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Earnings release · 8-K Exhibit 99

Tyler Technologies · Earnings release · 8-K Exhibit 99

TYL · Information Technology

Filed 2026-07-29 · CY2026 Q3 · Company’s FY2026 Q3 · 3,735 words

Read the original on sec.gov ↗

Palanor summary

Tyler Technologies reported Q2 2026 results with total revenue up 8.2% to $645.1 million. SaaS revenue grew 21.7%, marking the 22nd consecutive quarter of at least 20% growth. Free cash flow increased 34.7% to $118.5 million. The company announced a new $1.5 billion share repurchase authorization and provided full-year 2026 revenue guidance of $2.535 billion to $2.575 billion.

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EX-99.12a991earningsrelease-6302026.htmEX-99.1 Document

Tyler Technologies Reports Earnings for Second Quarter 2026 and Announces New $1.5 Billion Share Repurchase Program

•SaaS revenues grew 21.7% and SaaS bookings reached a new quarterly high

•Expanded repurchase authorization reflects long-term confidence

PLANO, Texas – July 29, 2026 – Tyler Technologies, Inc. (NYSE: TYL), a large-cap growth and value S&P 500 company, today announced financial results for the second quarter ended June 30, 2026.

"Our second quarter results reflect strong execution and performance across our key financial and operational measures, highlighted by solid recurring revenue growth and a record second quarter for free cash flow," said Lynn Moore, Tyler's executive chair, president and chief executive officer. "T1SaaS revenues accelerated 21.7%, marking 22 consecutive quarters of 20% or greater SaaS growth. T2Public sector demand remains healthy, reflecting sustained modernization priorities for the public sector that translated into record SaaS and total bookings. Our raised 2030 financial targets, announced at our June Investor Day, reflect our continued strong execution and confidence in achieving our long-term vision. T3Our share repurchase program highlights that confidence, as we have repurchased 5.6% of our outstanding shares year-to-date and recently expanded our share repurchase authorization by an additional $1.5 billion," concluded Moore.

Second Quarter 2026 Financial Highlights (all comparisons are to the second quarter of 2025):

Revenues

•Total revenues were $645.1 million, up 8.2%.

•Recurring revenues were $559.5 million, up 8.2%, and comprised 86.7% of total revenues.

•Subscription revenues were $453.7 million, up 12.0%.

◦SaaS revenues grew 21.7% to $230.6 million.

◦Transaction revenues grew 3.5% to $223.1 million.

•T4Annualized recurring revenue (ARR) was $2.24 billion, up 8.2%.

Earnings/EBITDA

•GAAP operating income was $95.1 million. Non-GAAP operating income was $165.7 million, up 4.8%.

•GAAP net income was $93.5 million, or $2.23 per diluted share, up 10.5%. Non-GAAP net income was $129.0 million, or $3.08 per diluted share, up 0.9%.

•Adjusted EBITDA was $176.4 million, up 4.3%.

Cash Flow

•Cash flows from operations were $124.4 million, up 26.5%.

•T5Free cash flow was $118.5 million, up 34.7%.

Tyler Technologies Reports Earnings

for Second Quarter 2026

July 29, 2026

Page 2

"We delivered strong top and bottom-line results for the second quarter highlighted by solid recurring revenue growth and free cash flow of $118.5 million, up nearly 35%, and a record for a second quarter," said Brian Miller, Tyler's executive vice president and chief financial officer. "During the quarter, we strategically deployed significant capital through the acquisition of For the Record for $213 million in cash and the use of $505 million for share repurchases. T6We strengthened our balance sheet through our highly successful $1.4 billion convertible debt offering in May and ended the quarter with more than $1 billion in cash and investments, providing substantial financial flexibility to support our growth initiatives while continuing to return value to shareholders," concluded Miller.

Additionally, on July 24, 2026, Tyler’s Board of Directors approved a share repurchase plan with authorization to purchase up to $1.5 billion of our Class A Common Stock, effective immediately (the “Repurchase Plan”). The Repurchase Plan underscores our ongoing confidence in Tyler’s business, strategic objectives, and long-term opportunities. It also reflects the view that Tyler’s shares continue to be undervalued. Our consistently durable free cash flow generation has allowed us to opportunistically return capital to shareholders, especially in periods of undervaluation, while also investing for sustained growth.

The Repurchase Plan replaces and supersedes any previous authorizations, except that, for the avoidance of doubt, we may continue to repurchase any amounts not yet repurchased under previous authorizations. Repurchases may be made in the open market or otherwise in such quantities, at such prices, in such manner and on such terms and conditions as management determines are in the best interests of the company. We may also, from time to time, enter into Rule 10b5-1 plans to facilitate repurchases of its shares under this authorization.

The Repurchase Plan does not have a fixed expiration date, does not obligate us to acquire any particular amount of Class A Common Stock, and may be modified, suspended, or terminated at any time. The Repurchase Plan shall be made in accordance with all applicable laws and regulations in effect from time to time. As of July 29, 2026, we have remaining authorization from our Board of Directors to repurchase up to approximately $1.745 billion of our common stock.

Recent Business Highlights

•On April 14, T7we completed the acquisition of For The Record for approximately $212.7 million in cash. T8For The Record represents our third largest acquisition to date and enhances our justice portfolio by bringing advanced legal-grade speech-to-text and real-time, multilingual transcription technology powered by AI.

•On May 14, we completed a $1.4 billion offering of 0.50% convertible senior notes due in 2031. In connection with the offering, we entered into capped call transactions, which increased the initial effective conversion price to $655.77. Net proceeds from the offering, after capped call and other transaction fees were $1.2 billion.

•On May 28, we entered into a new 5-year $1.0 billion unsecured revolving credit facility, replacing our previous $700 million facility.

•We repurchased 1,622,762 shares of our common stock during the quarter for approximately $505 million under our previously announced repurchase authorization.

Tyler Technologies Reports Earnings

for Second Quarter 2026

July 29, 2026

Page 3

Financial Outlook for 2026

As of July 29, 2026, Tyler Technologies is providing the following guidance for the full year 2026:

Guidance for 2026

Range

G1Total revenues

$2.535 billion to $2.575 billion

G2Non-GAAP diluted earnings per share

$12.95 to $13.20

G3Free cash flow margin

26% to 28%

G4Research and development expense

$245 million to $250 million

G5Capital expenditures

$18 million to $20 million

G6Capitalized software development costs included in capex

$6 million

G7Net interest income

$19 million to $21 million

Tyler Technologies has not reconciled forward-looking full-year non-GAAP financial measures to their most directly comparable GAAP measures, as permitted by item 10(e)(1)(i)(B) of Regulation S-K. Such reconciliations would require unreasonable efforts at this time to estimate and quantify with a reasonable degree of certainty various necessary GAAP components, including for example those related to stock-based compensation, acquisition transactions, tax items or others that may arise during the year. These components and other factors could materially impact the amount of the future directly comparable GAAP measures, which may differ significantly from their non-GAAP counterparts.

Conference Call

Prepared remarks, the quarterly earnings presentation providing additional information and analysis, and supplemental materials can be found at the Financials section of Tyler's investor relations website. Tyler Technologies will hold a Q&A conference call on Thursday, July 30, 2026, at 8:30 a.m. ET. Participants can pre-register for the teleconference here. Alternatively, participants can join the teleconference by dialing 833-461-5787 with the meeting ID 411 755 212.

The live audio webcast and archived replay can also be accessed at the Events & Presentations section of Tyler's investor relations website.

About Tyler Technologies, Inc.

Tyler Technologies (NYSE: TYL) is a leading provider of technology solutions purpose-built exclusively for the public sector. Tyler’s end-to-end solutions empower local, state, and federal government entities to operate efficiently and transparently with residents and each other. By connecting data and processes across disparate systems, Tyler’s solutions strengthen the core operations of government and help agencies turn insight into action for their communities. With more than 50,000 installations across 16,000 client locations, Tyler serves clients in all 50 states, Canada, the Caribbean, Australia, and other international locations. Tyler has been recognized numerous times for growth and innovation, including on Government Technology’s GovTech 100 list. More information about Tyler Technologies, an S&P 500 company headquartered in Plano, Texas, can be found at tylertech.com.

Tyler Technologies Reports Earnings

for Second Quarter 2026

July 29, 2026

Page 4

Non-GAAP Financial Measures

Tyler Technologies has provided in this press release financial measures that have not been prepared in accordance with generally accepted accounting principles (GAAP) and are therefore considered non-GAAP financial measures. This information includes non-GAAP gross profit, non-GAAP gross margin, non-GAAP operating income, non-GAAP operating margin, non-GAAP net income, non-GAAP earnings per diluted share, EBITDA, adjusted EBITDA, free cash flow, and free cash flow margin. We use these non-GAAP financial measures internally in analyzing our financial results and believe they are useful to investors, as a supplement to GAAP measures, in evaluating Tyler’s ongoing operational performance because they provide additional insight in comparing results from period to period while isolating the effects of some items that vary from period to period without correlation to core operating performance.

Tyler believes the use of these non-GAAP financial measures provides an additional tool for investors to use in evaluating ongoing operating results and trends and in comparing our financial results with other companies in our industry, many of which present similar non-GAAP financial measures. EBITDA is net income before interest expense, other income, income taxes, depreciation, and amortization. Non-GAAP and adjusted financial measures discussed above exclude share-based compensation expense, employer portion of payroll taxes on employee stock transactions, expenses associated with amortization of intangibles arising from business combinations, acquisition-related expenses, restructuring costs and other, gain on remeasurement of equity investment, and non-recurring items in other income, net. Annualized recurring revenue (ARR) is calculated by annualizing the current quarter's recurring revenues from subscriptions and maintenance.

Tyler currently uses a non-GAAP tax rate of 23.0%. This rate is based on Tyler's estimated annual GAAP income tax rate forecast, adjusted to account for items excluded from GAAP income in calculating Tyler's non-GAAP income, as well as significant non-recurring tax adjustments. The non-GAAP tax rate used in future periods will be reviewed periodically to determine whether it remains appropriate in consideration of factors including Tyler's periodic annual effective tax rate calculated in accordance with GAAP, changes resulting from tax legislation, changes in the geographic mix of revenues and expenses, and other factors deemed significant. Due to differences in tax treatment of items excluded from non-GAAP earnings, as well as the methodology applied to Tyler's estimated annual tax rate as described above, the estimated tax rate on non-GAAP income may differ from the GAAP tax rate and from Tyler's actual tax liabilities.

Non-GAAP financial measures should be considered in addition to, and not as a substitute for, or superior to, financial information prepared in accordance with GAAP. The non-GAAP measures used by Tyler Technologies may be different from non-GAAP measures used by other companies. Investors are encouraged to review the reconciliation of these non-GAAP measures to their most directly comparable GAAP financial measures, which has been provided in the financial statement tables included below in this press release.

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

Tyler Technologies Reports Earnings

for Second Quarter 2026

July 29, 2026

Page 5

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, including local, state and federal government agencies, that could negatively impact information technology spending; (2) disruption to our business and harm to our competitive position resulting from cyber-attacks, evolving use of artificial intelligence (“AI”), security vulnerabilities and software updates, or changes in our ability to access third-party software and services; (3) our ability to protect client information from security breaches or misuse through AI and to 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 actively monitor developments in AI regulation and ethical standards as we expect that future changes in the regulatory landscape may affect our product development timelines, compliance costs, and market opportunities related to AI; (7) 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; (8) general economic, political and market conditions, including inflation and changes in interest rates; (9) technological and market risks associated with the development of new technologies, products or services or of new versions of existing or acquired products or services; (10) 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; (11) the ability to attract and retain qualified personnel and dealing with rising labor costs, the loss or retirement of key members of management or other key personnel; and (12) costs of compliance and any failure to comply with government and stock exchange regulations.

These factors and other risks that affect our business are described in our filings with the Securities and Exchange Commission, including the detailed “Risk Factors” contained in our most recent annual report on Form 10-K and quarterly report on Form 10-Q. We expressly disclaim any obligation to publicly update or revise our forward-looking statements.

(Comparative results follow)

Contact: Hala Elsherbini

Senior Director, Investor Relations

Tyler Technologies, Inc.

972-713-3770

hala.elsherbini@tylertech.com

Source: Tyler Technologies

#TYL_Financial

26-32

TYLER TECHNOLOGIES, INC.

CONDENSED CONSOLIDATED STATEMENTS OF INCOME

(Amounts in thousands, except per share data)

(Unaudited)

Three months ended June 30,

Six months ended June 30,

2026

2025

2026

2025

Revenues:

Subscriptions

$

453,724

$

405,075

$

883,469

$

780,064

Maintenance

105,810

112,123

214,684

224,924

Professional services

63,166

58,612

123,973

122,662

Other

22,396

20,307

36,473

33,632

Total revenues

645,096

596,117

1,258,599

1,161,282

Cost of revenues:

Subscriptions, maintenance, and professional services

306,783

292,595

600,330

570,648

Amortization of software development

5,579

5,505

11,203

10,884

Amortization of acquired software

8,532

9,319

17,516

18,613

Other

17,145

15,514

26,059

20,872

Total cost of revenues

338,039

322,933

655,108

621,017

Gross profit

307,057

273,184

603,491

540,265

Sales and marketing expense

39,851

36,312

78,648

72,785

General and administrative expense

93,733

76,601

177,698

156,053

Research and development expense

62,832

50,842

122,559

98,686

Amortization of other intangibles

15,546

13,833

29,679

27,972

Operating income

95,095

95,596

194,907

184,769

Interest expense

(2,974)

(1,262)

(4,040)

(2,508)

Gain on remeasurement of equity investment

25,048

—

25,048

—

Other income, net

3,462

8,179

11,138

15,542

Income before income taxes

120,631

102,513

227,053

197,803

Income tax provision

27,119

17,886

52,361

32,124

Net income

$

93,512

$

84,627

$

174,692

$

165,679

Earnings per common share:

Basic

$

2.25

$

1.96

$

4.20

$

3.84

Diluted

$

2.23

$

1.93

$

4.17

$

3.76

Weighted average common shares outstanding:

Basic

41,619

43,163

41,564

43,174

Diluted

41,854

43,929

41,853

44,016

TYLER TECHNOLOGIES, INC.

RECONCILIATION OF GAAP TO NON-GAAP FINANCIAL MEASURES

(Amounts in thousands, except per share data)

(Unaudited)

Three months ended June 30,

Six months ended June 30,

Reconciliation of non-GAAP gross profit and margin

2026

2025

2026

2025

GAAP gross profit

$

307,057

$

273,184

$

603,491

$

540,265

Non-GAAP adjustments:

Add: Share-based compensation expense included in cost of

revenues

9,504

8,891

18,978

17,605

Add: Amortization of acquired software

8,532

9,319

17,516

18,613

Non-GAAP gross profit

$

325,093

$

291,394

$

639,985

$

576,483

GAAP gross margin

47.6

%

45.8

%

47.9

%

46.5

%

Non-GAAP gross margin

50.4

%

48.9

%

50.8

%

49.6

%

Three months ended June 30,

Six months ended June 30,

Reconciliation of non-GAAP operating income and margin

2026

2025

2026

2025

GAAP operating income

$

95,095

$

95,596

$

194,907

$

184,769

Non-GAAP adjustments:

Add: Share-based compensation expense

43,662

38,302

80,821

75,962

Add: Employer portion of payroll tax related to employee stock

transactions

437

1,055

1,229

2,119

Add: Acquisition-related costs

2,087

—

2,311

33

Add: Restructuring costs and other

326

24

5,815

48

Add: Amortization of acquired software

8,532

9,319

17,516

18,613

Add: Amortization of other intangibles

15,546

13,833

29,679

27,972

Non-GAAP adjustments subtotal

70,590

62,533

137,371

124,747

Non-GAAP operating income

$

165,685

$

158,129

$

332,278

$

309,516

GAAP operating margin

14.7

%

16.0

%

15.5

%

15.9

%

Non-GAAP operating margin

25.7

%

26.5

%

26.4

%

26.7

%

TYLER TECHNOLOGIES, INC.

RECONCILIATION OF GAAP TO NON-GAAP FINANCIAL MEASURES

(Amounts in thousands, except per share data)

(Unaudited)

Three months ended June 30,

Six months ended June 30,

Reconciliation of non-GAAP net income and earnings per share

2026

2025

2026

2025

GAAP net income

$

93,512

$

84,627

$

174,692

$

165,679

Non-GAAP adjustments:

Add: Total non-GAAP adjustments to operating income

70,590

62,533

137,371

124,747

Less: Gain on remeasurement of equity investment

(25,048)

—

(25,048)

—

Add: Non-recurring items in other income, net

1,406

—

1,406

—

Less: Income tax impact

(11,424)

(19,249)

(26,019)

(40,450)

Non-GAAP net income

$

129,036

$

127,911

$

262,402

$

249,976

GAAP earnings per diluted share

$

2.23

$

1.93

$

4.17

$

3.76

Non-GAAP earnings per diluted share

$

3.08

$

2.91

$

6.27

$

5.68

Three months ended June 30,

Six months ended June 30,

Detail of share-based compensation expense

2026

2025

2026

2025

Cost of revenues

$

9,504

$

8,891

$

18,978

$

17,605

Operating expenses

34,158

29,411

61,843

58,357

Total share-based compensation expense

$

43,662

$

38,302

$

80,821

$

75,962

Three months ended June 30,

Six months ended June 30,

Reconciliation of EBITDA and adjusted EBITDA

2026

2025

2026

2025

GAAP net income

$

93,512

$

84,627

$

174,692

$

165,679

Amortization of other intangibles

15,546

13,833

29,679

27,972

Depreciation and amortization included in cost of revenues, sales and marketing expense, general and administrative expense, and research and development expense

19,295

20,322

39,018

40,531

Interest expense

2,974

1,262

4,040

2,508

Gain on remeasurement of equity investment

(25,048)

—

(25,048)

—

Other income, net

(3,462)

(8,179)

(11,138)

(15,542)

Income tax provision

27,119

17,886

52,361

32,124

EBITDA

$

129,936

$

129,751

$

263,604

$

253,272

Share-based compensation expense

43,662

38,302

80,821

75,962

Acquisition-related costs

2,087

—

2,311

33

Employer portion of payroll tax related to employee stock transactions

437

1,055

1,229

2,119

Lease restructuring costs and other

326

24

5,815

48

Adjusted EBITDA

$

176,448

$

169,132

$

353,780

$

331,434

TYLER TECHNOLOGIES, INC.

RECONCILIATION OF GAAP TO NON-GAAP FINANCIAL MEASURES

(Amounts in thousands, except per share data)

(Unaudited)

Three months ended June 30,

Six months ended June 30,

Reconciliation of free cash flow

2026

2025

2026

2025

Net cash provided by operating activities

$

124,411

$

98,311

$

231,673

$

154,469

Less: additions to property and equipment

(5,051)

(5,487)

(8,288)

(7,822)

Less: investment in software development

(845)

(4,850)

(2,105)

(10,400)

Free cash flow

$

118,515

$

87,974

$

221,280

$

136,247

Free cash flow margin

18.4

%

14.8

%

17.6

%

11.7

%

TYLER TECHNOLOGIES, INC.

CONDENSED CONSOLIDATED BALANCE SHEETS

(Amounts in thousands)

(Unaudited)

June 30, 2026

December 31, 2025

ASSETS

Current assets:

Cash and cash equivalents

$

895,353

$

1,015,400

Accounts receivable, net

724,866

638,798

Short-term investments

74,682

81,800

Prepaid expenses and other current assets

98,416

84,142

Income tax receivable

23,805

23,748

Total current assets

1,817,122

1,843,888

Accounts receivable, long-term portion

10,420

5,968

Operating lease right-of-use assets

38,374

35,602

Property and equipment, net

159,462

160,355

Other assets:

Software development costs, net

53,642

68,371

Goodwill

2,754,742

2,590,013

Other intangibles, net

846,206

780,414

Non-current investments

45,232

60,698

Other non-current assets

88,376

93,599

Total assets

$

5,813,576

$

5,638,908

LIABILITIES AND SHAREHOLDERS' EQUITY

Current liabilities:

Accounts payable and accrued liabilities

$

360,920

$

365,346

Operating lease liabilities

11,221

9,598

Deferred revenue

797,435

780,838

Current portion of convertible senior notes due 2026, net

—

599,663

Total current liabilities

1,169,576

1,755,445

Convertible senior notes due 2031, net

1,408,691

—

Deferred revenue, long-term

19,486

20,988

Deferred income taxes

108,624

95,063

Operating lease liabilities, long-term

35,118

33,347

Other long-term liabilities

34,850

31,276

Total liabilities

2,776,345

1,936,119

Shareholders' equity

$

3,037,231

$

3,702,789

Total liabilities and shareholders' equity

$

5,813,576

$

5,638,908

TYLER TECHNOLOGIES, INC.

CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS

(Amounts in thousands)

(Unaudited)

Three months ended June 30,

Six months ended June 30,

2026

2025

2026

2025

Cash flows from operating activities:

Net income

$

93,512

$

84,627

$

174,692

$

165,679

Adjustments to reconcile net income to cash

provided by operations:

Depreciation and amortization

35,812

34,322

74,761

68,943

Gains from sale of investments

(1)

(1)

(4)

—

Share-based compensation expense

43,662

38,302

80,821

75,962

Operating lease right-of-use assets expense

3,569

2,572

5,892

4,860

Deferred income tax benefit

17,653

—

31,866

(11,080)

Gain on remeasurement of equity investment

(25,048)

—

(25,048)

—

Other

33

39

33

39

Changes in operating assets and liabilities,

exclusive of effects of acquired companies

(44,781)

(61,550)

(111,340)

(149,934)

Net cash provided by operating activities

124,411

98,311

231,673

154,469

Cash flows from investing activities:

Additions to property and equipment

(5,051)

(5,487)

(8,288)

(7,822)

Purchase of marketable security investments

(50,123)

(35,293)

(51,481)

(107,286)

Proceeds and maturities from marketable security investments

11,902

32,528

73,760

34,284

Investment in software development

(845)

(4,850)

(2,105)

(10,400)

Cost of acquisitions, net of cash acquired

(214,271)

(206)

(214,291)

(18,230)

Other

21

549

13

526

Net cash used by investing activities

(258,367)

(12,759)

(202,392)

(108,928)

Cash flows from financing activities:

Repayment of convertible senior notes due 2026

—

—

(600,000)

—

Proceeds from issuance of convertible senior notes due 2031

1,437,500

—

1,437,500

—

Purchase of capped call transactions

(187,163)

—

(187,163)

—

Payment of debt issuance costs

(31,704)

—

(31,704)

—

Purchase of treasury shares

(504,942)

(1,605)

(755,005)

(1,605)

Payment of employee taxes paid for withheld shares upon equity award settlement, net of proceeds from exercise of stock options

(5,769)

(4,681)

(22,134)

(3,155)

Contributions from employee stock purchase plan

5,377

5,352

9,178

9,322

Other

—

(2,900)

—

(7,377)

Net cash provided (used) by financing activities

713,299

(3,834)

(149,328)

(2,815)

Net increase (decrease) in cash and cash equivalents

579,343

81,718

(120,047)

42,726

Cash and cash equivalents at beginning of period

316,010

705,729

1,015,400

744,721

Cash and cash equivalents at end of period

$

895,353

$

787,447

$

895,353

$

787,447

Mentions · how they’re counted

CategoryUnderlinedWord counterModel’s count
AI

AI, artificial intelligence, generative AI, machine learning, large language model, LLM

663
Layoffs

layoffs, RIF, headcount reduction, workforce optimization, restructuring

3—0
Recession

recession, downturn, contraction, slowdown

000
Tariffs

tariff, trade war, trade barriers, trade restrictions, trade policy

000
Buybacks

share repurchase, buyback program

5—4

Underlines use the same word lists the scores use. AI, recession and tariffs follow Palanor’s word counter, so those counts match it exactly on the same text. Layoffs and buybacks use the terms the model was given. The model’s count is an estimate by meaning, not by string, so it can differ from the underlines.

Source: SEC EDGAR · public domain · Highlights by Palanor