations.
We paid a total of $100.0 million for share repurchases during the twelve months ended December 31, 2023. 45 On October 30, 2023, our Board of Directors authorized a new share repurchase program for up to an aggregate amount of $100.0 million of our outstanding shares of Class A Common Stock over an 18-month period in open market, ASR or privately negotiated transactions.
The following table presents selling, general and administrative expenses by segment: Year Ended December 31, Percentage of Revenue Increase (Decrease) 2022 vs 2021 ($ in thousands) 2022 2021 2022 2021 $ % Selling, general and administrative expenses Commercial Services $ 56,105 $ 42,386 7.5 % 7.7 % $ 13,719 32.4 % Government Solutions 61,235 51,052 8.3 % 9.3 % 10,183 19.9 % Parking Solutions 27,104 1,361 3.7 % 0.2 % 25,743 1891.5 % Corporate and other 3,156 15,639 0.4 % 2.8 % (12,483 ) (79.8 )% Total selling, general and administrative expenses before stock-based compensation 147,600 110,438 19.9 % 20.0 % 37,162 33.6 % Stock-based compensation 15,533 12,969 2.1 % 2.4 % 2,564 19.8 % Total selling, general and administrative expenses $ 163,133 $ 123,407 22.0 % 22.4 % $ 39,726 32.2 % Depreciation, Amortization and (Gain) Loss on Disposal of Assets, Net.
The following table presents selling, general and administrative expenses by segment: Year Ended December 31, Percentage of Revenue Increase (Decrease) 2023 vs 2022 ($ in thousands) 2023 2022 2023 2022 $ % Selling, general and administrative expenses Commercial Services $ 61,607 $ 56,105 7.5 % 7.5 % $ 5,502 9.8 % Government Solutions 62,597 61,235 7.7 % 8.3 % 1,362 2.2 % Parking Solutions 23,988 27,104 2.9 % 3.7 % (3,116 ) (11.5 )% Corporate and other 35,370 3,156 4.4 % 0.4 % 32,214 1020.7 % Total selling, general and administrative expenses before stock-based compensation 183,562 147,600 22.5 % 19.9 % 35,962 24.4 % Stock-based compensation 14,988 15,533 1.8 % 2.1 % (545 ) (3.5 )% Total selling, general and administrative expenses $ 198,550 $ 163,133 24.3 % 22.0 % $ 35,417 21.7 % Depreciation, Amortization and (Gain) Loss on Disposal of Assets, Net.
Liquidity and Capital Resources Our principal sources of liquidity are cash flows from operations and the available borrowing under our Revolver (defined below). We have incurred significant long-term debt as a result of acquisitions completed in prior years.
Liquidity and Capital Resources Our principal sources of liquidity are cash flows from operations and the available borrowing under our Revolver (defined below).
This approach requires the recognition of deferred tax assets and liabilities for the expected future tax consequences of differences between the tax basis of assets or liabilities and their carrying amounts in the financial statements.
Income Taxes The objectives of accounting for income taxes are to recognize the amount of taxes payable or refundable for the current year, and to recognize deferred tax assets and liabilities for the expected future consequences of differences between the tax basis of assets or liabilities and their carrying amounts in the financial statements.
The final settlement occurred on November 4, 2022, at which time, we received 943,361 additional shares calculated using a volume-weighted average price over the term of the ASR agreement. We used 39 existing cash on hand and paid a total of $125.0 million for shares repurchases and $0.1 million for direct costs during the year ended December 31, 2022.
The final settlement occurred on January 12, 2024, at which time, we received 534,499 additional shares calculated using a volume-weighted average price over the term of the ASR agreement. We paid a total of $100.0 million for share repurchases during the twelve months ended December 31, 2023.
The following table depicts service revenue by segment: Year Ended December 31, Percentage of Revenue Increase (Decrease) 2022 vs 2021 ($ in thousands) 2022 2021 2022 2021 $ % Service revenue Commercial Services $ 325,971 $ 260,899 44.0 % 47.4 % $ 65,072 24.9 % Government Solutions 307,639 227,992 41.4 % 41.4 % 79,647 34.9 % Parking Solutions 61,608 3,955 8.3 % 0.7 % 57,653 1457.7 % Total service revenue $ 695,218 $ 492,846 93.7 % 89.5 % $ 202,372 41.1 % Commercial Services service revenue includes mainly toll and violation management revenues from RACs and FMCs.
The following table depicts service revenue by segment: Year Ended December 31, Percentage of Revenue Increase (Decrease) 2023 vs 2022 ($ in thousands) 2023 2022 2023 2022 $ % Service revenue Commercial Services $ 372,786 $ 325,971 45.6 % 44.0 % $ 46,815 14.4 % Government Solutions 344,034 307,639 42.1 % 41.4 % 36,395 11.8 % Parking Solutions 66,775 61,608 8.2 % 8.3 % 5,167 8.4 % Total service revenue $ 783,595 $ 695,218 95.9 % 93.7 % $ 88,377 12.7 % Commercial Services service revenue includes mainly toll and violation management revenues from RACs and FMCs.
We did not have a mandatory prepayment of excess cash flow for the fiscal year ended December 31, 2021. Interest on the Senior Notes is fixed at 5.50% per annum and is payable on April 15 and October 15 of each year.
Interest on the Senior Notes is fixed at 5.50% per annum and is payable on April 15 and October 15 of each year.
Results of Operations Fiscal Year 2022 Compared to Fiscal Year 2021 The following table sets forth our statements of operations data and expresses each item as a percentage of total revenue for the periods presented as well as the changes between periods.
Other income, net primarily consists of volume rebates earned from total spend on purchasing cards, gains or losses on foreign currency transactions and other non-operating expenses. 41 Results of Operations Fiscal Year 2023 Compared to Fiscal Year 2022 The following table sets forth our statements of operations data and expresses each item as a percentage of total revenue for the periods presented as well as the changes between periods.
There is no material reserve related to NYCDOT open receivables as amounts are deemed collectible based on current conditions and expectations.
Concentration of Credit Risk The NYCDOT represented 18% and 22% of total accounts receivable, net as of December 31, 2023 and 2022, respectively. There is no material reserve related to NYCDOT open receivables as amounts are deemed collectible based on current conditions and expectations.
Accordingly, the Company recognized a loss on extinguishment of debt of $5.3 million on the 2018 Term Loan during the year ended December 31, 2021, consisting of a $4.0 million write-off of pre-existing deferred financing costs and discounts and $1.3 million of lender and third-party costs associated with the issuance of the 2021 Term Loan.
We recorded a $3.5 million loss on extinguishment of debt during the year ended December 31, 2023 related to the write-off of pre-existing deferred financing costs and discounts in connection with the early repayment of $172.5 million on the 2021 Term Loan.
Cash Flows from Investing Activities Cash used in investing activities in 2022 and in 2020 was primarily related to purchases of installation and service parts and property and equipment. Cash used in investing activities in 2021 was mainly related to acquisitions of Redflex, T2 Systems and NuPark.
Cash Flows from Investing Activities Cash used in investing activities in 2023 and 2022 was primarily related to purchases of installation and service parts and property and equipment mainly in our Government Solutions business of $57.0 million and $48.2 million, respectively.
The following table presents operating expenses by segment: Year Ended December 31, Percentage of Revenue Increase (Decrease) 2022 vs 2021 ($ in thousands) 2022 2021 2022 2021 $ % Operating expenses Commercial Services $ 72,328 $ 65,718 9.8 % 12.0 % $ 6,610 10.1 % Government Solutions 139,961 96,284 18.9 % 17.5 % 43,677 45.4 % Parking Solutions 12,905 553 1.7 % 0.1 % 12,352 2233.6 % Total operating expenses before stock-based compensation 225,194 162,555 30.4 % 29.6 % 62,639 38.5 % Stock-based compensation 1,130 815 0.1 % 0.1 % 315 38.7 % Total operating expenses $ 226,324 $ 163,370 30.5 % 29.7 % $ 62,954 38.5 % Selling, General and Administrative Expenses .
The following table presents operating expenses by segment: Year Ended December 31, Percentage of Revenue Increase (Decrease) 2023 vs 2022 ($ in thousands) 2023 2022 2023 2022 $ % Operating expenses Commercial Services $ 83,828 $ 72,328 10.3 % 9.8 % $ 11,500 15.9 % Government Solutions 168,736 139,961 20.6 % 18.9 % 28,775 20.6 % Parking Solutions 18,236 12,905 2.2 % 1.7 % 5,331 41.3 % Total operating expenses before stock-based compensation 270,800 225,194 33.1 % 30.4 % 45,606 20.3 % Stock-based compensation 2,488 1,130 0.3 % 0.1 % 1,358 120.2 % Total operating expenses $ 273,288 $ 226,324 33.4 % 30.5 % $ 46,964 20.8 % Selling, General and Administrative Expenses .
Our Board of Directors authorized a second ASR during the third quarter of 2022 for the remaining availability under the share repurchase program. On August 19, 2022, we paid $68.1 million for this second ASR and received an initial delivery of 3,300,000 shares of our Class A Common Stock in accordance with an ASR agreement with a third-party financial institution.
On September 5, 2023, we used the remaining availability under the share repurchase program for an ASR and paid approximately $91.9 million to receive an initial delivery of 4,131,551 shares of our Class A Common Stock in accordance with an ASR agreement with a third-party financial institution.
Government Solutions service revenue includes revenue from speed, red-light, school bus stop arm and bus lane photo enforcement systems. Service revenue was $307.6 million and $228.0 million for the years ended December 31, 2022, and 2021, respectively, and it increased by $79.6 million. Redflex operations contributed $37.4 million to our growth year-over-year.
Government Solutions service revenue includes revenue from speed, red-light, school bus stop arm and bus lane photo enforcement systems. Service revenue increased by $36.4 million to $344.0 million in fiscal year 2023 compared to $307.6 million in fiscal year 2022.
Allowance for Credit Losses We review historical credit losses and customer payment trends on receivables and develop loss rate estimates as of the balance sheet date, which includes adjustments for current and future expectations using probability-weighted assumptions about potential outcomes.
See Note 2, Significant Accounting Policies , in Item 8, Financial Statements and Supplementary Data for additional information on the Company’s policy for recognition of revenue. Allowance for Credit Losses We review historical credit losses and customer payment trends on receivables and develop loss rate estimates as of the balance sheet date, which includes adjustments for current and future expectations.
The slight decrease was primarily due to income resulting from volume rebates earned from total spend on purchasing cards from increased tolling activity, especially in the RAC industry, offset by a $1.3 million impairment related to an equity investment and the remaining due to other non-operating expenses incurred in 2022. 44 Income Tax Provision.
The decrease was primarily due to a $5.6 million tax settlement payment related to a prior year acquisition, partially offset by an increase in volume rebates earned from total spend on purchasing cards from increased tolling and travel activity. 44 Income Tax Provision.
Commercial Services service revenue increased by $65.1 million, or 24.9%, from $260.9 million in fiscal year 42 2021 to $326.0 million in fiscal year 2022. This increase was primarily due to the increase in travel volume in 2022 compared to 2021 which was negatively impacted by the COVID-19 pandemic, especially in the first three months of 2021.
Commercial Services service revenue increased by $46.8 million, or 14.4%, from $326.0 million in fiscal year 2022 to $372.8 million in fiscal year 2023. This increase was primarily due to increased travel volume and related tolling activity compared to the prior year which was still recovering from the COVID-19 pandemic, especially during January and February of 2022.
In addition, in March 2021, VM Consolidated issued an aggregate principal amount of $350.0 million in Senior Unsecured Notes (the “ Senior Notes ”), due on April 15, 2029.
See Note 18, Subsequent Events , in Item 8, Financial Statements and Supplementary Data , for additional information. Senior Notes In March 2021, VM Consolidated issued an aggregate principal amount of $350.0 million in Senior Notes due on April 15, 2029.
The process of evaluating goodwill requires significant judgment including the identification of reporting units and the determination of the fair value of each reporting unit. If necessary, we determine fair values of our reporting units based on an income approach or more specifically, a discounted cash flow method (“ DCF Method ”).
We estimate the fair value of our reporting units based on a combination of an income approach or more specifically, a discounted cash flow method (“ DCF Method ”) and a market approach employing the public company market multiple method.
The change in fair value is the result of re-measurement of the liability at the end of each reporting period. 47 Tax Receivable Agreement Liability Adjustment . We recorded a $1.0 million tax benefit in fiscal year 2021 and a $6.8 million tax expense in fiscal year 2020.
The change in fair value was the result of re-measurement of the liability at the end of each reporting period, and the final re-measurement upon their exercise. Tax Receivable Agreement Liability Adjustment . We recorded a gain of approximately $3.1 million in fiscal year 2023 as a result of tax settlement adjustments related to a previous acquisition.
We recorded a $3.0 million gain on extinguishment of debt during the year ended December 31, 2022 related to the forgiveness of the PPP loan, which is further discussed below.
Gain on extinguishment of debt was $3.0 million for the year ended December 31, 2022 related to the forgiveness of the PPP loan, discussed below. Other Income, Net. Other income, net was $11.1 million in fiscal year 2023 compared to $12.7 million in fiscal year 2022.