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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-Q

☒ | QUARTERLY REPORT UNDER SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934.

For the quarterly period ended June 30, 2023
OR

☐ | TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934.

Commission File Number 1-10485
TYLER TECHNOLOGIES, INC.
(Exact name of registrant as specified in its charter)

Delaware |  | 75-2303920
(State or other jurisdiction of incorporation or organization) |  | (I.R.S. employer identification no.)

5101 TENNYSON PARKWAY | PLANO | Texas | 75024
(Address of principal executive offices) | (City) | (State) | (Zip code)

(972) 713-3700
(Registrant’s telephone number, including area code)

Title of each class | Trading symbol | Name of each exchange on which registered
COMMON STOCK, $0.01 PAR VALUE | TYL | New York Stock Exchange

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yes ☒ No ☐
Indicate by check mark whether the registrant has submitted electronically every Interactive Data file required to be submitted pursuant to Rule 405 of Regulation S-T during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). Yes ☒ No ☐
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, smaller reporting company, or an emerging growth company. See definition of “large accelerated filer," "accelerated filer,” "smaller reporting company," and "emerging growth company" in Rule 12b-2 of the Exchange Act. (Check one):

Large accelerated filer |  | ☒ |  | Accelerated filer |  | ☐
Non-accelerated filer |  | ☐ |  | Smaller reporting company |  | ☐
|  |  |  | Emerging growth company |  | ☐
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. |  | ☐

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act). Yes ☐ No ☒
The number of shares of common stock of registrant outstanding on July 25, 2023 was 42,078,410.

PART I. FINANCIAL INFORMATION
ITEM 1. Financial Statements
TYLER TECHNOLOGIES, INC.
CONDENSED CONSOLIDATED STATEMENTS OF INCOME
(In thousands, except per share amounts)
(Unaudited)

|  | Three Months Ended June 30, |  | Six Months Ended June 30,
|  | 2023 |  | 2022 |  | 2023 |  | 2022
Revenues: |  |  |  |  |  |  |  |
Subscriptions |  | $ | 297,789 |  |  | $ | 255,816 |  |  | $ | 578,254 |  |  | $ | 501,259 |
Maintenance |  | 116,539 |  |  | 116,815 |  |  | 231,670 |  |  | 233,844 |
Professional services |  | 66,420 |  |  | 71,937 |  |  | 127,349 |  |  | 141,952 |
Software licenses and royalties |  | 9,779 |  |  | 15,009 |  |  | 19,909 |  |  | 31,515 |
Hardware and other |  | 13,752 |  |  | 9,108 |  |  | 18,951 |  |  | 16,222 |
Total revenues |  | 504,279 |  |  | 468,685 |  |  | 976,133 |  |  | 924,792 |
Cost of revenues: |  |  |  |  |  |  |  |
Subscriptions, maintenance, and professional services |  | 255,789 |  |  | 250,168 |  |  | 508,204 |  |  | 493,000 |
Software licenses and royalties |  | 2,432 |  |  | 1,547 |  |  | 4,745 |  |  | 2,992 |
Amortization of software development |  | 2,896 |  |  | 1,322 |  |  | 5,485 |  |  | 2,486 |
Amortization of acquired software |  | 8,924 |  |  | 14,039 |  |  | 17,844 |  |  | 27,260 |
Hardware and other |  | 11,061 |  |  | 8,161 |  |  | 16,841 |  |  | 13,188 |
Total cost of revenues |  | 281,102 |  |  | 275,237 |  |  | 553,119 |  |  | 538,926 |
Gross profit |  | 223,177 |  |  | 193,448 |  |  | 423,014 |  |  | 385,866 |
Sales and marketing expense |  | 37,103 |  |  | 31,881 |  |  | 74,206 |  |  | 67,087 |
General and administrative expense |  | 77,681 |  |  | 67,820 |  |  | 150,041 |  |  | 130,509 |
Research and development expense |  | 28,153 |  |  | 23,386 |  |  | 55,139 |  |  | 47,327 |
Amortization of other intangibles |  | 18,366 |  |  | 13,604 |  |  | 36,774 |  |  | 28,318 |
Operating income |  | 61,874 |  |  | 56,757 |  |  | 106,854 |  |  | 112,625 |
Interest expense |  | (6,387) |  |  | (6,214) |  |  | (14,071) |  |  | (11,018) |
Other income, net |  | 643 |  |  | 216 |  |  | 1,889 |  |  | 581 |
Income before income taxes |  | 56,130 |  |  | 50,759 |  |  | 94,672 |  |  | 102,188 |
Income tax provision |  | 7,000 |  |  | 10,813 |  |  | 14,667 |  |  | 22,258 |
Net income |  | $ | 49,130 |  |  | $ | 39,946 |  |  | $ | 80,005 |  |  | $ | 79,930 |
Earnings per common share: |  |  |  |  |  |  |  |
Basic |  | $ | 1.17 |  |  | $ | 0.96 |  |  | $ | 1.91 |  |  | $ | 1.93 |
Diluted |  | $ | 1.15 |  |  | $ | 0.94 |  |  | $ | 1.87 |  |  | $ | 1.88 |

See accompanying notes.
2

TYLER TECHNOLOGIES, INC.
CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
(In thousands)
(Unaudited)

|  | Three Months Ended June 30, |  | Six Months Ended June 30,
|  | 2023 |  | 2022 |  | 2023 |  | 2022
Net income |  | $ | 49,130 |  |  | $ | 39,946 |  |  | $ | 80,005 |  |  | $ | 79,930 |
Other comprehensive income (loss), net of tax: |  |  |  |  |  |  |  |
Securities available-for-sale and transferred securities: |  |  |  |  |  |  |  |
Change in net unrealized holding (loss) gain on available for sale securities during the period |  | (36) |  |  | (114) |  |  | 58 |  |  | (743) |
Reclassification adjustment of unrealized losses on securities transferred from held-to-maturity |  | — |  |  | — |  |  | — |  |  | (27) |
Reclassification adjustment for net loss on sale of available for sale securities, included in net income |  | 1 |  |  | 48 |  |  | 1 |  |  | 7 |
Other comprehensive (loss) income, net of tax |  | (35) |  |  | (66) |  |  | 59 |  |  | (763) |
Comprehensive income |  | $ | 49,095 |  |  | $ | 39,880 |  |  | $ | 80,064 |  |  | $ | 79,167 |

See accompanying notes.
3

TYLER TECHNOLOGIES, INC.
CONDENSED CONSOLIDATED BALANCE SHEETS
(In thousands, except par value and share amounts)

| June 30, 2023 (unaudited) |  | December 31, 2022
ASSETS |  |  |
Current assets: |  |  |
Cash and cash equivalents | $ | 118,764 |  |  | $ | 173,857 |
Accounts receivable (less allowance for losses and sales adjustments of $19,643 in 2023 and $14,761 in 2022) | 638,726 |  |  | 577,257 |
Short-term investments | 19,100 |  |  | 37,030 |
Prepaid expenses | 70,783 |  |  | 50,859 |
Other current assets | 9,507 |  |  | 8,239 |
Total current assets | 856,880 |  |  | 847,242 |
Accounts receivable, long-term | 8,310 |  |  | 8,271 |
Operating lease right-of-use assets | 46,824 |  |  | 50,989 |
Property and equipment, net | 165,721 |  |  | 172,786 |
Other assets: |  |  |
Software development costs, net | 61,228 |  |  | 48,189 |
Goodwill | 2,489,084 |  |  | 2,489,308 |
Other intangibles, net | 948,990 |  |  | 1,002,164 |
Non-current investments | 10,116 |  |  | 18,508 |
Other non-current assets | 48,396 |  |  | 49,960 |
| $ | 4,635,549 |  |  | $ | 4,687,417 |
LIABILITIES AND SHAREHOLDERS' EQUITY |  |  |
Current liabilities: |  |  |
Accounts payable | $ | 118,534 |  |  | $ | 104,813 |
Accrued liabilities | 126,557 |  |  | 131,941 |
Operating lease liabilities | 11,381 |  |  | 10,736 |
Current income tax payable | 1,905 |  |  | 43,667 |
Deferred revenue | 565,840 |  |  | 568,538 |
Current portion of term loans | 30,000 |  |  | 30,000 |
Total current liabilities | 854,217 |  |  | 889,695 |
Term loans, net | 243,729 |  |  | 362,905 |
Convertible senior notes due 2026, net | 595,345 |  |  | 594,484 |
Deferred revenue, long-term | 1,164 |  |  | 2,037 |
Deferred income taxes | 109,247 |  |  | 148,891 |
Operating lease liabilities, long-term | 44,483 |  |  | 48,049 |
Other long-term liabilities | 19,113 |  |  | 16,967 |
Total liabilities | 1,867,298 |  |  | 2,063,028 |
Commitments and contingencies | — |  |  | — |
Shareholders' equity: |  |  |
Preferred stock, $10.00 par value; 1,000,000 shares authorized; none issued | — |  |  | — |
Common stock, $0.01 par value; 100,000,000 shares authorized; 48,147,969 shares issued and outstanding as of June 30, 2023 and December 31, 2022 | 481 |  |  | 481 |
Additional paid-in capital | 1,272,315 |  |  | 1,209,725 |
Accumulated other comprehensive loss, net of tax | (785) |  |  | (844) |
Retained earnings | 1,517,859 |  |  | 1,437,854 |
Treasury stock, at cost; 6,081,263 and 6,364,991 shares in 2023 and 2022, respectively | (21,619) |  |  | (22,827) |
Total shareholders' equity | 2,768,251 |  |  | 2,624,389 |
| $ | 4,635,549 |  |  | $ | 4,687,417 |

See accompanying notes.
4

TYLER TECHNOLOGIES, INC.
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(In thousands)
(Unaudited)

|  | Six Months Ended June 30,
|  | 2023 |  | 2022
Cash flows from operating activities: |  |  |  |
Net income |  | $ | 80,005 |  |  | $ | 79,930 |
Adjustments to reconcile net income to cash provided by operating activities: |  |  |  |
Depreciation and amortization |  | 75,748 |  |  | 75,866 |
Losses (gains) from sale of investments |  | 2 |  |  | (53) |
Share-based compensation expense |  | 53,924 |  |  | 51,079 |
Amortization of operating lease right-of-use assets |  | 6,569 |  |  | 5,104 |
Deferred income tax benefit |  | (39,665) |  |  | (19,136) |
Other |  | 445 |  |  | — |
Changes in operating assets and liabilities, exclusive of effects of acquired companies: |  |  |  |
Accounts receivable |  | (51,508) |  |  | (73,396) |
Income tax payable |  | (41,762) |  |  | 15,586 |
Prepaid expenses and other current assets |  | (20,122) |  |  | (6,033) |
Accounts payable |  | 13,721 |  |  | 9,130 |
Operating lease liabilities |  | (5,324) |  |  | (6,522) |
Accrued liabilities |  | (15,083) |  |  | (24,723) |
Deferred revenue |  | (3,571) |  |  | 17,474 |
Other long-term liabilities |  | 2,146 |  |  | 5,914 |
Net cash provided by operating activities |  | 55,525 |  |  | 130,220 |
Cash flows from investing activities: |  |  |  |
Additions to property and equipment |  | (6,370) |  |  | (12,757) |
Purchase of marketable security investments |  | (10,617) |  |  | (4,592) |
Proceeds and maturities from marketable security investments |  | 37,107 |  |  | 40,595 |
Investment in software development |  | (18,753) |  |  | (16,463) |
Cost of acquisitions, net of cash acquired |  | (1,875) |  |  | (117,313) |
Other |  | 16 |  |  | 152 |
Net cash used by investing activities |  | (492) |  |  | (110,378) |
Cash flows from financing activities: |  |  |  |
Payment on term loans |  | (120,000) |  |  | (80,000) |
Proceeds from exercise of stock options, net of withheld shares for taxes upon equity award settlement |  | 2,123 |  |  | (4,107) |
Contributions from employee stock purchase plan |  | 7,751 |  |  | 8,156 |
Net cash used by financing activities |  | (110,126) |  |  | (75,951) |
Net decrease in cash and cash equivalents |  | (55,093) |  |  | (56,109) |
Cash and cash equivalents at beginning of period |  | 173,857 |  |  | 309,171 |
Cash and cash equivalents at end of period |  | $ | 118,764 |  |  | $ | 253,062 |

See accompanying notes.
5

| Six Months Ended June 30,
| 2023 |  | 2022
Supplemental cash flow information: |  |  |
Cash paid for interest | $ | 12,286 |  |  | $ | 5,716 |
Cash paid for income taxes, net | 92,933 |  |  | 24,286 |
Non-cash investing and financing activities: |  |  |
Non-cash additions to property and equipment | $ | 368 |  |  | $ | 84 |

6

TYLER TECHNOLOGIES, INC.
CONSOLIDATED STATEMENTS OF SHAREHOLDERS' EQUITY
(In thousands)
(Unaudited)

| Common Stock |  | Additional Paid-in Capital |  | Accumulated Other Comprehensive Income (Loss) |  | Retained Earnings |  | Treasury Stock |  | Total Shareholders' Equity
| Shares |  | Amount |  |  |  |  | Shares |  | Amount |
Balance at March 31, 2023 | 48,148 |  |  | $ | 481 |  |  | $ | 1,239,945 |  |  | $ | (750) |  |  | $ | 1,468,729 |  |  | (6,244) |  |  | $ | (22,272) |  |  | $ | 2,686,133 |
Net income | — |  |  | — |  |  | — |  |  | — |  |  | 49,130 |  |  | — |  |  | — |  |  | 49,130 |
Other comprehensive loss, net of tax | — |  |  | — |  |  | — |  |  | (35) |  |  | — |  |  | — |  |  | — |  |  | (35) |
Exercise of stock options and vesting of restricted stock units | — |  |  | — |  |  | 1,692 |  |  | — |  |  | — |  |  | 173 |  |  | 11,042 |  |  | 12,734 |
Employee taxes paid for withheld shares upon equity award settlement | — |  |  | — |  |  | — |  |  | — |  |  | — |  |  | (26) |  |  | (10,452) |  |  | (10,452) |
Stock compensation | — |  |  | — |  |  | 26,028 |  |  | — |  |  | — |  |  | — |  |  | — |  |  | 26,028 |
Issuance of shares pursuant to employee stock purchase plan | — |  |  | — |  |  | 4,650 |  |  | — |  |  | — |  |  | 16 |  |  | 63 |  |  | 4,713 |
Balance at June 30, 2023 | 48,148 |  |  | $ | 481 |  |  | $ | 1,272,315 |  |  | $ | (785) |  |  | $ | 1,517,859 |  |  | (6,081) |  |  | $ | (21,619) |  |  | $ | 2,768,251 |

| Common Stock |  | Additional Paid-in Capital |  | Accumulated Other Comprehensive Income (Loss) |  | Retained Earnings |  | Treasury Stock |  | Total Shareholders' Equity
| Shares |  | Amount |  |  |  |  | Shares |  | Amount |
Balance at March 31, 2022 | 48,148 |  |  | $ | 481 |  |  | $ | 1,098,933 |  |  | $ | (743) |  |  | $ | 1,313,598 |  |  | (6,697) |  |  | $ | (24,535) |  |  | $ | 2,387,734 |
Net income | — |  |  | — |  |  | — |  |  | — |  |  | 39,946 |  |  | — |  |  | — |  |  | 39,946 |
Other comprehensive loss, net of tax | — |  |  | — |  |  | — |  |  | (66) |  |  | — |  |  | — |  |  | — |  |  | (66) |
Exercise of stock options and vesting of restricted stock units | — |  |  | — |  |  | (288) |  |  | — |  |  | — |  |  | 122 |  |  | 8,466 |  |  | 8,178 |
Employee taxes paid for withheld shares upon equity award settlement | — |  |  | — |  |  | — |  |  | — |  |  | — |  |  | (21) |  |  | (7,743) |  |  | (7,743) |
Stock compensation | — |  |  | — |  |  | 25,800 |  |  | — |  |  | — |  |  | — |  |  | — |  |  | 25,800 |
Issuance of shares pursuant to employee stock purchase plan | — |  |  | — |  |  | 4,376 |  |  | — |  |  | — |  |  | 12 |  |  | 102 |  |  | 4,478 |
Balance at June 30, 2022 | 48,148 |  |  | $ | 481 |  |  | $ | 1,128,821 |  |  | $ | (809) |  |  | $ | 1,353,544 |  |  | (6,584) |  |  | $ | (23,710) |  |  | $ | 2,458,327 |

7

TYLER TECHNOLOGIES, INC.
CONSOLIDATED STATEMENTS OF SHAREHOLDERS' EQUITY
(In thousands)
(Unaudited)

| Common Stock |  | Additional Paid-in Capital |  | Accumulated Other Comprehensive Income (Loss) |  | Retained Earnings |  | Treasury Stock |  | Total Shareholders' Equity
| Shares |  | Amount |  |  |  |  | Shares |  | Amount |
Balance at December 31, 2022 | 48,148 |  |  | $ | 481 |  |  | $ | 1,209,725 |  |  | $ | (844) |  |  | $ | 1,437,854 |  |  | (6,365) |  |  | $ | (22,827) |  |  | $ | 2,624,389 |
Net income | — |  |  | — |  |  | — |  |  | — |  |  | 80,005 |  |  | — |  |  | — |  |  | 80,005 |
Other comprehensive gain, net of tax | — |  |  | — |  |  | — |  |  | 59 |  |  | — |  |  | — |  |  | — |  |  | 59 |
Exercise of stock options and vesting of restricted stock units | — |  |  | — |  |  | 1,023 |  |  | — |  |  | — |  |  | 309 |  |  | 19,844 |  |  | 20,867 |
Employee taxes paid for withheld shares for taxes upon equity award settlement | — |  |  | — |  |  | — |  |  | — |  |  | — |  |  | (52) |  |  | (18,744) |  |  | (18,744) |
Stock compensation | — |  |  | — |  |  | 53,924 |  |  | — |  |  | — |  |  | — |  |  | — |  |  | 53,924 |
Issuance of shares pursuant to employee stock purchase plan | — |  |  | — |  |  | 7,643 |  |  | — |  |  | — |  |  | 27 |  |  | 108 |  |  | 7,751 |
Balance at June 30, 2023 | 48,148 |  |  | $ | 481 |  |  | $ | 1,272,315 |  |  | $ | (785) |  |  | $ | 1,517,859 |  |  | (6,081) |  |  | $ | (21,619) |  |  | $ | 2,768,251 |

| Common Stock |  | Additional Paid-in Capital |  | Accumulated Other Comprehensive Income (Loss) |  | Retained Earnings |  | Treasury Stock |  | Total Shareholders' Equity
| Shares |  | Amount |  |  |  |  | Shares |  | Amount |
Balance at December 31, 2021 | 48,148 |  |  | $ | 481 |  |  | $ | 1,075,650 |  |  | $ | (46) |  |  | $ | 1,273,614 |  |  | (6,833) |  |  | $ | (25,667) |  |  | $ | 2,324,032 |
Net income | — |  |  | — |  |  | — |  |  | — |  |  | 79,930 |  |  | — |  |  | — |  |  | 79,930 |
Other comprehensive loss, net of tax | — |  |  | — |  |  | — |  |  | (763) |  |  | — |  |  | — |  |  | — |  |  | (763) |
Exercise of stock options and vesting of restricted stock units | — |  |  | — |  |  | (5,897) |  |  | — |  |  | — |  |  | 279 |  |  | 22,120 |  |  | 16,223 |
Employee taxes paid for withheld shares for taxes upon equity award settlement | — |  |  | — |  |  | — |  |  | — |  |  | — |  |  | (50) |  |  | (20,330) |  |  | (20,330) |
Stock compensation | — |  |  | — |  |  | 51,079 |  |  | — |  |  | — |  |  | — |  |  | — |  |  | 51,079 |
Issuance of shares pursuant to employee stock purchase plan | — |  |  | — |  |  | 7,989 |  |  | — |  |  | — |  |  | 20 |  |  | 167 |  |  | 8,156 |
Balance at June 30, 2022 | 48,148 |  |  | $ | 481 |  |  | $ | 1,128,821 |  |  | $ | (809) |  |  | $ | 1,353,544 |  |  | (6,584) |  |  | $ | (23,710) |  |  | $ | 2,458,327 |

8

Tyler Technologies, Inc.
Notes to Condensed Consolidated Financial Statements
(Unaudited)
(Tables in thousands, except per share data)
(1) Basis of Presentation
We prepared the accompanying condensed consolidated financial statements following the requirements of the Securities and Exchange Commission (“SEC”) and accounting principles generally accepted in the United States, or GAAP, for interim reporting. As permitted under those rules, certain footnotes or other financial information that are normally required by GAAP can be condensed or omitted for interim periods. Balance sheet amounts are as of June 30, 2023, and December 31, 2022, and operating result amounts are for the three and six months ended June 30, 2023, and 2022, respectively, and include all normal and recurring adjustments that we considered necessary for the fair summarized presentation of our financial position and operating results. As these are condensed financial statements, one should also read the financial statements and notes included in our latest Form 10-K for the year ended December 31, 2022. Revenues, expenses, assets, and liabilities can vary during each quarter of the year. Therefore, the results and trends in these interim financial statements may not be the same as those for the full year. Certain amounts for the previous year have been reclassified to conform to the current year presentation. As of January 1, 2023, we have elected to no longer report the appraisal services revenue and related costs as separate categories in the statement of income due to less significance on our overall operating results. Therefore, we have combined the appraisal services revenue category with the professional services revenue category; and the related cost of revenue category for appraisal services is now combined with the cost of revenue category related to subscriptions, maintenance and professional services on the condensed consolidated statements of income for all reporting periods presented.
Comprehensive income (loss) is defined as the change in equity of a business enterprise during a period from transactions and other events and circumstances from non-owner sources and includes all components of net income (loss) and other comprehensive income (loss). During the three and six months ended June 30, 2023, we had approximately $35,000 of other comprehensive loss and $59,000 of other comprehensive income, net of taxes, from our available-for-sale investment holdings and $66,000 and $763,000 of other comprehensive loss during the three and six months ended June 30, 2022.
(2) Accounting Standards and Significant Accounting Policies
SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES
There have been no changes to our significant accounting policies described in the Annual Report on Form 10-K for the year ended December 31, 2022, filed with the SEC on February 22, 2023, that have had a material impact on our condensed consolidated financial statements and related notes. See Recently Adopted Accounting Pronouncements below.
REVENUE RECOGNITION
Nature of Products and Services
The Company accounts for revenue in accordance with Accounting Standards Codification (“ASC”) 606, Revenue from Contracts with Customers. We earn the majority of our revenues from subscription-based services and post-contract customer support (“PCS” or “maintenance”). Other sources of revenue are professional services, software licenses and royalties, and hardware and other. Revenue is recognized upon transfer of control of promised products or services to customers in an amount that reflects the consideration we expect to receive in exchange for those products or services. We determine revenue recognition through the following steps:
•Identification of the contract, or contracts, with a customer
•Identification of the performance obligations in the contract
•Determination of the transaction price
•Allocation of the transaction price to the performance obligations in the contract
•Recognition of revenue when, or as, we satisfy a performance obligation
9

Subscriptions revenue consists of revenue derived from our software as a service ("SaaS") arrangements and transaction-based fees primarily related to digital government services and payment processing. We also provide electronic document filing solutions (“e-filing”) that simplify the filing and management of court related documents for courts and law offices. E-filing revenue is derived from transaction fees and fixed fee arrangements. For transaction-based fees, we have the right to charge the customer an amount that directly corresponds with the value to the customer of our performance to date. Therefore, we recognize revenue for these services over time based on the amount billable to the customer in accordance with the 'as invoiced' practical expedient in ASC 606-10-55-18. In some cases, we are paid on a fixed fee basis and recognize the revenue ratably over the contractual period. Typically, the structure of our arrangements does not give rise to variable consideration. However, in those instances whereby variable consideration exists, we include in our estimates, additional revenue for variable consideration when we believe we have an enforceable right, the amount can be estimated reliably and its realization is probable.
Other software arrangements with customers contain multiple performance obligations that range from software licenses, installation, training, and consulting to software modification and customization to meet specific customer needs (services), hosting, and PCS. For these contracts, we account for individual performance obligations separately when they are distinct. We evaluate whether separate performance obligations can be distinct or should be accounted for as one performance obligation. Arrangements that include professional services, such as training or installation, are evaluated to determine whether those services are highly interdependent or interrelated to the product’s functionality. The transaction price is allocated to the distinct performance obligations on a relative standalone selling price (“SSP”) basis. We determine the SSP based on our overall pricing objectives, taking into consideration market conditions and other factors, including the value of our contracts, the applications sold, customer demographics, and the number and types of users within our contracts. For arrangements that involve significant production, modification, or customization of the software, or where professional services otherwise cannot be considered distinct, we recognize revenue as control is transferred to the customer over time using progress-to-completion methods. Depending on the contract, we measure progress-to-completion primarily using labor hours incurred, or value added. Amounts recognized in revenue are calculated using the progress-to-completion measurement after giving effect to any changes in our cost estimates. Changes to total estimated contract costs, if any, are recorded in the period they are determined. Estimated losses on uncompleted contracts are recorded in the period in which we first determine that a loss is apparent.
Revenue is recognized net of allowances for sales adjustments and any taxes collected from customers, which are subsequently remitted to governmental authorities.
Refer to Note 4, “Disaggregation of Revenue,” for further information, including the economic factors that affect the nature, amount, timing, and uncertainty of revenue and cash flows of our various revenue categories.
Contract Balances:
Accounts receivable and allowance for losses and sales adjustments
Timing of revenue recognition may differ from the timing of invoicing to customers. We record an unbilled receivable when revenue is recognized prior to invoicing, or deferred revenue when invoicing occurs prior to revenue recognition. For multi-year agreements, we generally invoice customers annually at the beginning of each annual coverage period. We record an unbilled receivable related to revenue recognized for on-premises licenses as we have an unconditional right to invoice and receive payment in the future related to those licenses.
At June 30, 2023, and December 31, 2022, total current and long-term accounts receivable, net of allowance for losses and sales adjustments, was $647.0 million and $585.5 million, respectively. We have recorded unbilled receivables of $127.1 million and $135.4 million at June 30, 2023 and December 31, 2022, respectively. Included in unbilled receivables are retention receivables of $9.2 million and $8.6 million at June 30, 2023 and December 31, 2022, respectively, which become payable upon the completion of the contract or completion of our fieldwork and formal hearings. Unbilled receivables expected to be collected within one year have been included with accounts receivable, current portion in the accompanying condensed consolidated balance sheets. Unbilled receivables and retention receivables expected to be collected past one year have been included with accounts receivable, long-term portion in the accompanying condensed consolidated balance sheets.
We maintain allowances for losses and sales adjustments, which are recorded against revenue at the time the loss is incurred. Since most of our clients are domestic governmental entities, we rarely incur a credit loss resulting from the inability of a client to make required payments. Events or changes in circumstances that indicate the carrying amount for the allowances for losses and sales adjustments may require revision, include, but are not limited to, managing our client’s expectations regarding the scope of the services to be delivered and defects or errors in new versions or enhancements of our software products. Our allowance for losses and sales adjustments of $19.6 million and $14.8 million at June 30, 2023 and December 31, 2022, respectively, does not include provisions for credit losses. Because we rarely experience credit losses with our clients, we have not recorded a material reserve for credit losses.
10

RECENTLY ADOPTED ACCOUNTING PRONOUNCEMENTS
There were no new not yet adopted accounting pronouncements currently issued that would affect the Company or have a material impact on its consolidated financial position or results of operations in future periods.
(3) Segment and Related Information
We provide integrated information management solutions and services for the public sector.
We provide our software systems and related professional services through six business units, which focus on the following products:
•financial management, education and planning, regulatory, and maintenance software solutions;
•financial management, municipal courts, planning, regulatory, and maintenance software solutions;
•courts and justice and public safety software solutions;
•property and recording solutions;
•platform solutions including case management and business process management; and
•digital solutions including payments and government services.
In accordance with ASC 280-10, Segment Reporting, we report our results in two reportable segments. The Enterprise Software ("ES") reportable segment provides public sector entities with software systems and services to meet their information technology and automation needs for mission-critical “back-office” functions such as: financial management and education; planning, regulatory and maintenance; courts and justice; public safety; an d property and recording solutions. The Platform Technologies ("PT") reportable segment provides public sector entities with software solutions to perform transaction processing, streamline data processing, and improve operations and workflows such as platform solutions and digital solutions.
We evaluate performance based on several factors, of which the primary financial measure is business segment operating income. We define segment operating income for our business units as income before non-cash amortization of intangible assets associated with their acquisitions, interest expense, and income taxes. Segment operating income includes intercompany transactions. The majority of intercompany transactions relate to contracts involving more than one unit and are valued based on the contractual arrangement. Corporate segment operating loss primarily consists of compensation costs for the executive management team, certain shared services staff, and share-based compensation expense for the entire company. Corporate segment operating loss also includes revenues and expenses related to a company-wide user conference.

For the three months ended June 30, 2023 |  | Enterprise Software |  | Platform Technologies |  | Corporate |  | Totals
Revenues |  |  |  |  |  |  |  |
Subscriptions: |  |  |  |  |  |  |  |
SaaS |  | $ | 115,877 |  |  | $ | 15,579 |  |  | $ | — |  |  | $ | 131,456 |
Transaction-based fees |  | 38,677 |  |  | 127,656 |  |  | — |  |  | 166,333 |
Maintenance |  | 109,953 |  |  | 6,586 |  |  | — |  |  | 116,539 |
Professional services |  | 55,256 |  |  | 11,164 |  |  | — |  |  | 66,420 |
Software licenses and royalties |  | 9,479 |  |  | 300 |  |  | — |  |  | 9,779 |
Hardware and other |  | 6,381 |  |  | — |  |  | 7,371 |  |  | 13,752 |
Intercompany |  | 6,852 |  |  | — |  |  | (6,852) |  |  | — |
Total revenues |  | $ | 342,475 |  |  | $ | 161,285 |  |  | $ | 519 |  |  | $ | 504,279 |
Segment operating income (loss) |  | $ | 111,185 |  |  | $ | 38,797 |  |  | $ | (60,818) |  |  | $ | 89,164 |

11

For the three months ended June 30, 2022 |  | Enterprise Software |  | Platform Technologies |  | Corporate |  | Totals
Revenues |  |  |  |  |  |  |  |
Subscriptions: |  |  |  |  |  |  |  |
SaaS |  | $ | 97,703 |  |  | $ | 11,802 |  |  | $ | — |  |  | $ | 109,505 |
Transaction-based fees |  | 30,991 |  |  | 115,320 |  |  | — |  |  | 146,311 |
Maintenance |  | 110,760 |  |  | 6,055 |  |  | — |  |  | 116,815 |
Professional services |  | 50,653 |  |  | 21,284 |  |  | — |  |  | 71,937 |
Software licenses and royalties |  | 14,623 |  |  | 386 |  |  | — |  |  | 15,009 |
Hardware and other |  | 5,498 |  |  | — |  |  | 3,610 |  |  | 9,108 |
Intercompany |  | 5,342 |  |  | — |  |  | (5,342) |  |  | — |
Total revenues |  | $ | 315,570 |  |  | $ | 154,847 |  |  | $ | (1,732) |  |  | $ | 468,685 |
Segment operating income (loss) |  | $ | 102,090 |  |  | $ | 36,301 |  |  | $ | (53,991) |  |  | $ | 84,400 |

For the six months ended June 30, 2023 |  | Enterprise Software |  | Platform Technologies |  | Corporate |  | Totals
Revenues |  |  |  |  |  |  |  |
Subscriptions: |  |  |  |  |  |  |  |
SaaS |  | $ | 226,919 |  |  | $ | 31,132 |  |  | $ | — |  |  | $ | 258,051 |
Transaction-based fees |  | 76,049 |  |  | 244,154 |  |  | — |  |  | 320,203 |
Maintenance |  | 220,035 |  |  | 11,635 |  |  | — |  |  | 231,670 |
Professional services |  | 106,755 |  |  | 20,594 |  |  | — |  |  | 127,349 |
Software licenses and royalties |  | 17,547 |  |  | 2,362 |  |  | — |  |  | 19,909 |
Hardware and other |  | 11,580 |  |  | — |  |  | 7,371 |  |  | 18,951 |
Intercompany |  | 11,935 |  |  | — |  |  | (11,935) |  |  | — |
Total revenues |  | $ | 670,820 |  |  | $ | 309,877 |  |  | $ | (4,564) |  |  | $ | 976,133 |
Segment operating income (loss) |  | $ | 211,165 |  |  | $ | 68,335 |  |  | $ | (118,028) |  |  | $ | 161,472 |

For the six months ended June 30, 2022 |  | Enterprise Software |  | Platform Technologies |  | Corporate |  | Totals
Revenues |  |  |  |  |  |  |  |
Subscriptions: |  |  |  |  |  |  |  |
SaaS |  | $ | 188,474 |  |  | $ | 22,813 |  |  | $ | — |  |  | $ | 211,287 |
Transaction-based fees |  | 60,536 |  |  | 229,436 |  |  | — |  |  | 289,972 |
Maintenance |  | 221,455 |  |  | 12,389 |  |  | — |  |  | 233,844 |
Professional services |  | 101,820 |  |  | 40,132 |  |  | — |  |  | 141,952 |
Software licenses and royalties |  | 30,728 |  |  | 787 |  |  | — |  |  | 31,515 |
Hardware and other |  | 12,612 |  |  | — |  |  | 3,610 |  |  | 16,222 |
Intercompany |  | 10,931 |  |  | — |  |  | (10,931) |  |  | — |
Total revenues |  | $ | 626,556 |  |  | $ | 305,557 |  |  | $ | (7,321) |  |  | $ | 924,792 |
Segment operating income (loss) |  | $ | 208,619 |  |  | $ | 67,034 |  |  | $ | (107,450) |  |  | $ | 168,203 |

|  | Three Months Ended June 30, |  | Six Months Ended June 30,
Reconciliation of reportable segment operating income to the Company's consolidated totals: |  | 2023 |  | 2022 |  | 2023 |  | 2022
Total segment operating income |  | $ | 89,164 |  |  | $ | 84,400 |  |  | $ | 161,472 |  |  | $ | 168,203 |
Amortization of acquired software |  | (8,924) |  |  | (14,039) |  |  | (17,844) |  |  | (27,260) |
Amortization of other intangibles |  | (18,366) |  |  | (13,604) |  |  | (36,774) |  |  | (28,318) |
Interest expense |  | (6,387) |  |  | (6,214) |  |  | (14,071) |  |  | (11,018) |
Other income, net |  | 643 |  |  | 216 |  |  | 1,889 |  |  | 581 |
Income before income taxes |  | $ | 56,130 |  |  | $ | 50,759 |  |  | $ | 94,672 |  |  | $ | 102,188 |

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(4) Disaggregation of Revenue
The tables below show disaggregation of revenue into categories that reflect how economic factors affect the nature, amount, timing, and uncertainty of revenues and cash flows.
Timing of Revenue Recognition
Timing of revenue recognition by revenue category during the period is as follows:

For the three months ended June 30, 2023 |  | Products and services transferred at a point in time |  | Products and services transferred over time |  | Total
Revenues |  |  |  |  |  |
Subscriptions: |  |  |  |  |  |
SaaS |  | $ | — |  |  | $ | 131,456 |  |  | $ | 131,456 |
Transaction-based fees |  | — |  |  | 166,333 |  |  | 166,333 |
Maintenance |  | — |  |  | 116,539 |  |  | 116,539 |
Professional services |  | — |  |  | 66,420 |  |  | 66,420 |
Software licenses and royalties |  | 8,793 |  |  | 986 |  |  | 9,779 |
Hardware and other |  | 13,752 |  |  | — |  |  | 13,752 |
Total |  | $ | 22,545 |  |  | $ | 481,734 |  |  | $ | 504,279 |

For the three months ended June 30, 2022 |  | Products and services transferred at a point in time |  | Products and services transferred over time |  | Total
Revenues |  |  |  |  |  |
Subscriptions: |  |  |  |  |  |
SaaS |  | $ | — |  |  | $ | 109,505 |  |  | $ | 109,505 |
Transaction-based fees |  | — |  |  | 146,311 |  |  | 146,311 |
Maintenance |  | — |  |  | 116,815 |  |  | 116,815 |
Professional services |  | — |  |  | 71,937 |  |  | 71,937 |
Software licenses and royalties |  | 12,683 |  |  | 2,326 |  |  | 15,009 |
Hardware and other |  | 9,108 |  |  | — |  |  | 9,108 |
Total |  | $ | 21,791 |  |  | $ | 446,894 |  |  | $ | 468,685 |

For the six months ended June 30, 2023 |  | Products and services transferred at a point in time |  | Products and services transferred over time |  | Total
Revenues |  |  |  |  |  |
Subscriptions: |  |  |  |  |  |
SaaS |  | $ | — |  |  | $ | 258,051 |  |  | $ | 258,051 |
Transaction-based fees |  | — |  |  | 320,203 |  |  | 320,203 |
Maintenance |  | — |  |  | 231,670 |  |  | 231,670 |
Professional services |  | — |  |  | 127,349 |  |  | 127,349 |
Software licenses and royalties |  | 18,074 |  |  | 1,835 |  |  | 19,909 |
Hardware and other |  | 18,951 |  |  | — |  |  | 18,951 |
Total |  | $ | 37,025 |  |  | $ | 939,108 |  |  | $ | 976,133 |

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For the six months ended June 30, 2022 |  | Products and services transferred at a point in time |  | Products and services transferred over time |  | Total
Revenues |  |  |  |  |  |
Subscriptions: |  |  |  |  |  |
SaaS |  | $ | — |  |  | $ | 211,287 |  |  | $ | 211,287 |
Transaction-based fees |  | — |  |  | 289,972 |  |  | 289,972 |
Maintenance |  | — |  |  | 233,844 |  |  | 233,844 |
Professional services |  | — |  |  | 141,952 |  |  | 141,952 |
Software licenses and royalties |  | 26,752 |  |  | 4,763 |  |  | 31,515 |
Hardware and other |  | 16,222 |  |  | — |  |  | 16,222 |
Total |  | $ | 42,974 |  |  | $ | 881,818 |  |  | $ | 924,792 |

Recurring Revenues
The majority of our revenue is comprised of revenues from subscriptions and maintenance, which we consider to be recurring revenues. Subscriptions revenue primarily consists of revenues derived from our SaaS arrangements and transaction-based fees, which relate to digital government services, e-filing transactions, and payment processing. The contract terms for subscription arrangements range from one to 10 years but are typically contracted for initial periods of three to five years. Virtually all of our on-premises software clients contract with us for maintenance and support, which provides us with a significant source of recurring revenues. That maintenance and support is generally provided under annual, or in some cases, multi-year contracts. We consider all other revenue categories to be non-recurring revenues.
Recurring revenues and non-recurring revenues recognized during the period are as follows:

For the three months ended June 30, 2023 |  | Enterprise Software |  | Platform Technologies |  | Corporate |  | Totals
Recurring revenues |  | $ | 264,507 |  |  | $ | 149,821 |  |  | $ | — |  |  | $ | 414,328 |
Non-recurring revenues |  | 71,116 |  |  | 11,464 |  |  | 7,371 |  |  | 89,951 |
Intercompany |  | 6,852 |  |  | — |  |  | (6,852) |  |  | — |
Total revenues |  | $ | 342,475 |  |  | $ | 161,285 |  |  | $ | 519 |  |  | $ | 504,279 |

For the three months ended June 30, 2022 |  | Enterprise Software |  | Platform Technologies |  | Corporate |  | Totals
Recurring revenues |  | $ | 239,454 |  |  | $ | 133,177 |  |  | $ | — |  |  | $ | 372,631 |
Non-recurring revenues |  | 70,774 |  |  | 21,670 |  |  | 3,610 |  |  | 96,054 |
Intercompany |  | 5,342 |  |  | — |  |  | (5,342) |  |  | — |
Total revenues |  | $ | 315,570 |  |  | $ | 154,847 |  |  | $ | (1,732) |  |  | $ | 468,685 |

For the six months ended June 30, 2023 |  | Enterprise Software |  | Platform Technologies |  | Corporate |  | Totals
Recurring revenues |  | $ | 523,003 |  |  | $ | 286,921 |  |  | $ | — |  |  | $ | 809,924 |
Non-recurring revenues |  | 135,882 |  |  | 22,956 |  |  | 7,371 |  |  | 166,209 |
Intercompany |  | 11,935 |  |  | — |  |  | (11,935) |  |  | — |
Total revenues |  | $ | 670,820 |  |  | $ | 309,877 |  |  | $ | (4,564) |  |  | $ | 976,133 |

For the six months ended June 30, 2022 |  | Enterprise Software |  | Platform Technologies |  | Corporate |  | Totals
Recurring revenues |  | $ | 470,465 |  |  | $ | 264,638 |  |  | $ | — |  |  | $ | 735,103 |
Non-recurring revenues |  | 145,160 |  |  | 40,919 |  |  | 3,610 |  |  | 189,689 |
Intercompany |  | 10,931 |  |  | — |  |  | (10,931) |  |  | — |
Total revenues |  | $ | 626,556 |  |  | $ | 305,557 |  |  | $ | (7,321) |  |  | $ | 924,792 |

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(5) Deferred Revenue and Performance Obligations
Total deferred revenue, including long-term, by segment is as follows:

|  | June 30, 2023 |  | December 31, 2022
Enterprise Software |  | $ | 536,663 |  |  | $ | 533,902 |
Platform Technologies |  | 28,591 |  |  | 33,691 |
Corporate |  | 1,750 |  |  | 2,982 |
Totals |  | $ | 567,004 |  |  | $ | 570,575 |

Changes in total deferred revenue, including long-term, were as follows:

|  | Six months ended June 30, 2023
Balance as of December 31, 2022 |  | $ | 570,575 |
Deferral of revenue |  | 662,311 |
Recognition of deferred revenue |  | (665,882) |
Balance as of June 30, 2023 |  | $ | 567,004 |

Transaction Price Allocated to the Remaining Performance Obligations
The aggregate amount of transaction price allocated to the remaining performance obligations represents contracted revenue that has not yet been recognized (“backlog”), which includes deferred revenue and amounts that will be invoiced and recognized as revenue in future periods. Backlog as of June 30, 2023, was $1.90 billion, of which we expect to recognize approximately 46% as revenue over the next 12 months and the remainder thereafter.
(6) Deferred Commissions
Sales commissions earned by our salesforce are considered incremental and recoverable costs of obtaining a contract with a customer. Sales commissions for initial contracts are deferred and then amortized commensurate with the recognition of associated revenue over a period of benefit that we have determined to be generally three to seven years. Deferred commissions were $44.9 million and $43.8 million as of June 30, 2023, and December 31, 2022, respectively. Amortization expense was $4.3 million and $8.6 million for the three and six months ended June 30, 2023, respectively, and $3.7 million and $7.2 million for the three and six months ended 2022, respectively. There were no indicators of impairment in relation to the costs capitalized for the periods presented. Deferred commissions have been included with prepaid expenses for the current portion and non-current other assets for the long-term portion in the accompanying condensed consolidated balance sheets. Amortization expense related to deferred commissions is included in sales and marketing expense in the accompanying condensed consolidated statements of income.
(7) Acquisitions
On October 31, 2022, we acquired Rapid Financial Solutions, LLC (Rapid), a provider of reliable, scalable, and secure payments with best-in-class card issuance and digital disbursement capabilities. The total purchase price, net of cash acquired of $2.2 million, was approximately $67.4 million, consisting of $51.5 million paid in cash and $18.2 million of common stock.
We have performed a preliminary valuation analysis of the fair market value of Rapid’s assets and liabilities. In connection with this transaction, we acquired total tangible assets of $12.9 million and assumed liabilities of approximately $10.6 million. In the first quarter of 2023, we recorded $10.0 million for assumed liabilities related to litigation outstanding at the time of acquisition as the amount became probable and estimable and a related $10.0 million indemnification receivable from escrowed amounts established at acquisition. We recorded goodwill of approximately $40.0 million, all of which is expected to be deductible for tax purposes, and other identifiable intangible assets of approximately $27.6 million. The goodwill arising from this acquisition is primarily attributed to our ability to generate increased revenues, earnings and cash flow by expanding our addressable market and client base. The $27.6 million of intangible assets are attributable to customer relationships, acquired software, and trade name and will be amortized over a weighted average period of approximately 10 years.
The operating results of Rapid are included with the operating results of the Platform Technologies segment since its date of acquisition and the impact of this acquisition on our operating results, assets, and liabilities is not material.
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As of June 30, 2023, the purchase price allocation for Rapid is not final; therefore, certain preliminary valuation estimates of fair value assumed at the acquisition date for intangible assets, receivables, and related deferred taxes are subject to change as valuations are finalized. Our balance sheet as of June 30, 2023, reflects the allocation of the purchase price to the net assets acquired based on their estimated fair value at the date of the acquisition. The fair value of the assets and liabilities acquired are based on valuations using Level 3 unobservable inputs that are supported by little or no market activity and that are significant to the fair value of the assets or liabilities. For the six months ended June 30, 2023, we incurred fees of approximately $72,000 for financial advisory, legal, accounting, due diligence, valuation, and other various services necessary to complete acquisitions.
(8) Debt
The following table summarizes our total outstanding borrowings related to the 2021 Credit Agreement and Convertible Senior Notes:

| Rate |  | Maturity Date |  | June 30, 2023 |  | December 31, 2022
2021 Credit Agreement |  |  |  |  |  |  |
Revolving credit facility | S + 1.50% |  | April 2026 |  | $ | — |  |  | $ | — |
Term Loan A-1 | S + 1.50% |  | April 2026 |  | 250,000 |  |  | 290,000 |
Term Loan A-2 | S + 1.25% |  | April 2024 |  | 25,000 |  |  | 105,000 |
Convertible Senior Notes due 2026 | 0.25% |  | March 2026 |  | 600,000 |  |  | 600,000 |
Total borrowings |  |  |  |  | 875,000 |  |  | 995,000 |
Less: unamortized debt discount and debt issuance costs |  |  |  |  | (5,926) |  |  | (7,611) |
Total borrowings, net |  |  |  |  | 869,074 |  |  | 987,389 |
Less: current portion of debt |  |  |  |  | (30,000) |  |  | (30,000) |
Carrying value |  |  |  |  | $ | 839,074 |  |  | $ | 957,389 |

2021 Credit Agreement
In connection with the completion of the acquisition of NIC, Inc. on April 21, 2021, we, as borrower, entered into a new $1.4 billion Credit Agreement (the “2021 Credit Agreement”) with the various lenders party thereto and Wells Fargo Bank, National Association, as Administrative Agent, Swingline Lender, and Issuing Lender. The 2021 Credit Agreement provides for (1) a senior unsecured revolving credit facility in an aggregate principal amount of up to $500 million, including sub-facilities for standby letters of credit and swingline loans (the “Revolving Credit Facility”), (2) an amortizing five-year term loan in the aggregate amount of $600 million (the “Term Loan A-1”), and (3) a non-amortizing three-year term loan in the aggregate amount of $300 million (the “Term Loan A-2”) and, together (the “Term Loans”). The 2021 Credit Agreement matures on April 20, 2026, and the loans may be prepaid at any time, without premium or penalty, subject to certain minimum amounts and payment of any breakage costs. In addition to the required amortization payments on the Term Loan A-1 of 5% annually, certain mandatory quarterly prepayments of the Term Loans and the Revolving Credit Facility will be required (i) upon the issuance or incurrence of additional debt not otherwise permitted under the 2021 Credit Agreement and (ii) upon the occurrence of certain asset sales and insurance and condemnation recoveries, subject to certain thresholds, baskets, and reinvestment provisions as provided in the 2021 Credit Agreement.
On January 28, 2023, we amended our 2021 Credit Agreement to replace the LIBOR reference rate with the Secured Overnight Financing Rate (“SOFR”) reference rate.
In accordance with our amended 2021 Credit Agreement, the borrowings under the Revolving Credit Facility and the Term Loan A-1 bear interest, at the Company’s option, at a per annum rate of either (1) the Administrative Agent’s prime commercial lending rate (subject to certain higher rate determinations) (the “Base Rate”) plus a margin of 0.125% to 0.75% or (2) the one-, three-, six-, or, subject to approval by all lenders, twelve-month SOFR rate plus a margin of 1.125% to 1.75%. The Term Loan A-2 bears interest, at the Company’s option, at a per annum rate of either (1) the Base Rate plus a margin of 0% to 0.5% or (2) the one-, three-, six-, or, subject to approval by all lenders, twelve-month SOFR rate plus a margin of 0.875% to 1.5%. The margin in each case is based upon the Company’s total net leverage ratio, as determined pursuant to the 2021 Credit Agreement. In addition to paying interest on the outstanding principal of loans under the Revolving Credit Facility, the Company is required to pay a commitment fee on the average daily unused portion of the Revolving Credit Facility, currently 0.25% per annum, ranging from 0.15% to 0.3% based upon the Company’s total net leverage ratio.
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The amended 2021 Credit Agreement requires us to maintain certain financial ratios and other financial conditions and prohibits us from making certain investments, advances, cash dividends or loans, and limits incurrence of additional indebtedness and liens. As of June 30, 2023, we were in compliance with those covenants.
The carrying amount is the par value of the Revolving Credit Facility and Term Loans less the debt discount and debt issuance costs that are amortized to interest expense using the effective interest method over the terms of the Term Loans. Interest expense is included in the accompanying condensed consolidated statements of income.
Convertible Senior Notes due 2026
On March 9, 2021, we issued 0.25% Convertible Senior Notes due 2026 in the aggregate principal amount of $600.0 million (“the Convertible Senior Notes” or “the Notes”). The Convertible Senior Notes were issued pursuant to, and are governed by, an indenture (the “Indenture”), dated as of March 9, 2021, with U.S. Bank National Association, as trustee. The net proceeds from the issuance of the Convertible Senior Notes were $591.4 million, net of initial purchasers’ discounts of $6.0 million and debt issuance costs of $2.6 million.
The Convertible Senior Notes are senior, unsecured obligations and are (i) equal in right of payment with our future senior, unsecured indebtedness; (ii) senior in right of payment to our future indebtedness that is expressly subordinated to the Notes; (iii) effectively subordinated to our future secured indebtedness, to the extent of the value of the collateral securing that indebtedness; and (iv) structurally subordinated to all future indebtedness and other liabilities, including trade payables, and (to the extent we are not a holder thereof) preferred equity, if any, of our subsidiaries.
The Convertible Senior Notes accrue interest at a rate of 0.25% per annum, payable semi-annually in arrears on March 15 and September 15 of each year, beginning on September 15, 2021. The Convertible Senior Notes mature on March 15, 2026, unless earlier repurchased, redeemed, or converted.
Before September 15, 2025, holders of the Convertible Senior Notes have the right to convert their Convertible Senior Notes only upon the occurrence of certain events. Under the terms of the Indenture, the Convertible Senior Notes are convertible into common stock of Tyler Technologies, Inc. (referred to as “our common stock” herein) at the following times or circumstances:
•during any calendar quarter commencing after the calendar quarter ended June 30, 2021, if the last reported sale price per share of our common stock exceeds 130% of the conversion price for each of at least 20 trading days (whether or not consecutive) during the 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter;
•during the five consecutive business days immediately after any five consecutive trading day period (such five consecutive trading day period, the “Measurement Period”) if the trading price per $1,000 principal amount of Convertible Senior Notes, as determined following a request by their holder in accordance with the procedures in the Indenture, for each trading day of the Measurement Period was less than 98% of the product of the last reported sale price per share of our common stock on such trading day and the conversion rate on such trading day;
•upon the occurrence of certain corporate events or distributions on our common stock, including but not limited to a “Fundamental Change” (as defined in the Indenture);
•upon the occurrence of specified corporate events; or
•on or after September 15, 2025, until the close of business on the second scheduled trading day immediately preceding the maturity date, March 15, 2026.
With certain exceptions, upon a change of control or other fundamental change (both as defined in the Indenture governing the Convertible Senior Notes), the holders of the Convertible Senior Notes may require us to repurchase all or part of the principal amount of the Convertible Senior Notes at a repurchase price equal to 100% of the principal amount of the Convertible Senior Notes, plus any accrued and unpaid interest to, but excluding, the redemption date.
As of June 30, 2023, none of the conditions allowing holders of the Convertible Senior Notes to convert have been met.
From and including September 15, 2025, holders of the Convertible Senior Notes may convert their Convertible Senior Notes at any time at their election until the close of business on the second scheduled trading day immediately before the maturity date. We will settle any conversions of the Convertible Senior Notes either entirely in cash or in a combination of cash and shares of our common stock, at our election. However, upon conversion of any Convertible Senior Notes, the conversion value, which will be determined over an “Observation Period” (as defined in the Indenture) consisting of 30 trading days, will be paid in cash up to at least the principal amount of the Notes being converted.
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The initial conversion rate is 2.0266 shares of common stock per $1,000 principal amount of Convertible Senior Notes, which represents an initial conversion price of approximately $493.44 per share of common stock. The conversion rate and conversion price will be subject to adjustment upon the occurrence of certain events. In addition, if certain corporate events that constitute a “Make-Whole Fundamental Change” (as defined in the Indenture) occur, then the conversion rate will, in certain circumstances, be increased for a specified period of time.
The Convertible Senior Notes are redeemable, in whole or in part, at our option at any time, and from time to time, on or after March 15, 2024 and on or before the 30th scheduled trading day immediately before the maturity date, at a cash redemption price equal to the principal amount of the Notes to be redeemed, plus accrued and unpaid interest, if any, up to, but excluding, the redemption date, but only if the last reported sale price per share of our common stock exceeds 130% of the conversion price of the Notes on (i) each of at least 20 trading days, whether or not consecutive, during the 30 consecutive trading days ending on, and including, the trading day immediately before the date we send the related redemption notice; and (ii) the trading day immediately before the date we send such notice. In addition, calling any Note for redemption constitutes a Make-Whole Fundamental Change with respect to that Note, in which case the conversion rate applicable to the conversion of that Note will be increased in certain circumstances if it is converted after it is called for redemption.
Effective Interest
The weighted average interest rates for the borrowings under the 2021 Credit Agreement and Convertible Senior Notes due 2026 were 6.68% and 0.25%, as of June 30, 2023, respectively. During the six months ended June 30, 2023, the effective interest rates for our borrowings were 7.04% and 0.54% for the 2021 Credit Agreement and the Convertible Senior Notes, respectively. The following sets forth the interest expense recognized related to the borrowings under the 2021 Credit Agreement and Convertible Senior Notes and is included in interest expense in the accompanying condensed consolidated statements of income:

| Three Months Ended June 30, |  | Six Months Ended June 30,
| 2023 |  | 2022 |  | 2023 |  | 2022
Contractual interest expense - Revolving Credit Facility | $ | (625) |  |  | $ | (315) |  |  | $ | (937) |  |  | $ | (628) |
Contractual interest expense - Term Loans | (4,565) |  |  | (4,375) |  |  | (10,206) |  |  | (7,369) |
Contractual interest expense - Convertible Senior Notes | (375) |  |  | (375) |  |  | (750) |  |  | (750) |
Amortization of debt discount and debt issuance costs | (822) |  |  | (1,149) |  |  | (2,178) |  |  | (2,271) |
Total | $ | (6,387) |  |  | $ | (6,214) |  |  | $ | (14,071) |  |  | $ | (11,018) |

As of June 30, 2023, we had one outstanding standalone letter of credit totaling $1.5 million. The letter of credit, which guarantees our performance under a client contract, renews automatically annually unless canceled in writing, and expires in the third quarter of 2026. For the six months ended June 30, 2023, we repaid $120.0 million of the Term Loans under the 2021 Credit Agreement.
(9) Financial Instruments
The following table presents our financial instruments:

|  | June 30, 2023 |  | December 31, 2022
Cash and cash equivalents |  | $ | 118,764 |  |  | $ | 173,857 |
Available-for-sale investments |  | 29,216 |  |  | 55,538 |
Equity investments |  | 10,000 |  |  | 10,000 |
Total |  | $ | 157,980 |  |  | $ | 239,395 |

Cash and cash equivalents consist primarily of money market funds with original maturity dates of three months or less, for which we determine fair value through quoted market prices.
Our available-for-sale investments primarily consist of investment grade corporate bonds, municipal bonds, and asset-backed securities with maturity dates through 2027. These investments are presented at fair value and are included in short-term investments and non-current investments in the accompanying condensed consolidated balance sheets. Unrealized gains or losses associated with the investments are included in accumulated other comprehensive loss, net of tax in the accompanying condensed consolidated balance sheets and statements of comprehensive income. For our available-for-sale investments, we do not have the intent to sell, nor is it more likely than not that we would be required to sell before recovery of their cost basis.
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As of June 30, 2023, we have an accrued interest receivable balance of approximately $102,000 which is included in accounts receivable, net. We do not measure an allowance for credit losses for accrued interest receivables. We record any losses within the maturity period or at the time of sale of the investment and any write-offs to accrued interest receivables are recorded as a reduction to interest income in the period of the loss. During the three and six months ended June 30, 2023, we have recorded no credit losses for accrued interest receivables. Interest income and amortization of discounts and premiums are included in other income, net in the accompanying condensed consolidated statements of income.
The following table presents the components of our available-for-sale investments:

| June 30, 2023 |  | December 31, 2022
Amortized cost | $ | 30,269 |  |  | $ | 56,670 |
Unrealized gains | — |  |  | 16 |
Unrealized losses | (1,053) |  |  | (1,148) |
Estimated fair value | $ | 29,216 |  |  | $ | 55,538 |

As of June 30, 2023, we have $19.1 million of available-for-sale debt securities with contractual maturities of one year or less and $10.1 million with contractual maturities great than one year. As of June 30, 2023, six available-for-sale debt securities with a fair value of $6.1 million have been in a loss position for one year or less and 27 securities with a fair value of $20.9 million have been in a loss position for greater than one year.
The following table presents the activity on our available-for-sale investments:

| Three Months Ended June 30, |  | Six Months Ended June 30,
| 2023 |  | 2022 |  | 2023 |  | 2022
Proceeds from sales and maturities | $ | 14,132 |  |  | $ | 17,923 |  |  | $ | 37,107 |  |  | $ | 40,595 |
Realized losses on sales, net of tax | (1) |  |  | (48) |  |  | (1) |  |  | (7) |

Our equity investments consist of an 18% interest in BFTR, LLC, a wholly owned subsidiary of Bison Capital Partners V L.P. BFTR, LLC is a privately held Australian company specializing in digitizing the spoken word in court and legal proceedings. The investment in common stock is carried at cost less any impairment write-downs because we do not have the ability to exercise significant influence over the investee and the securities do not have readily determinable fair values.
(10) Other Comprehensive Income (Loss)
The following table presents the changes in the balances of accumulated other comprehensive loss, net of tax by component:

| Unrealized Loss On Available-for-Sale Securities |  | Other |  | Accumulated Other Comprehensive Loss
Balance as of March 31, 2023 | $ | (750) |  |  | $ | — |  |  | $ | (750) |
Other comprehensive loss before reclassifications | (36) |  |  | — |  |  | (36) |
Reclassification adjustment of unrealized gains (losses) on securities transferred from held-to-maturity | — |  |  | — |  |  | — |
Reclassification adjustment for net loss on sale of available-for-sale securities, included in net income | 1 |  |  | — |  |  | 1 |
Other comprehensive loss | (35) |  |  | — |  |  | (35) |
Balance as of June 30, 2023 | $ | (785) |  |  | $ | — |  |  | $ | (785) |

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| Unrealized Loss On Available-for-Sale Securities |  | Other |  | Accumulated Other Comprehensive Loss
Balance as of March 31, 2022 | $ | (743) |  |  | $ | — |  |  | $ | (743) |
Other comprehensive loss before reclassifications | (114) |  |  | — |  |  | (114) |
Reclassification adjustment of unrealized gains (losses) on securities transferred from held-to-maturity | — |  |  | — |  |  | — |
Reclassification adjustment for net loss on sale of available-for-sale securities, included in net income | 48 |  |  | — |  |  | 48 |
Other comprehensive loss | (66) |  |  | — |  |  | (66) |
Balance as of June 30, 2022 | $ | (809) |  |  | $ | — |  |  | $ | (809) |

| Unrealized Loss On Available-for-Sale Securities |  | Other |  | Accumulated Other Comprehensive Loss
Balance as of December 31, 2022 | $ | (844) |  |  | $ | — |  |  | $ | (844) |
Other comprehensive income before reclassifications | 58 |  |  | — |  |  | 58 |
Reclassification adjustment of unrealized gains (losses) on securities transferred from held-to-maturity | — |  |  | — |  |  | — |
Reclassification adjustment for net loss on sale of available-for-sale securities, included in net income | 1 |  |  | — |  |  | 1 |
Other comprehensive income | 59 |  |  | — |  |  | 59 |
Balance as of June 30, 2023 | $ | (785) |  |  | $ | — |  |  | $ | (785) |

| Unrealized Loss On Available-for-Sale Securities |  | Other |  | Accumulated Other Comprehensive Loss
Balance as of December 31, 2021 | $ | (46) |  |  | $ | — |  |  | $ | (46) |
Other comprehensive loss before reclassifications | (743) |  |  | — |  |  | (743) |
Reclassification adjustment of unrealized losses on securities transferred from held-to-maturity | (27) |  |  | — |  |  | (27) |
Reclassification adjustment for net loss on sale of available-for-sale securities, included in net income | 7 |  |  | — |  |  | 7 |
Other comprehensive loss | (763) |  |  | — |  |  | (763) |
Balance as of June 30, 2022 | $ | (809) |  |  | $ | — |  |  | $ | (809) |

(11) Fair Value
Fair value is defined as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date in the principal or most advantageous market for that asset or liability. Guidance on fair value measurements and disclosures establishes a valuation hierarchy for disclosure of inputs used in measuring fair value defined as follows:
•Level 1—Inputs are unadjusted quoted prices that are available in active markets for identical assets or liabilities.
•Level 2—Inputs include quoted prices for similar assets and liabilities in active markets and quoted prices in non-active markets, inputs other than quoted prices that are observable, and inputs that are not directly observable, but are corroborated by observable market data.
•Level 3—Inputs that are unobservable and are supported by little or no market activity and reflect the use of significant management judgment.
The classification of a financial asset or liability within the hierarchy is determined based on the least reliable level of input that is significant to the fair value measurement. In determining fair value, we utilize valuation techniques that maximize the use of observable inputs and minimize the use of unobservable inputs to the extent possible. We also consider the counterparty and our own non-performance risk in our assessment of fair value.
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The following table presents fair values of our financial and debt instruments categorized by their fair value hierarchy as of June 30, 2023:

| Level 1 |  | Level 2 |  | Level 3 |  | Total
Available-for-sale investments | $ | 29,216 |  |  | $ | — |  |  | $ | — |  |  | $ | 29,216 |
Equity investments | — |  |  | — |  |  | 10,000 |  |  | 10,000 |
2021 Credit Agreement |  |  |  |  |  |  |
Revolving Credit Facility | — |  |  | — |  |  | — |  |  | — |
Term Loan A-1 | — |  |  | 248,788 |  |  | — |  |  | 248,788 |
Term Loan A-2 | — |  |  | 24,942 |  |  | — |  |  | 24,942 |
Convertible Senior Notes due 2026 | — |  |  | 615,564 |  |  | — |  |  | 615,564 |

Assets that are Measured at Fair Value on a Recurring Basis
Cash and cash equivalents, accounts receivable, accounts payable, short-term obligations and certain other assets at cost approximate fair value because of the short maturity of these instruments.
As of June 30, 2023, we have $29.2 million in investment grade corporate bonds, municipal bonds and asset-backed securities with maturity dates through 2027. The fair values of these securities are considered Level 1 as they are based on inputs from unadjusted quoted prices that are available in active markets for identical assets or liabilities.
Assets that are Measured at Fair Value on a Nonrecurring Basis
As of June 30, 2023, we have an 18% interest in BFTR, LLC. As we do not have the ability to exercise significant influence over the investee and the securities do not have readily determinable fair values, our investment is carried at cost less any impairment write-downs. Periodically, our investment is assessed for impairment. We do not reassess the fair value of the investments if there are no identified events or changes in circumstances that may have a significant adverse effect on the fair value of the investments. No events or changes in circumstances have occurred during the period that require reassessment. There has been no impairment of this investment for the periods presented. This investment is included in other non-current assets in the accompanying condensed consolidated balance sheets.
We assess goodwill for impairment annually on October 1. In addition, we review goodwill, property and equipment, and other intangibles for impairment whenever events or changes in circumstances indicate the carrying value may not be recoverable. During the fourth quarter of 2022, we completed our annual assessment of goodwill which did not result in an impairment charge. Further, we identified no indicators of impairment to long-lived and other assets and therefore, no impairment was recorded as of and for the period ended June 30, 2023.
Financial instruments measured at fair value only for disclosure purposes
The fair value of our borrowing under our amended 2021 Credit Agreement would approximate book value as of June 30, 2023, because our interest rates reset approximately every 30 days or less.
The carrying amount of the Revolving Credit Facility and Term Loans is the par value less the debt discount and debt issuance costs that are amortized to interest expense using the effective interest method over the terms of the Term Loans. Interest expense is included in the accompanying condensed consolidated statements of income.
The fair value of our Convertible Senior Notes due 2026 is determined based on quoted market prices for a similar liability when traded as an asset in an active market, a Level 2 input. See Note 8, “Debt,” for further discussion.
The carrying amount of the Convertible Senior Notes due 2026 is the par value less the debt discount and debt issuance costs that are amortized to interest expense using the effective interest method over the term of the Convertible Senior Notes. Interest expense is included in the accompanying condensed consolidated statements of income.
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The following table presents the fair value and carrying value, net, of the 2021 Credit Agreement and our Convertible Notes due 2026):

| Fair Value at |  | Carrying Value at
| June 30, 2023 |  | December 31, 2022 |  | June 30, 2023 |  | December 31, 2022
2021 Credit Agreement |  |  |  |  |  |  |
Revolving Credit Facility | $ | — |  |  | $ | — |  |  | $ | — |  |  | $ | — |
Term Loan A-1 | 248,788 |  |  | 288,302 |  |  | 248,788 |  |  | 288,302 |
Term Loan A-2 | 24,942 |  |  | 104,603 |  |  | 24,942 |  |  | 104,603 |
Convertible Senior Notes due 2026 | 615,564 |  |  | 560,910 |  |  | 595,344 |  |  | 594,484 |
| $ | 889,294 |  |  | $ | 953,815 |  |  | $ | 869,074 |  |  | $ | 987,389 |

(12) Income Tax Provision
We had an effective income tax rate of 12.5% and 15.5% for the three and six months ended June 30, 2023, respectively, compared to 21.3% and 21.8% for the three and six months ended June 30, 2022, respectively. The decrease in the effective tax rate for the three and six months ended June 30, 2023, as compared to the prior periods, was principally driven by an increase in research tax credit benefits and excess tax benefits related to stock incentive awards, partially offset by an increase in liabilities for uncertain tax positions.
The effective income tax rates for the periods presented were different from the statutory United States federal income tax rate of 21% primarily due to research tax credits and excess tax benefits related to stock incentive awards, offset by state income taxes, liabilities for uncertain tax positions, and non-deductible business expenses.
For tax years beginning on or after January 1, 2022, the Tax Cuts and Jobs Act of 2017 (“TCJA”) eliminates the option to currently deduct research and development expenses and requires taxpayers to capitalize and amortize them over five years for research activities performed in the United States and 15 years for research activities performed outside the United States pursuant to IRC Section 174. The requirement temporarily increases our U.S. federal and state cash tax payments and reduces cash flows in fiscal year 2023 and future years until the amortization deduction normalizes.
We made income tax payments of $92.9 million and $24.3 million in the six months ended June 30, 2023, and 2022, respectively.
(13) Share-Based Compensation
The following table summarizes share-based compensation expense related to share-based awards recorded in the condensed consolidated statements of income, pursuant to ASC 718, Stock Compensation:

|  | Three Months Ended June 30, |  | Six Months Ended June 30,
|  | 2023 |  | 2022 |  | 2023 |  | 2022
Subscriptions, maintenance, and professional services |  | $ | 6,437 |  |  | $ | 6,867 |  |  | $ | 12,779 |  |  | $ | 13,639 |
Sales and marketing expense |  | 2,367 |  |  | 2,224 |  |  | 4,760 |  |  | 4,364 |
General and administrative expense |  | 17,224 |  |  | 16,709 |  |  | 36,385 |  |  | 33,076 |
Total share-based compensation expense |  | $ | 26,028 |  |  | $ | 25,800 |  |  | $ | 53,924 |  |  | $ | 51,079 |

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(14) Earnings Per Share
The following table details the reconciliation of basic earnings per share to diluted earnings per share:

| Three Months Ended June 30, |  | Six Months Ended June 30,
| 2023 |  | 2022 |  | 2023 |  | 2022
Numerator for basic and diluted earnings per share: |  |  |  |  |  |  |
Net income | $ | 49,130 |  |  | $ | 39,946 |  |  | $ | 80,005 |  |  | $ | 79,930 |
Denominator: |  |  |  |  |  |  |
Weighted-average basic common shares outstanding | 41,980 |  |  | 41,500 |  |  | 41,987 |  |  | 41,499 |
Assumed conversion of dilutive securities: |  |  |  |  |  |  |
Stock awards | 771 |  |  | 821 |  |  | 723 |  |  | 950 |
Convertible Senior Notes | — |  |  | — |  |  | — |  |  | — |
Denominator for diluted earnings per share - Adjusted weighted-average shares | 42,751 |  |  | 42,321 |  |  | 42,710 |  |  | 42,449 |
Earnings per common share: |  |  |  |  |  |  |
Basic | $ | 1.17 |  |  | $ | 0.96 |  |  | $ | 1.91 |  |  | $ | 1.93 |
Diluted | $ | 1.15 |  |  | $ | 0.94 |  |  | $ | 1.87 |  |  | $ | 1.88 |

For the three and six months ended June 30, 2023, and 2022, stock awards, representing the right to purchase common stock of approximately 344,000 and 423,000 shares and 486,000 and 350,000 shares, respectively, were not included in the computation of diluted earnings per share because their inclusion would have had an antidilutive effect.
We have used the if-converted method for calculating any potential dilutive effect of the Convertible Senior Notes due 2026 on our diluted net income per share. Under the if-converted method, the Notes are assumed to be converted at the beginning of the period and the resulting common shares are included in the denominator of the diluted earnings per share calculation for the entire period being presented and interest expense, net of tax, recorded in connection with the Convertible Senior Notes is not added back to the numerator, only in the periods in which such effect is dilutive. The approximately 1.2 million remaining resulting common shares related to the Notes are not included in the dilutive weighted-average common shares outstanding calculation for the three and six months ended June 30, 2023, and 2022, as their effect would be antidilutive given none of the conversion features have been triggered. See Note 8, “Debt,” for discussion on the conversion features related to the Convertible Senior Notes.
(15) Leases
We lease office facilities for use in our operations, as well as transportation and other equipment. Most of our leases are non-cancelable operating lease agreements with maturities between one to 11 years. Some of these leases include options to extend for up to six years. We have no finance leases and one related party lessor agreement (see Note 16, "Related party transactions") as of June 30, 2023. Right-of-use lease assets and lease liabilities for our operating leases are recorded in the condensed consolidated balance sheets. During the three and six months ended June 30, 2023, we incurred lease restructuring costs, resulting in zero and $1.4 million of operating lease costs. During the three and six months ended June 30, 2022, we incurred lease restructuring costs of zero and $1.0 million of operating lease costs.
The components of operating lease expense were as follows:

Lease Costs |  | Three Months Ended June 30, |  | Six Months Ended June 30,
|  | 2023 |  | 2022 |  | 2023 |  | 2022
Operating lease cost |  | $ | 3,119 |  |  | $ | 2,586 |  |  | $ | 7,510 |  |  | $ | 6,008 |
Short-term lease cost |  | 513 |  |  | 488 |  |  | 1,036 |  |  | 994 |
Variable lease cost |  | 216 |  |  | 204 |  |  | 536 |  |  | 574 |
Net lease cost |  | $ | 3,848 |  |  | $ | 3,278 |  |  | $ | 9,082 |  |  | $ | 7,576 |

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Supplemental information related to leases is as follows:

Other Information |  | Six Months Ended June 30,
|  | 2023 |  | 2022
Cash flows: |  |  |  |
Cash paid amounts included in the measurement of lease liabilities: |  |  |  |
Operating cash outflows from operating leases |  | $ | 5,873 |  |  | $ | 7,238 |
Right-of-use assets obtained in exchange for lease obligations (non-cash): |  |  |  |
Operating leases |  | $ | 2,391 |  |  | $ | 6,606 |
Lease term and discount rate: |  |  |  |
Weighted average remaining lease term (years) |  | 6.9 |  | 5.8
Weighted average discount rate |  | 1.60 | % |  | 1.64 | %

Rental Income from third parties
We own office buildings in Bangor, Falmouth, and Yarmouth, Maine; Lubbock and Plano, Texas; Troy, Michigan; Latham, New York; and Moraine, Ohio. We lease space in some of these buildings to third-party tenants. The property we lease to others under operating leases consists primarily of specific facilities where one tenant obtains substantially all of the economic benefit from the asset and has the right to direct the use of the asset. These non-cancelable leases expire between 2023 and 2028, and some have options to extend the lease for up to 10 years. We determine if an arrangement is a lease at inception. None of our leases allow the lessee to purchase the leased asset.
Rental income from third-party tenants for the three and six months ended June 30, 2023 totaled $545,000 and $1.0 million, respectively, and for the three and six months ended June 30, 2022 totaled $493,000 and $798,000, respectively. As of June 30, 2023, future minimum operating rental income based on contractual agreements is as follows:

Year ending December 31, |  | Amount
2023 (Remaining) |  | $ | 1,133 |
2024 |  | 3,049 |
2025 |  | 2,317 |
2026 |  | 1,171 |
2027 |  | 913 |
Thereafter |  | 733 |
Total |  | $ | 9,316 |

(16) Related Party Transactions
In April 2023, we entered into an arm's length lessor agreement with a company co-owned by a member of the Company’s board of directors for 25,000 square feet of office space in our Lubbock, Texas, facility. The lease agreement, which commenced on April 1, 2023, has an initial term of five years with a pro-rata base rent of $25,000 per month until December 1, 2023, and a base rent of $60,000 per month thereafter. We recognized rental income of $75,000 under this lease for the six months ended June 30, 2023.
(17) Commitments and Contingencies
Litigation
During the first quarter of 2022, we received a notice of termination for convenience under a contractual arrangement with a state government client. Upon receipt of the termination notice, we ceased performing services under the contractual arrangement and sought payment of contractually owed fees of approximately $15 million in connection with the termination for convenience.
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The client was unresponsive to our outreach for several months. On August 23, 2022, we filed a lawsuit to enforce our rights and remedies under the applicable contractual arrangement, and since then have been engaged directly with the client on payment resolution. Although we believe our products and services were delivered in accordance with the terms of our contract and that we are entitled to payment in connection with the termination for convenience, at this time the matter remains unresolved. We can provide no assurances that we will not incur additional costs as we pursue our rights and remedies under the contract.
Purchase Commitments
We have contractual obligations for third-party technology used in our solutions and for other services we purchase as part of our normal operations. In certain cases, these arrangements require a minimum annual purchase commitment by us. As of June 30, 2023, the remaining aggregate minimum purchase commitment under these arrangements was approximately $244 million through 2031.
(18) Subsequent Events
There have been no material events or transactions that occurred subsequent to June 30, 2023.
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ITEM 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations
CAUTIONARY NOTE CONCERNING FORWARD-LOOKING STATEMENTS
This document contains “forward-looking statements” within the meaning of Section 27A of the Securities Act of 1933 and Section 21E of the Securities Exchange Act of 1934 that are not historical in nature and typically address future or anticipated events, trends, expectations or beliefs with respect to our financial condition, results of operations or business. Forward-looking statements often contain words such as “believes,” “expects,” “anticipates,” “foresees,” “forecasts,” “estimates,” “plans,” “intends,” “continues,” “may,” “will,” “should,” “projects,” “might,” “could” or other similar words or phrases. Similarly, statements that describe our business strategy, outlook, objectives, plans, intentions or goals also are forward-looking statements. We believe there is a reasonable basis for our forward-looking statements, but they are inherently subject to risks and uncertainties and actual results could differ materially from the expectations and beliefs reflected in the forward-looking statements. We presently consider the following to be among the important factors that could cause actual results to differ materially from our expectations and beliefs: (1) changes in the budgets or regulatory environments of our clients, primarily local and state governments, that could negatively impact information technology spending; (2) disruption to our business and harm to our competitive position resulting from cyber-attacks and security vulnerabilities; (3) our ability to protect client information from security breaches and provide uninterrupted operations of data centers; (4) our ability to achieve growth or operational synergies through the integration of acquired businesses, while avoiding unanticipated costs and disruptions to existing operations; (5) material portions of our business require the internet infrastructure to be adequately maintained; (6) our ability to achieve our financial forecasts due to various factors, including project delays by our clients, reductions in transaction size, fewer transactions, delays in delivery of new products or releases or a decline in our renewal rates for service agreements; (7) general economic, political and market conditions, including continued inflation and rising interest rates; (8) technological and market risks associated with the development of new products or services or of new versions of existing or acquired products or services; (9) competition in the industry in which we conduct business and the impact of competition on pricing, client retention and pressure for new products or services; (10) the ability to attract and retain qualified personnel and dealing with the loss or retirement of key members of management or other key personnel; and (11) costs of compliance and any failure to comply with government and stock exchange regulations. A detailed discussion of these factors and other risks that affect our business are described in Item 1A, “Risk Factors”. We expressly disclaim any obligation to publicly update or revise our forward-looking statements.
GENERAL
We provide integrated information management solutions and services for the public sector. We develop and market a broad line of software products and services to address the IT needs of public sector entities. We provide subscription-based services such as software as a service (“SaaS”), transaction-based services primarily related to digital government services, payment processing, and electronic document filing solutions (“e-filing”), which simplify the filing and management of court related documents. In addition, we provide professional services to our clients, including software and hardware installation, data conversion, training, and for certain clients, product modifications, along with continuing maintenance and support for clients using our systems. Additionally, we provide property appraisal outsourcing services for taxing jurisdictions.
We provide our software systems and related professional services through six business units, which focus on the following products:
•financial management, education and planning, regulatory, and maintenance software solutions;
•financial management, municipal courts, planning, regulatory, and maintenance software solutions;
•courts and justice and public safety software solutions;
•property and recording solutions;
•platform solutions including case management and business process management; and
•digital solutions including payments and government services.
In accordance with ASC 280-10, Segment Reporting, we report our results in two reportable segments. The Enterprise Software ("ES") reportable segment provides public sector entities with software systems and services to meet their information technology and automation needs for mission-critical “back-office” functions such as: financial management and education; planning, regulatory and maintenance; courts and justice; public safety; an d property and recording solutions. The Platform Technologies ("PT") reportable segment provides public sector entities with software solutions to perform transaction processing, streamline data processing, and improve operations and workflows such as platform solutions and digital solutions.
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We evaluate performance based on several factors, of which the primary financial measure is business segment operating income. We define segment operating income for our business units as income before non-cash amortization of intangible assets associated with their acquisitions, interest expense, and income taxes. Segment operating income includes intercompany transactions. The majority of intercompany transactions relate to contracts involving more than one unit and are valued based on the contractual arrangement. Corporate segment operating loss primarily consists of compensation costs for the executive management team, certain shared services staff, and share-based compensation expense for the entire company. Corporate segment operating loss also includes revenues and expenses related to a company-wide user conference.
See Note 3, "Segment and Related Information," in the notes to the financial statements for additional information.
Recent Acquisitions
On October 31, 2022, we acquired Rapid Financial Solutions, LLC (Rapid), a provider of reliable, scalable, and secure payments with best-in-class card issuance and digital disbursement capabilities. On February 8, 2022, we acquired US eDirect Inc. (US eDirect), a leading provider of technology solutions for campground and outdoor recreation management. US eDirect and Rapid are operated as a part of the digital solutions business unit and the results of US eDirect and Rapid from their respective dates of acquisition are included with the operating results of the PT segment.
Operating Result s
For the three and six months ended June 30, 2023, total revenues increased 7.6% and 5.6%, respectively, compared to the prior period. Excluding the 2023 incremental impact of recent acquisitions, revenues increased 6.6% and 4.4% for the three and six months ended June 30, 2023, respectively, compared to the prior period.
Subscriptions revenue grew 16.4% and 15.4% for the three and six months ended June 30, 2023, respectively, compared to the prior period, primarily due to an ongoing shift toward SaaS arrangements, along with growth in our transaction-based revenues such as e-filing and payment services, offset by the decline in COVID pandemic related transaction-based revenue. Excluding the impact of recent acquisitions, subscriptions revenue increased 14.6% and 13.2% for the three and six months ended June 30, 2023, respectively, compared to the prior period. Subscriptions revenue from recent acquisitions contributed 1.8% and 2.2% for the three and six months ended June 30, 2023, respectively.
Our backlog as of June 30, 2023, was $1.90 billion, a 2.8% increase compared to June 30, 2022.
Our total employee count increased to 7,247 at June 30, 2023, including 48 employees who joined us through acquisitions completed since June 30, 2022, from 7,143 at June 30, 2022.
CRITICAL ACCOUNTING POLICIES AND ESTIMATES
The discussion and analysis of our financial condition and results of operations is based upon our condensed consolidated financial statements. These condensed consolidated financial statements have been prepared following the requirements of GAAP for the interim period and require us to make estimates and judgments that affect the reported amounts of assets, liabilities, revenues and expenses, and related disclosure of contingent assets and liabilities. On an ongoing basis, we evaluate our estimates, including those related to revenue recognition, potential impairment of intangible assets and goodwill, and share-based compensation expense. As these are condensed financial statements, one should also read expanded information about our critical accounting policies and estimates provided in Item 7, “Management’s Discussion and Analysis of Financial Condition and Results of Operations”, included in our Form 10-K for the year ended December 31, 2022. There have been no material changes to our critical accounting policies and estimates from the information provided in our Form 10-K for the year ended December 31, 2022.
Reclassifications
As of January 1, 2023, we have elected to no longer report the appraisal services revenue and related costs as separate categories in the statement of income due to less significance on our overall operating results. Therefore, we have combined the appraisal services revenue category with the professional services revenue category; and the related cost of revenue category for appraisal services is now combined with the cost of revenue category related to subscriptions, maintenance, and professional services on the condensed consolidated statements of income for all reporting periods presented.
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ANALYSIS OF RESULTS OF OPERATIONS

| Percent of Total Revenues
| Three Months Ended June 30, |  | Six Months Ended June 30,
| 2023 |  | 2022 |  | 2023 |  | 2022
Revenues: |  |  |  |  |  |  |
Subscriptions | 59.1 | % |  | 54.6 | % |  | 59.2 | % |  | 54.2 | %
Maintenance | 23.1 |  |  | 24.9 |  |  | 23.7 |  |  | 25.3 |
Professional services | 13.2 |  |  | 15.4 |  |  | 13.0 |  |  | 15.3 |
Software licenses and royalties | 1.9 |  |  | 3.2 |  |  | 2.0 |  |  | 3.4 |
Hardware and other | 2.7 |  |  | 1.9 |  |  | 2.1 |  |  | 1.8 |
Total revenues | 100.0 |  |  | 100.0 |  |  | 100.0 |  |  | 100.0 |
Cost of revenues: |  |  |  |  |  |  |
Subscriptions, maintenance, and professional services | 50.7 |  |  | 53.4 |  |  | 52.1 |  |  | 53.3 |
Software licenses, royalties, and amortization of acquired software | 2.3 |  |  | 3.3 |  |  | 2.3 |  |  | 3.2 |
Amortization of software development | 0.6 |  |  | 0.3 |  |  | 0.6 |  |  | 0.3 |
Hardware and other | 2.2 |  |  | 1.7 |  |  | 1.7 |  |  | 1.4 |
Sales and marketing expense | 7.4 |  |  | 6.8 |  |  | 7.6 |  |  | 7.3 |
General and administrative expense | 15.4 |  |  | 14.5 |  |  | 15.4 |  |  | 14.1 |
Research and development expense | 5.6 |  |  | 5.0 |  |  | 5.6 |  |  | 5.1 |
Amortization of customer and trade name intangibles | 3.6 |  |  | 2.9 |  |  | 3.8 |  |  | 3.1 |
Operating income | 12.2 |  |  | 12.1 |  |  | 10.9 |  |  | 12.2 |
Interest expense | (1.3) |  |  | (1.3) |  |  | (1.4) |  |  | (1.2) |
Other income, net | 0.1 |  |  | — |  |  | 0.2 |  |  | 0.1 |
Income before income taxes | 11.0 |  |  | 10.8 |  |  | 9.7 |  |  | 11.1 |
Income tax (benefit) provision | 1.4 |  |  | 2.3 |  |  | 1.5 |  |  | 2.4 |
Net income | 9.6 | % |  | 8.5 | % |  | 8.2 | % |  | 8.7 | %

Revenues
Subscriptions
The following table sets forth a comparison of our subscriptions revenue for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
ES |  | $ | 154,554 |  |  | $ | 128,694 |  |  | $ | 25,860 |  |  | 20 | % |  | $ | 302,968 |  |  | $ | 249,010 |  |  | $ | 53,958 |  |  | 22 | %
PT |  | 143,235 |  |  | 127,122 |  |  | 16,113 |  |  | 13 |  |  | 275,286 |  |  | 252,249 |  |  | 23,037 |  |  | 9 |
Total subscriptions revenue |  | $ | 297,789 |  |  | $ | 255,816 |  |  | $ | 41,973 |  |  | 16 | % |  | $ | 578,254 |  |  | $ | 501,259 |  |  | $ | 76,995 |  |  | 15 | %
Less: Revenue from recent acquisitions 1 |  | (4,607) |  |  | — |  |  | (4,607) |  |  |  |  | (10,857) |  |  | — |  |  | (10,857) |  |  |
Total subscriptions revenue excluding acquisitions |  | $ | 293,182 |  |  | $ | 255,816 |  |  | $ | 37,366 |  |  | 15 | % |  | $ | 567,397 |  |  | $ | 501,259 |  |  | $ | 66,138 |  |  | 13 | %

Subscriptions revenue consists of revenue derived from our SaaS arrangements and transaction-based fees primarily related to digital government services and payment processing. We also provide electronic document filing solutions (“e-filing”) that simplify the filing and management of court related documents for courts and law offices. E-filing revenue is derived from transaction fees and fixed fee arrangements.
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1 Excludes the 2023 incremental impact as a result of not having the recent acquisition for a full fiscal year.
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Subscriptions revenue grew 16% and 15% for the three and six months ended June 30, 2023, respectively, compared to the prior period. Excluding the incremental impact of recent acquisitions, subscriptions revenue increased 15% and 13% for the three and six months ended June 30, 2023, respectively, compared to the prior period. New SaaS clients as well as existing on-premises clients who converted to our SaaS model provided the majority of the subscriptions revenue increase. In the three and six months ended June 30, 2023, respectively, we added 170 and 315 new SaaS clients and 94 and 167 on-premises existing clients elected to convert to our SaaS model. Since June 30, 2022, we have added 608 new SaaS clients while 319 existing on-premises clients converted to our SaaS offerings. Our mix of new software contract value for the six months ended June 30, 2023, was approximately 15% perpetual software license arrangements and approximately 85% subscription-based arrangements compared to total new contract value mix for the six months ended June 30, 2022, of approximately 24% perpetual software license arrangements and approximately 76% subscription-based arrangements.
Total subscriptions revenue derived from transaction-based fees was $166.3 million and $320.2 million for the three and six months ended June 30, 2023, respectively, compared to $146.3 million and $290.0 million for the three and six months ended June 30, 2022, respectively. For the three and six months ended June 30, 2023, respectively, transaction-based fees grew $20.0 million, or 13.7% and $30.2 million, or 10.4% compared to prior period. Contributing to the growth in transaction-based fees for the three and six months ended June 30, 2023, respectively, are the incremental increase of $8.5 million and $16.4 million, respectively, from online payments and e-filing services, and the incremental impact of transaction-based fees from recent acquisitions of $4.6 million and $10.9 million, respectively, compared to prior period. The remainder of the increases for the three and six months ended June 30, 2023, are primarily attributable to the growth in transaction-based fees from our state enterprise contracts related to our digital solutions business unit. The increases, for the three and six months ended June 30, 2023, in transaction-based fees are offset by the decline of $2.1 million and $10.8 million, respectively, in COVID pandemic related transaction-based revenues compared to prior period.
Maintenance
The following table sets forth a comparison of our maintenance revenue for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
ES |  | $ | 109,953 |  |  | $ | 110,760 |  |  | $ | (807) |  |  | (1) | % |  | $ | 220,035 |  |  | $ | 221,455 |  |  | $ | (1,420) |  |  | (1) | %
PT |  | 6,586 |  |  | 6,055 |  |  | 531 |  |  | 9 |  |  | 11,635 |  |  | 12,389 |  |  | (754) |  |  | (6) |
Total maintenance revenue |  | $ | 116,539 |  |  | $ | 116,815 |  |  | $ | (276) |  |  | — | % |  | $ | 231,670 |  |  | $ | 233,844 |  |  | $ | (2,174) |  |  | (1) | %
Less: Revenue from recent acquisitions 1 |  | — |  |  | — |  |  | — |  |  |  |  | — |  |  | — |  |  | — |  |  |
Total maintenance revenue excluding acquisitions |  | $ | 116,539 |  |  | $ | 116,815 |  |  | $ | (276) |  |  | — | % |  | $ | 231,670 |  |  | $ | 233,844 |  |  | $ | (2,174) |  |  | (1) | %

We provide maintenance and support services for our software products and certain third-party software. Maintenance revenue remained flat for the three months ended June 30, 2023, and decreased 1% for the six months ended June 30, 2023, respectively, compared to the prior period. Maintenance revenue slightly declined mainly due to the impact of clients converting from on-premises license arrangements to SaaS, partially offset by annual maintenance rate increases and maintenance associated with new software license sales.
Annualized Recurring Revenues
Subscriptions and maintenance are considered recurring revenue sources. Annualized recurring revenue ("ARR") is calculated based on total recurring revenues for the current quarter multiplied by four. ARR was $1.66 billion and $1.49 billion as of June 30, 2023, and 2022, respectively. ARR increased 11.2% compared to the prior period primarily due to an increase in subscriptions revenue resulting from an ongoing shift toward SaaS arrangements.
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1 Excludes the 2023 incremental impact as a result of not having the recent acquisition for a full fiscal year.
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Professional services
The following table sets forth a comparison of our professional services revenue for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
ES |  | $ | 55,256 |  |  | $ | 50,653 |  |  | $ | 4,603 |  |  | 9 | % |  | $ | 106,755 |  |  | $ | 101,820 |  |  | $ | 4,935 |  |  | 5 | %
PT |  | 11,164 |  |  | 21,284 |  |  | (10,120) |  |  | (48) |  |  | 20,594 |  |  | 40,132 |  |  | (19,538) |  |  | (49) |
Total professional services revenue |  | $ | 66,420 |  |  | $ | 71,937 |  |  | $ | (5,517) |  |  | (8) | % |  | $ | 127,349 |  |  | $ | 141,952 |  |  | $ | (14,603) |  |  | (10) | %
Less: Revenue from recent acquisitions 1 |  | — |  |  | — |  |  | — |  |  |  |  | — |  |  | — |  |  | — |  |  |
Total professional services revenue excluding acquisitions |  | $ | 66,420 |  |  | $ | 71,937 |  |  | $ | (5,517) |  |  | (8) | % |  | $ | 127,349 |  |  | $ | 141,952 |  |  | $ | (14,603) |  |  | (10) | %

Professional services revenue primarily consists of professional services billed in connection with implementing our software, converting client data, training client personnel, custom development activities, consulting and property appraisal outsourcing services. New clients who purchase our proprietary software licenses or subscriptions generally also contract with us to provide the related professional services. Existing clients also periodically purchase additional training, consulting and minor programming services.
Professional services revenue decreased 8% and 10% for the three and six months ended June 30, 2023, respectively, compared to the prior period, primarily attributed to lower revenues generated by the COVID pandemic-related rent relief services, which declined $13.1 million and $25.0 million, respectively, compared to prior period. The decline is partially offset by increased billable travel revenue as onsite services have increased post-pandemic.
Software licenses and royalties
The following table sets forth a comparison of our software licenses and royalties revenue for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
ES |  | $ | 9,479 |  |  | $ | 14,623 |  |  | $ | (5,144) |  |  | (35) | % |  | $ | 17,547 |  |  | $ | 30,728 |  |  | $ | (13,181) |  |  | (43) | %
PT |  | 300 |  |  | 386 |  |  | (86) |  |  | (22) |  |  | 2,362 |  |  | 787 |  |  | 1,575 |  |  | 200 |
Total software licenses and royalties revenue |  | $ | 9,779 |  |  | $ | 15,009 |  |  | $ | (5,230) |  |  | (35) | % |  | $ | 19,909 |  |  | $ | 31,515 |  |  | $ | (11,606) |  |  | (37) | %
Less: Revenue from recent acquisitions 1 |  | — |  |  | — |  |  | — |  |  |  |  | — |  |  | — |  |  | — |  |  |
Total software licenses and royalties revenue excluding acquisitions |  | $ | 9,779 |  |  | $ | 15,009 |  |  | $ | (5,230) |  |  | (35) | % |  | $ | 19,909 |  |  | $ | 31,515 |  |  | $ | (11,606) |  |  | (37) | %

Software licenses and royalties revenue decreased 35% and 37% for the three and six months ended June 30, 2023, respectively, compared to the prior period. The decrease is primarily attributed to the shift in the mix of new software contracts toward more subscription-based agreements compared to the prior period.
Although the mix of new contracts between subscription-based and perpetual license arrangements may vary from quarter to quarter and year to year, we expect the decline in software license revenues will accelerate as we continue to shift our model away from perpetual licenses to SaaS. Subscription-based arrangements result in lower software license revenue in the initial year as compared to perpetual software license arrangements but generate higher overall revenue over the term of the contract.
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1 Excludes the 2023 incremental impact as a result of not having the recent acquisition for a full fiscal year.
30

Cost of revenues and overall gross margin
The following table sets forth a comparison of the key components of our cost of revenues for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
Subscriptions, maintenance, and professional services |  | $ | 255,789 |  |  | $ | 250,168 |  |  | $ | 5,621 |  |  | 2 | % |  | $ | 508,204 |  |  | $ | 493,000 |  |  | $ | 15,204 |  |  | 3 | %
Software licenses and royalties |  | 2,432 |  |  | 1,547 |  |  | 885 |  |  | 57 |  |  | 4,745 |  |  | 2,992 |  |  | 1,753 |  |  | 59 |
Amortization of software development |  | 2,896 |  |  | 1,322 |  |  | 1,574 |  |  | 119 |  |  | 5,485 |  |  | 2,486 |  |  | 2,999 |  |  | 121 |
Amortization of acquired software |  | 8,924 |  |  | 14,039 |  |  | (5,115) |  |  | (36) |  |  | 17,844 |  |  | 27,260 |  |  | (9,416) |  |  | (35) |
Hardware and other |  | 11,061 |  |  | 8,161 |  |  | 2,900 |  |  | 36 |  |  | 16,841 |  |  | 13,188 |  |  | 3,653 |  |  | 28 |
Total cost of revenues |  | $ | 281,102 |  |  | $ | 275,237 |  |  | $ | 5,865 |  |  | 2 | % |  | $ | 553,119 |  |  | $ | 538,926 |  |  | $ | 14,193 |  |  | 3 | %

Subscriptions, maintenance, and professional services. Cost of subscriptions, maintenance and professional services primarily consist of personnel costs related to installation of our software, conversion of client data, training client personnel and support activities, including enhancing existing solutions, and various other services such as custom client development, on-going operation of SaaS, property appraisal outsourcing activities, digital government services, and other transaction-based services such as e-filing. Other costs included are interchange fees required to process credit/debit card transactions and bank fees to process automated clearinghouse transactions related to our payments business.
The cost of subscriptions, maintenance, and professional services for the three and six months ended June 30, 2023, increased $5.6 million or 2%, and $15.2 million or 3%, respectively, compared to the prior period. Excluding the 2023 incremental impact from recent acquisitions of $2.7 million and $7.1 million, respectively, for the three and six months ended June 30, 2023, cost of subscriptions, maintenance and professional services increased 1% and 2%, respectively, due to higher personnel costs, including costs related to onboarding new professional services employees who are not yet billable; and duplicate hosting costs as we transition from our proprietary data centers to the public cloud. Excluding employees from recent acquisitions, our professional services staff grew by 119 employees since June 30, 2022, as we increased hiring to ensure that we are well-positioned to deliver our current backlog and anticipated new business.
Software licenses and royalties. Costs of software licenses and royalties primarily consist of direct third party software costs. We do not have any direct costs associated with royalties.
The cost of software licenses and royalties for the three and six months ended June 30, 2023, increased $0.9 million or 57% and increased $1.8 million or 59%, respectively, compared to the prior period due to higher third party software costs.
Amortization of software development. Software development costs included in cost of revenues primarily consist of personnel costs. We begin to amortize capitalized costs when a product is available for general release to customers. Amortization expense is determined on a product-by-product basis at a rate not less than straight-line basis over the software’s remaining estimated economic life of, generally, three to five years.
For the three and six months ended June 30, 2023, amortization of software development costs increased $1.6 million or 119% and increased $3.0 million or 121%, respectively, compared to the prior period and is attributable to new capitalized software development projects going into service in the past year.
Amortization of acquired software. Amortization expense related to acquired software attributed to business combinations is included with cost of revenues. The estimated useful lives of other intangibles range from five to 10 years.
For the three and six months ended June 30, 2023, amortization of acquired software declined $5.1 million or 36% and $9.4 million or 35%, respectively, compared to the prior period due to assets becoming fully amortized in the fourth quarter 2022, offset by amortization of newly acquired software from recent acquisitions completed in fiscal year 2022.
31

The following table sets forth a comparison of overall gross margin for the periods presented as of June 30:

|  | Three Months Ended |  | Six Months Ended
|  | 2023 |  | 2022 |  | Change |  | 2023 |  | 2022 |  | Change
Overall gross margin |  | 44.3 | % |  | 41.3 | % |  | 3.0 | % |  | 43.3 | % |  | 41.7 | % |  | 1.6 | %

Overall Gross Margin. For the three and six months ended June 30, 2023, our overall gross margin increased 3.0% and 1.6%, respectively, compared to the prior period; excluding the 2023 incremental impact from recent acquisitions of $1.5 million and $2.8 million, overall gross margin was 44.4% and 43.5% for the three and six months ended June 30, 2023, respectively. The increase of 3.1% and 1.8% for the three and six months ended June 30, 2023, respectively, in overall gross margin compared to the prior period is due to growth in subscription revenues and the decline in low margin COVID-related revenues and related costs. Also contributing to the increase in overall gross margin is the decline in amortization of acquired software expense compared to the prior period. The margin increases are partially offset by lower revenue from software licenses and maintenance, duplicate hosting costs as we transition from our proprietary data centers to the public cloud, and higher personnel costs.
Sales and marketing expense
Sales and marketing expense (“S&M”) consists primarily of salaries, employee benefits, travel, share-based compensation expense, commissions and related overhead costs for sales and marketing employees, as well as professional fees, trade show activities, advertising costs and other marketing costs. The following table sets forth a comparison of our S&M expense for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
Sales and marketing expense |  | $ | 37,103 |  |  | $ | 31,881 |  |  | $ | 5,222 |  |  | 16 | % |  | $ | 74,206 |  |  | $ | 67,087 |  |  | $ | 7,119 |  |  | 11 | %

S&M as a percentage of revenues was 7.4% and 7.6% for the three and six months ended June 30, 2023, respectively, compared to 6.8% and 7.3% for the three and six months ended June 30, 2022, respectively. For the three and six months ended June 30, 2023, S&M expense increased approximately 16% and 11%, respectively, compared to the prior period and is primarily attributed to higher commission expense and bonus expense resulting from improved operating results compared to the prior period.
General and administrative expense
General and administrative (“G&A”) expense consists primarily of personnel salaries and share-based compensation expense for general corporate functions, including senior management, finance, accounting, legal, human resources and corporate development as well as third party professional fees, travel-related expenses, insurance, allocation of depreciation, facilities and IT support costs, amortization of software development for internal use, acquisition-related expenses and other administrative expenses. The following table sets forth a comparison of our G&A expense for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
General and administrative expense |  | $ | 77,681 |  |  | $ | 67,820 |  |  | $ | 9,861 |  |  | 15 | % |  | $ | 150,041 |  |  | $ | 130,509 |  |  | $ | 19,532 |  |  | 15 | %

G&A as a percentage of revenue was 15.4% for both the three and six months ended June 30, 2023, respectively, compared to 14.5% and 14.1% for the three and six months ended June 30, 2022, respectively. G&A expense increased approximately 15% for both the three and six month ended June 30, 2023, respectively, compared to the prior period. The increase in G&A is primarily attributed to increases in amortization of software development for internal use, increases in travel-related expenses and other administrative costs, higher personnel costs from increased employee headcount, increased costs of health benefits, higher bonus expense due to improved operating results, and increased share-based compensation expense due to a higher number of share-based awards issued in the current period. Our administrative staff grew by 13 employees since June 30, 2022. For the six months ended June 30, 2023, G&A expense also included $1.4 million related to lease restructuring and other asset write-offs.
32

Research and development expense
Research and development expense consists primarily of salaries, employee benefits and related overhead costs associated with new product development. Research and development expense consists mainly of costs associated with development of new products and technologies from which we do not currently generate significant revenue.
The following table sets forth a comparison of our research and development expense for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
Research and development expense |  | $ | 28,153 |  |  | $ | 23,386 |  |  | $ | 4,767 |  |  | 20 | % |  | $ | 55,139 |  |  | $ | 47,327 |  |  | $ | 7,812 |  |  | 17 | %

Research and development expense increased 20% and 17% for the three and six months ended June 30, 2023, respectively, compared to the prior period, mainly due to a number of new Tyler product development initiatives across our product suites, including increased investments in research and development at recently acquired businesses.
Amortization of other intangibles
Other intangibles are comprised of the excess of the purchase price over the fair value of net tangible assets acquired that are allocated to acquired software and customer related, trade name, and leases acquired intangibles. The remaining excess purchase price is allocated to goodwill that is not subject to amortization. Amortization expense related to acquired software is included with cost of revenues while amortization expense of customer related, trade name, and leases acquired intangibles is recorded as operating expense. The estimated useful lives of other intangibles range from one to 25 years. The following table sets forth a comparison of amortization of other intangibles for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
Amortization of other intangibles |  | $ | 18,366 |  |  | $ | 13,604 |  |  | $ | 4,762 |  |  | 35 | % |  | $ | 36,774 |  |  | $ | 28,318 |  |  | $ | 8,456 |  |  | 30 | %

For the three and six months ended June 30, 2023, respectively, amortization of other intangibles increased compared to the prior period due to the impact of intangibles added with recent acquisitions and the accelerated amortization of certain trade name intangibles due to branding changes in 2023.
Interest expense
The following table sets forth a comparison of our interest expense for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
Interest expense |  | $ | (6,387) |  |  | $ | (6,214) |  |  | $ | (173) |  |  | 3 | % |  | $ | (14,071) |  |  | $ | (11,018) |  |  | $ | (3,053) |  |  | 28 | %

Interest expense is comprised of interest expense and non-usage and other fees associated with our borrowings. The change in interest expense compared to the prior period is attributable to an increase in amortization expense related to debt issuance costs, resulting from our accelerated repayment of the term loans, coupled with an increase in interest rates compared to the prior period.
Other income, net
The following table sets forth a comparison of our other income, net, for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
Other income, net |  | $ | 643 |  |  | $ | 216 |  |  | $ | 427 |  |  | 198 | % |  | $ | 1,889 |  |  | $ | 581 |  |  | $ | 1,308 |  |  | 225 | %

Other income, net, is primarily comprised of interest income from invested cash. The change in other income, net, in the three and six months ended June 30, 2023, compared to the prior period is due to increased interest income generated from invested cash as a result of higher interest rates in 2023 compared to 2022.
33

Income tax provision
The following table sets forth a comparison of our income tax provision for the three and six months ended June 30 ($ in thousands):

|  | Three Months Ended |  | Change |  | Six Months Ended |  | Change
|  | 2023 |  | 2022 |  | $ |  | % |  | 2023 |  | 2022 |  | $ |  | %
Income tax (benefit) provision |  | $ | 7,000 |  |  | $ | 10,813 |  |  | $ | (3,813) |  |  | (35) | % |  | $ | 14,667 |  |  | $ | 22,258 |  |  | $ | (7,591) |  |  | (34)%
Effective income tax rate |  | 12.5 | % |  | 21.3 | % |  |  |  |  |  | 15.5 | % |  | 21.8 | % |  |  |  |

The decrease in the effective tax rate for the three and six months ended June 30, 2023, as compared to the prior periods, was principally driven by an increase in research tax credit benefits and excess tax benefits related to stock incentive awards, partially offset by an increase in liabilities for uncertain tax positions.
The effective income tax rates for the periods presented were different from the statutory United States federal income tax rate of 21% primarily due to research tax credits and excess tax benefits related to stock incentive awards, offset by state income taxes, liabilities for uncertain tax positions, and non-deductible business expenses.
FINANCIAL CONDITION AND LIQUIDITY
As of June 30, 2023, we had cash and cash equivalents of $118.8 million compared to $173.9 million at December 31, 2022. We also had $29.2 million invested in investment grade corporate bonds, municipal bonds and asset-backed securities as of June 30, 2023. These investments have varying maturity dates through 2027, and are held as available-for-sale. As of June 30, 2023, we had $275.0 million outstanding borrowings under our 2021 Credit Agreement and one outstanding letter of credit totaling $1.5 million in favor of a client contract. We believe our cash on hand, cash from operating activities, availability under our revolving line of credit, and access to the capital markets provide us with sufficient flexibility to meet our long-term financial needs.
The following table sets forth a summary of cash flows for the six months ended June 30:

|  | 2023 |  | 2022
Cash flows provided (used) by: |  |  |  |
Operating activities |  | $ | 55,525 |  |  | $ | 130,220 |
Investing activities |  | (492) |  |  | (110,378) |
Financing activities |  | (110,126) |  |  | (75,951) |
Net decrease in cash and cash equivalents |  | $ | (55,093) |  |  | $ | (56,109) |

Net cash provided by operating activities continues to be our primary source of funds to finance operating needs and capital expenditures. Other potential capital resources include cash on hand, public and private issuances of debt or equity securities, and bank borrowings. It is possible that our ability to access the capital and credit markets in the future may be limited by economic conditions or other factors. We currently believe that our cash on hand, cash provided by operating activities, and available credit are sufficient to fund our working capital requirements, capital expenditures, income tax obligations, and share repurchases for at least the next twelve months.
For the six months ended June 30, 2023, operating activities provided cash of $55.5 million. Operating activities that provided cash were primarily comprised of net income of $80.0 million, non-cash depreciation and amortization charges of $75.7 million, non-cash share-based compensation expense of $53.9 million and non-cash amortization of operating lease right-of-use assets of $6.6 million. Working capital, excluding cash, decreased approximately $161.2 million mainly due to the timing of higher tax payments and deferred taxes associated with IRC Section 174, higher accounts receivable from the maintenance billing cycles peaking in June, timing of bonuses payments, timing of prepaid expenses, and deferred taxes associated with stock option activity during the period. In general, changes in deferred revenue are cyclical and primarily driven by the timing of our maintenance renewal billings. Our renewal dates occur throughout the year, but our largest renewal billing cycles occur in the second and fourth quarters. In addition, subscription renewals are billed throughout the year.
Days sales outstanding (“DSO”) in accounts receivable were 112 days at June 30, 2023, compared to 115 days at December 31, 2022, and 115 days at June 30, 2022. DSO is calculated based on quarter-end accounts receivable divided by the quotient of annualized quarterly revenues divided by 360 days. The decrease in DSO compared to December 31, 2022 and June 30, 2022, is attributed to improved collection efforts and timing of receipts from our government partners.
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Investing activities used cash of approximately $492,000 in the six months ended June 30, 2023. We invested $10.6 million and received $37.1 million in proceeds from investment grade corporate bonds, municipal bonds and asset-backed securities with maturity dates ranging from 2023 through 2027. Approximately $18.8 million of software development costs were capitalized. Approximately $6.4 million was invested in property and equipment, including $3.0 million related to real estate. The remaining additions were for computer equipment and furniture and fixtures in support of growth, particularly as we transition from our proprietary data centers to the public cloud. We paid $1.9 million primarily related to a small acquisition completed during first quarter 2023.
Financing activities used cash of $110.1 million in the six months ended June 30, 2023, primarily attributable to repayment of $120.0 million of term debt, partially offset by payments received from stock option exercises, net of withheld shares for taxes upon vesting of equity awards and employee stock purchase plan activity.
In February 2019, our board of directors authorized the repurchase of 1.5 million shares of our common stock. The repurchase program, which was approved by our board of directors, was originally announced in October 2002 and was amended at various times from 2003 through 2019. As of July 26, 2023, we have authorization from our board of directors to repurchase up to 2.3 million additional shares of our common stock. Our share repurchase program allows us to repurchase shares at our discretion. Market conditions influence the timing of the buybacks and the number of shares repurchased, as well as the volume of employee stock option exercises. Share repurchases are generally funded using our existing cash balances and borrowings under our credit facility and may occur through open market purchases and transactions structured through investment banking institutions, privately negotiated transactions and/or other mechanisms. There is no expiration date specified for the authorization and we intend to repurchase stock from time to time.
As of June 30, 2023, we had $600.0 million in outstanding principal for the Convertible Senior Notes due 2026.
On January 28, 2023, we amended our 2021 Credit Agreement to replace the LIBOR reference rate with the Secured Overnight Financing Rate (“SOFR”) reference rate.
Under our amended 2021 Credit Agreement, we had $275 million in outstanding principal for the Term Loans, no outstanding borrowings under the 2021 Revolving Credit Facility, and an available borrowing capacity of $500 million as of June 30, 2023. As of June 30, 2023, we had one outstanding letter of credit totaling $1.5 million. The letter of credit, which guarantees our performance under a client contract, renews automatically annually unless canceled in writing and expires in the third quarter of 2026.
In the six months ended June 30, 2023, and 2022, respectively, we paid interest of $12.3 million and $5.7 million. See Note 8, "Debt," to the condensed consolidated financial statements for discussions of the Convertible Senior Notes and the 2021 Credit Agreement.
We paid income taxes, net of refunds received, of $92.9 million and $24.3 million in the six months ended June 30, 2023 and 2022, respectively. In the six months ended June 30, 2023, stock option exercise activity generated net tax benefits of $5.2 million and reduced tax payments accordingly, as compared to $4.7 million in the same period in 2022.
For tax years beginning on or after January 1, 2022, the Tax Cuts and Jobs Act of 2017 (“TCJA”) eliminates the option to currently deduct research and development expenses and requires taxpayers to capitalize and amortize them over five years for research activities performed in the United States and 15 years for research activities performed outside the United States pursuant to IRC Section 174. The requirement temporarily increases our U.S. federal and state cash tax payments and reduces cash flows in fiscal year 2023 and future years until the amortization deduction normalizes.
We anticipate that 2023 capital spending will be between $63 million and $65 million, including approximately $37 million of software development. We expect the majority of the other capital spending will consist of computer equipment and software for infrastructure replacements and expansion. We also expect cash tax payments to be higher as a result of IRC Section 174. Capital spending and cash tax payments are expected to be funded from existing cash balances and cash flows from operations.
From time to time we engage in discussions with potential acquisition candidates. In order to pursue such opportunities, which could require significant commitments of capital, we may be required to incur debt or to issue additional potentially dilutive securities in the future. No assurance can be given as to our future acquisition opportunities and how such opportunities will be financed.
We lease office facilities for use in our operations, as well as transportation and other equipment. Most of our leases are non-cancelable operating lease agreements and they expire from one to 11 years. Some of these leases include options to extend for up to six years.
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Other than the accelerated repayment of $120.0 million of the Term Loans under the amended 2021 Credit Agreement, there were no material changes to our future minimum contractual obligations since December 31, 2022, as previously disclosed in our Annual Report on Form 10-K filed with the SEC on February 22, 2023. Our estimated future obligations consist of debt, uncertain tax positions, leases, and purchase commitments as of June 30, 2023. Refer to Note 8, “Debt,” Note 12, “Income Tax,” Note 15, “Leases,” and Note 17, “Commitment and Contingencies,” to the condensed consolidated financial statements for related discussions.
ITEM 3. Quantitative and Qualitative Disclosures About Market Risk
Market risk represents the risk of loss that may affect us due to adverse changes in financial market prices and interest rates.
As of June 30, 2023, we had $275.0 million of outstanding borrowings under our amended 2021 Credit Agreement and available borrowing capacity under the 2021 Credit Agreement was $500.0 million.
In accordance with our amended 2021 Credit Agreement, the borrowings under the Revolving Credit Facility and the Term Loan A-1 bear interest, at the Company’s option, at a per annum rate of either (1) the Administrative Agent’s prime commercial lending rate (subject to certain higher rate determinations) (the “Base Rate”) plus a margin of 0.125% to 0.75% or (2) the one-, three-, six-, or, subject to approval by all lenders, twelve-month SOFR rate plus a margin of 1.125% to 1.75%. The Term Loan A-2 bears interest, at the Company’s option, at a per annum rate of either (1) the Base Rate plus a margin of 0% to 0.5% or (2) the one-, three-, six-, or, subject to approval by all lenders, twelve-month SOFR rate plus a margin of 0.875% to 1.5%.
During the six months ended June 30, 2023, the effective interest rate for our borrowings was 7.04%. Based on the aggregate outstanding principal balance under the 2021 Credit Agreement as of June 30, 2023, of $275.0 million, each quarter point change in interest rates would result in a $687,500 change in annual interest expense.
ITEM 4. Controls and Procedures
Evaluation of Disclosure Controls and Procedures
We maintain disclosure controls and procedures (as defined in Rule 13a-15(e) of the Securities Exchange Act) designed to provide reasonable assurance that the information required to be disclosed by us in the reports we file or submit under the Exchange Act is recorded, processed, summarized and reported within the time periods specified in the SEC’s rules and forms. These include controls and procedures designed to ensure that this information is accumulated and communicated to our management, including our chief executive officer and chief financial officer, as appropriate to allow timely decisions regarding required disclosures. Management, with the participation of the chief executive officer and chief financial officer, evaluated the effectiveness of our disclosure controls and procedures as of June 30, 2023. Based on this evaluation, the chief executive officer and chief financial officer have concluded that our disclosure controls and procedures were effective as of June 30, 2023.
Changes in Internal Control over Financial Reporting
During the three months ended June 30, 2023, there were no changes in our internal control over financial reporting, as defined in Securities Exchange Act Rule 13a-15(f), that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.
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Part II. OTHER INFORMATION
ITEM 1. Legal Proceedings
During the first quarter of 2022, we received a notice of termination for convenience under a contractual arrangement with a state government client. Upon receipt of the termination notice, we ceased performing services under the contractual arrangement and sought payment of contractually owed fees of approximately $15 million in connection with the termination for convenience.
The client was unresponsive to our outreach for several months. On August 23, 2022, we filed a lawsuit to enforce our rights and remedies under the applicable contractual arrangement, and since then have been engaged directly with the client on payment resolution. Although we believe our products and services were delivered in accordance with the terms of our contract and that we are entitled to payment in connection with the termination for convenience, at this time the matter remains unresolved. We can provide no assurances that we will not incur additional costs as we pursue our rights and remedies under the contract.
ITEM 1A. Risk Factors
In addition to the other information set forth in this report, one should carefully consider the discussion of various risks and uncertainties contained in Part I, “Item 1A. Risk Factors” in our 2022 Annual Report on Form 10-K. We believe those risk factors are the most relevant to our business and could cause our results to differ materially from the forward-looking statements made by us. Please note, however, that those are not the only risk factors facing us. Additional risks that we do not consider material, or of which we are not currently aware, may also have an adverse impact on us. Our business, financial condition and results of operations could be seriously harmed if any of these risks or uncertainties actually occurs or materializes. In that event, the market price for our common stock could decline, and our shareholders may lose all or part of their investment. During the six months ended June 30, 2023, there were no material changes in the information regarding risk factors contained in our Annual Report on Form 10-K for the year ended December 31, 2022.
ITEM 2. Unregistered Sales of Equity Securities and Use of Proceeds
None
ITEM 3. Defaults Upon Senior Securities
None
ITEM 4. Submission of Matters to a Vote of Security Holders
None
ITEM 5. Other Information
(a) Frequency of Advisory Vote on Executive Compensation
At our 2023 annual meeting of stockholders, our stockholders voted on, among other matters, a proposal regarding the frequency of future advisory votes on executive compensation. As previously reported, our board of directors views an annual advisory vote on executive compensation as the most appropriate option, and more than 90 percent of the votes cast on the frequency proposal supported our board’s recommendation to hold an advisory vote to approve executive compensation on an annual basis. Accordingly, our board of directors has determined that we will hold an annual advisory vote to approve executive compensation.
(b) Trading Plans
None
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ITEM 6. Exhibits

Exhibit 3.1 |  | Amended and Restated By-Laws of Tyler Technologies Inc., dated May 11, 2023, (filed as Exhibit 3.1 to our Form 8-K dated May 15, 2023, and incorporated by reference herein). |
Exhibit 10.1* |  | Revised Insider Trading Policy of Tyler Technologies, Inc., dated July 20, 2023,(filed as exhibit 10.1 to our Form 10-Q dated July 26, 2023, and incorporated by reference herein). |
Exhibit 31.1 |  | Certification Pursuant to Section 302 of the Sarbanes-Oxley Act of 2002 |
Exhibit 31.2 |  | Certification Pursuant to Section 302 of the Sarbanes-Oxley Act of 2002 |
Exhibit 32.1 |  | Certifications Pursuant Certifications Pursuant to 18 U.S.C. Section 1350, as adopted Pursuant to Section 906 of the Sarbanes-Oxley Act of 2002 |
Exhibit 101.INS |  | Inline XBRL Instance Document - the Instance Document does not appear in the interactive data file because its XBRL tags, including Cover Page XBRL tags, are embedded within the Inline XBRL Document. |
Exhibit 101.SCH |  | Inline XBRL Taxonomy Extension Schema Document. |
Exhibit 101.CAL |  | Inline XBRL Taxonomy Extension Calculation Linkbase Document. |
Exhibit 101.LAB |  | Inline XBRL Extension Labels Linkbase Document. |
Exhibit 101.DEF |  | Inline XBRL Taxonomy Extension Definition Linkbase Document. |
Exhibit 101.PRE |  | Inline XBRL Taxonomy Extension Presentation Linkbase Document. |
Exhibit 104 |  | Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101). |

*File herewith
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SIGNATURES
Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.

| TYLER TECHNOLOGIES, INC.
By: | /s/ Brian K. Miller
| Brian K. Miller
| Executive Vice President and Chief Financial Officer
| (principal financial officer and an authorized signatory)

Date: July 26, 2023
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