PDF Solutions 10Q 2024 Q1 Quarterly report

PDF Solutions (PDFS) 10-Q2024 Q1 Quarterly report

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UNITED STATES SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

FORM 10-Q


☑	QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

	For the Quarterly Period ended March 31, 2024


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

	For the transition period from _______________ to ______________

Commission File Number 000-31311

PDF SOLUTIONS, INC.

(Exact name of Registrant as Specified in its Charter)


Delaware	25-1701361
(State or Other Jurisdiction of Incorporation or Organization)	(I.R.S. Employer Identification No.)

2858 De La Cruz Blvd.
Santa Clara, California	95050
(Address of Principal Executive Offices)	(Zip Code)

(408) 280-7900

(Registrant’s Telephone Number, Including Area Code)

Securities registered pursuant to Section 12(b) of the Act:


Title of each class	Trading Symbol(s)	Name of each exchange on which registered
Common Stock, $0.00015 par value	PDFS	The Nasdaq Stock Market LLC

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 (§232.405 of this chapter) 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, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company” and “emerging growth company” in Rule 12b-2 of the Exchange Act.


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 Exchange Act). Yes ☐ No ☑

There were 38,403,665 shares of the Registrant’s Common Stock outstanding as of May 3, 2024.

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TABLE OF CONTENTS


		Page
PART I FINANCIAL INFORMATION
Item 1. Financial Statements (Unaudited)
Condensed Consolidated Balance Sheets		3
Condensed Consolidated Statements of Comprehensive Income (Loss)		4
Condensed Consolidated Statements of Stockholders’ Equity		5
Condensed Consolidated Statements of Cash Flows		6
Notes to Condensed Consolidated Financial Statements		8
Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations		28
Item 3. Quantitative and Qualitative Disclosures About Market Risk		41
Item 4. Controls and Procedures		42
PART II OTHER INFORMATION
Item 1. Legal Proceedings		42
Item 1A. Risk Factors		42
Item 2. Unregistered Sales of Equity Securities and Use of Proceeds		42
Item 3. Defaults Upon Senior Securities		43
Item 4. Mine Safety Disclosures		43
Item 5. Other Information		43
Item 6. Exhibits		44
INDEX TO EXHIBITS		44
SIGNATURES		45

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PART I — FINANCIAL INFORMATION

Item 1. Financial Statements

PDF SOLUTIONS, INC.

CONDENSED CONSOLIDATED BALANCE SHEETS

(Unaudited)

(in thousands, except par value)


	March 31,		December 31,
	2024		2023
ASSETS
Current assets:
Cash and cash equivalents	$	85,256	$	98,978
Short-term investments		37,628		36,544
Accounts receivable, net of allowance for credit losses of $890 as of March 31, 2024 and December 31, 2023		47,267		44,904
Prepaid expenses and other current assets		17,165		17,422
Total current assets		187,316		197,848
Property and equipment, net		36,088		37,338
Operating lease right-of-use assets, net		4,742		4,926
Goodwill		15,003		15,029
Intangible assets, net		14,747		15,620
Deferred tax assets, net		145		157
Other non-current assets		28,782		19,218
Total assets	$	286,823	$	290,136

LIABILITIES AND STOCKHOLDERS’ EQUITY
Current liabilities:
Accounts payable	$	5,729	$	2,561
Accrued compensation and related benefits		9,491		14,800
Accrued and other current liabilities		4,963		4,633
Operating lease liabilities – current portion		1,625		1,529
Deferred revenues – current portion		27,643		25,750
Billings in excess of recognized revenues		2,345		1,570
Total current liabilities		51,796		50,843
Long-term income taxes		2,980		2,972
Non-current portion of operating lease liabilities		4,363		4,657
Other non-current liabilities		2,271		2,718
Total liabilities		61,410		61,190
Commitments and contingencies (Note 11)
Stockholders’ equity:
Preferred stock, $0.00015 par value, 5,000 shares authorized, no shares issued and outstanding		—		—
Common stock, $0.00015 par value, 70,000 shares authorized; shares issued 50,173 and 49,749, respectively; shares outstanding 38,393 and 38,289, respectively		6		6
Additional paid-in capital		481,390		473,295
Treasury stock at cost, 11,780 and 11,460 shares, respectively		(154,616)		(143,923)
Accumulated deficit		(98,438)		(98,045)
Accumulated other comprehensive loss		(2,929)		(2,387)
Total stockholders’ equity		225,413		228,946
Total liabilities and stockholders’ equity	$	286,823	$	290,136

See accompanying Notes to Condensed Consolidated Financial Statements (Unaudited)

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PDF SOLUTIONS, INC.

CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME (LOSS)

(Unaudited)

(in thousands, except per share amounts)


	Three Months Ended March 31,
	2024		2023
Revenues:
Analytics	$	38,463	$	36,326
Integrated Yield Ramp		2,847		4,433
Total revenues		41,310		40,759

Costs and Expenses:
Costs of revenues		13,529		11,904
Research and development		12,984		13,051
Selling, general, and administrative		16,498		15,645
Amortization of acquired intangible assets		259		325
Interest and other expense (income), net		(1,692)		(911)
Income (loss) before income tax expense		(268)		745
Income tax expense		(125)		(390)
Net income (loss)		(393)		355

Other comprehensive income (loss):
Foreign currency translation adjustments, net of tax		(522)		260
Change in unrealized gain (loss) related to available-for-sale debt securities, net of tax		(20)		7
Total other comprehensive income (loss)		(542)		267
Comprehensive income (loss)	$	(935)	$	622

Net income (loss) per share:
Basic	$	(0.01)	$	0.01
Diluted	$	(0.01)	$	0.01

Weighted average common shares used to calculate net income (loss) per share:
Basic		38,500		37,737
Diluted		38,500		38,859

See accompanying Notes to Condensed Consolidated Financial Statements (Unaudited)

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PDF SOLUTIONS, INC.

CONDENSED CONSOLIDATED STATEMENTS OF STOCKHOLDERS’ EQUITY

(Unaudited)

(in thousands)


	Three Months Ended March 31, 2024
											Accumulated
				Additional							Other		Total
	Common Stock			Paid-In		Treasury Stock			Accumulated		Comprehensive		Stockholders’
	Shares	Amount		Capital		Shares	Amount		Deficit		Loss		Equity
Balances, December 31, 2023	38,289	$	6	$	473,295	11,460	$	(143,923)	$	(98,045)	$	(2,387)	$	228,946
Repurchase of common stock	(202)		—		—	202		(6,899)		—		—		(6,899)
Issuance of common stock in connection with employee stock purchase plan	74		—		1,916	—		—		—		—		1,916
Issuance of common stock in connection with exercise of options	1		—		25	—		—		—		—		25
Vesting of restricted stock units	231		—		—	—		—		—		—		—
Purchases of treasury stock in connection with tax withholdings on restricted stock awards	—		—		—	118		(3,794)		—		—		(3,794)
Stock-based compensation expense	—		—		6,154	—		—		—		—		6,154
Comprehensive loss	—		—		—	—		—		(393)		(542)		(935)
Balances, March 31, 2024	38,393	$	6	$	481,390	11,780	$	(154,616)	$	(98,438)	$	(2,929)	$	225,413


	Three Months Ended March 31, 2023
											Accumulated
				Additional							Other		Total
	Common Stock			Paid-In		Treasury Stock			Accumulated		Comprehensive		Stockholders’
	Shares	Amount		Capital		Shares	Amount		Deficit		Loss		Equity
Balances, December 31, 2022	37,431	$	6	$	447,415	11,182	$	(133,709)	$	(101,150)	$	(2,550)	$	210,012
Issuance of common stock in connection with employee stock purchase plan	98		—		1,663	—		—		—		—		1,663
Issuance of common stock in connection with exercise of options	21		—		345	—		—		—		—		345
Vesting of restricted stock units	286		—		—	—		—		—		—		—
Purchases of treasury stock in connection with tax withholdings on restricted stock awards	—		—		—	133		(4,101)		—		—		(4,101)
Stock-based compensation expense	—		—		4,884	—		—		—		—		4,884
Comprehensive income	—		—		—	—		—		355		267		622
Balances, March 31, 2023	37,836	$	6	$	454,307	11,315	$	(137,810)	$	(100,795)	$	(2,283)	$	213,425

See accompanying Notes to Condensed Consolidated Financial Statements (Unaudited)

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PDF SOLUTIONS, INC.

CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS

(Unaudited)

(in thousands)


	Three Months Ended March 31,
	2024		2023
Cash flows from operating activities:
Net income (loss)	$	(393)	$	355
Adjustments to reconcile net income (loss) to net cash used in operating activities:
Depreciation and amortization		1,064		1,304
Stock-based compensation expense		6,110		4,884
Amortization of acquired intangible assets		843		878
Amortization of costs capitalized to obtain revenue contracts		634		456
Net accretion of discounts on short-term investments		(485)		(231)
Deferred taxes		9		(23)
Other		(74)		—
Changes in operating assets and liabilities:
Accounts receivable		(2,389)		(4,872)
Prepaid expenses and other current assets		(408)		(973)
Operating lease right-of-use assets		306		302
Other non-current assets		(5,864)		(476)
Accounts payable		1,801		1,261
Accrued compensation and related benefits		(5,214)		(3,132)
Accrued and other liabilities		213		260
Deferred revenues		1,529		723
Billings in excess of recognized revenues		775		(1,510)
Operating lease liabilities		(319)		(188)
Net cash used in operating activities		(1,862)		(982)

Cash flows from investing activities:
Proceeds from maturities and sales of short-term investments		19,000		7,000
Purchases of short-term investments		(19,619)		(6,351)
Purchases of property and equipment		(2,023)		(2,902)
Net cash used in investing activities		(2,642)		(2,253)

Cash flows from financing activities:
Proceeds from exercise of stock options		25		345
Proceeds from employee stock purchase plan		1,916		1,663
Payments for taxes related to net share settlement of equity awards		(3,794)		(4,101)
Repurchases of common stock		(6,899)		—
Net cash used in financing activities		(8,752)		(2,093)

Effect of exchange rate changes on cash and cash equivalents		(466)		86
Net change in cash and cash equivalents		(13,722)		(5,242)
Cash and cash equivalents at beginning of period		98,978		119,624
Cash and cash equivalents at end of period	$	85,256	$	114,382

Continued on next page.

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PDF SOLUTIONS, INC.

CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS – CONTINUED

(Unaudited)

(in thousands)


	Three Months Ended March 31,
	2024		2023
Supplemental disclosure of cash flow information:
Cash paid during the year for taxes	$	668	$	1,985
Cash paid for amounts included in the measurement of operating lease liabilities	$	405	$	276

Supplemental disclosure of noncash information:
Property and equipment received and accrued in accounts payable and accrued and other liabilities	$	745	$	1,714
Advances for purchase of fixed assets transferred from prepaid assets to property and equipment	$	—	$	21
Operating lease liabilities arising from obtaining right-of-use assets	$	142	$	—
Property and equipment transferred to sales-type leases	$	3,652	$	—

See accompanying Notes to Condensed Consolidated Financial Statements (Unaudited)

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PDF SOLUTIONS, INC.

NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (UNAUDITED)

1. BASIS OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES

Basis of Presentation

The interim unaudited condensed consolidated financial statements included herein have been prepared by PDF Solutions, Inc. (the “Company”) pursuant to the rules and regulations of the Securities and Exchange Commission (“SEC”), including the instructions to the Quarterly Report on Form 10-Q and Article 10 of Regulation S-X. Certain information and footnote disclosures normally included in annual consolidated financial statements prepared in accordance with accounting principles generally accepted in the United States of America have been condensed or omitted. The interim unaudited condensed consolidated financial statements reflect, in the opinion of management, all adjustments necessary (consisting only of normal recurring adjustments) to present a fair statement of results for the interim periods presented. The operating results for any interim period are not necessarily indicative of the results that may be expected for other interim periods or the full fiscal year. The accompanying interim unaudited condensed consolidated financial statements should be read in conjunction with the audited consolidated financial statements and notes thereto included in the Company’s Annual Report on Form 10-K for the year ended December 31, 2023, filed with the SEC on February 27, 2024.

The interim unaudited condensed consolidated financial statements include the accounts of the Company and its wholly-owned subsidiaries after the elimination of all intercompany balances and transactions.

The accompanying interim unaudited condensed consolidated balance sheet as of December 31, 2023 has been derived from the audited consolidated financial statements but does not include all disclosures required by accounting principles generally accepted in the United States of America.

Use of Estimates

The preparation of financial statements in conformity with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities, the disclosure of contingent assets and liabilities at the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. Significant estimates in these condensed consolidated financial statements include revenue recognition, the estimated useful lives of property and equipment and intangible assets, assumptions made in analysis of allowance for credit losses, impairment of goodwill and long-lived assets, realization of deferred tax assets (“DTAs”), and accounting for lease obligations, stock-based compensation expense, and income tax uncertainties and contingencies. Actual results could differ from those estimates and may result in material effects on the Company’s operating results and financial position.

Recent Accounting Standards

In November 2023, the Financial Accounting Standards Board (“FASB”) issued Accounting Standards Update (“ASU”) No. 2023-07, Segment Reporting (Topic 280): Improvements to Reportable Segment Disclosures, which requires disclosure of incremental segment information on an annual and interim basis. This ASU is effective for fiscal years beginning after December 15, 2023, and interim periods within fiscal years beginning after December 15, 2024, and requires retrospective application to all prior periods presented in the financial statements. Early adoption is permitted. The Company is currently evaluating the impact of the new standard on the consolidated financial statements.

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In December 2023, the FASB issued ASU No. 2023-09, Income Taxes (Topic 740): Improvements to Income Tax Disclosures. This ASU is intended to improve the transparency of income tax disclosures by requiring (1) consistent categories and greater disaggregation of information in the rate reconciliation and (2) income taxes paid disaggregated by jurisdiction. It also includes certain other amendments to improve the effectiveness of income tax disclosures. The ASU’s amendments are effective for public business entities for annual periods beginning after December 15, 2024. Entities are permitted to early adopt the standard for “annual financial statements that have not yet been issued or made available for issuance.” Adoption is either prospectively or retrospectively, the Company will adopt this ASU on a prospective basis. The Company is currently evaluating the impact of the new standard on the consolidated financial statements and related disclosures.

Management has reviewed other recently issued accounting pronouncements issued or proposed by the FASB, and does not believe any of these accounting pronouncements has had or will have a material impact on the condensed consolidated financial statements.

2. REVENUE FROM CONTRACTS WITH CUSTOMERS

The Company derives revenue from two sources: Analytics revenue and Integrated Yield Ramp revenue.

The Company recognizes revenue in accordance with FASB Accounting Standards Codification (“ASC”) Topic 606, Revenue from Contracts with Customers, and its related amendments (collectively known as “ASC 606”). ASC 606 outlines a single comprehensive model to use in accounting for revenue arising from contracts with customers. Revenue is recognized when control of products or services is transferred to customers, in an amount that reflects the consideration the Company expects to be entitled to in exchange for those promised products or services.

The Company determines revenue recognition through the following five 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, performance obligations are satisfied

The Company accounts for a contract when it has approval and commitment from both parties, the rights of the parties are identified, payment terms are identified, the contract has commercial substance, and collectibility of consideration is probable.

Contracts with Multiple Performance Obligations

The Company enters into contracts that can include various combinations of licenses, products and services, some of which are distinct and are accounted for as separate performance obligations. For contracts with multiple performance obligations, the Company allocates the transaction price of the contract to each performance obligation on a relative basis using the standalone selling price (“SSP”).

Analytics Revenue

Analytics revenue is derived from the following primary offerings: licenses and services for standalone software (which is primarily Exensio^® and Cimetrix^® products), software-as-a-service (“SaaS”) (which is primarily Exensio^® products), and Design-for-Inspection™ (“DFI™”) systems and Characterization Vehicle^® (“CV^®”) systems that do not include performance incentives based on customers’ yield achievement.

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Revenue from standalone software is recognized depending on whether the license is perpetual or time-based. Perpetual (one-time charge) license software is recognized at the time of the inception of the arrangement when control transfers to the customers if the software license is considered as a separate performance obligation from the services offered by the Company. Revenue from post-contract support is recognized over the contract term on a straight-line basis, because the Company is providing (i) support and (ii) unspecified software updates on a when-and-if available basis over the contract term. Revenue from time-based-licensed software is allocated to each performance obligation and is recognized either at a point in time or over time as follows. The license component is recognized at the time when control transfers to customers, with the post-contract support component recognized ratably over the committed term of the contract. For contracts with any combination of licenses, support, and other services, distinct performance obligations are accounted for separately. For contracts with multiple performance obligations, the Company allocates the transaction price of the contract to each performance obligation on a relative basis using the SSP attributed to each performance obligation.

Revenue from SaaS arrangements, which allow for the use of a cloud-based software product or service over a contractually determined period of time without the customer having to take possession of the software, is accounted for as a subscription and is recognized as revenue ratably, on a straight-line basis, over the subscription period beginning on the date the service is first made available to customers. For contracts with any combination of SaaS and related services, distinct performance obligations are accounted for separately. For contracts with multiple performance obligations, the Company allocates the transaction price of the contract to each performance obligation on a relative basis using the SSP attributed to each performance obligation.

Revenue from DFI systems and CV systems (including Characterization services) that do not include performance incentives based on customers’ yield achievement is recognized primarily as services are performed. Where there are distinct performance obligations, the Company allocates revenue to all deliverables based on their SSPs. For those contracts with multiple performance obligations, the Company allocates the transaction price of the contract to each performance obligation on a relative basis using the SSP attributed to each performance obligation. Where there are not discrete performance obligations, historically, revenue is primarily recognized as services are performed using a percentage of completion method based on costs or labor-hours inputs, whichever is the most appropriate measure of the progress towards completion of the contract. The estimation of percentage of completion method is complex and subject to many variables that require significant judgment. Please refer to the “Significant Judgments” section of this Note for further discussion.

The Company also leases some of its DFI system and CV system assets to some customers. The Company determines the existence of a lease when the customer controls the use of these identified assets for a period of time defined in the lease agreement and classifies such leases as operating leases or sales-type leases. A lease is classified as a sales-type lease if it meets certain criteria under ASC Topic 842, Leases; otherwise, it is classified as an operating lease. Operating lease revenue is recognized on a straight-line basis over the lease term. Sales-type lease revenue and corresponding lease receivables are recognized at lease commencement based on the present value of the future lease payments, and related interest income on lease receivable is recognized over the lease term and are recorded under Analytics revenue in the accompanying condensed consolidated statements of comprehensive income (loss). Payments under sales-type leases are discounted using the interest rate implicit in the lease. When the Company’s leases are embedded in contracts with customers that include non-lease performance obligations, the Company allocates consideration in the contract between lease and non-lease components based on their relative SSPs. Assets subject to operating leases remain in property and equipment and continue to be depreciated. Assets subject to sales-type leases are derecognized from property and equipment, net at lease commencement and a net investment in the lease asset is recognized in prepaid expenses and other current assets and other non-current assets in the accompanying condensed consolidated balance sheets.

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Integrated Yield Ramp Revenue

Integrated Yield Ramp revenue is derived from the Company’s fixed-fee engagements that include performance incentives based on customers’ yield achievement (which consists primarily of Gainshare royalties) typically based on customer’s wafer shipments, pertaining to these fixed-price contracts, which royalties are variable.

Revenue under these project-based contracts, which are delivered over a specific period of time, typically for a fixed-fee component paid on a set schedule, is recognized as services are performed using a percentage of completion method based on costs or labor-hours inputs, whichever is the most appropriate measure of the progress towards completion of the contract. Where there are distinct performance obligations, the Company allocates revenue to all deliverables based on their SSPs and allocates the transaction price of the contract to each performance obligation on a relative basis using SSP. Similar to the services provided in connection with DFI systems and CV systems that are contributing to Analytics revenue, due to the nature of the work performed in these arrangements, the estimation of percentage of completion method is complex and subject to many variables that require significant judgment. Please refer to the “Significant Judgments” section of this Note for further discussion.

The Gainshare contained in Integrated Yield Ramp contracts is a variable fee related to continued usage of the Company’s intellectual property after the fixed-fee service period ends, based on a customer’s yield achievement. Revenue derived from Gainshare is contingent upon the Company’s customers reaching certain defined production yield levels. Gainshare periods are generally subsequent to the delivery of all contractual services and performance obligations. The Company records Gainshare as a usage-based royalty derived from customers’ usage of intellectual property and records it in the same period in which the usage occurs.

Disaggregation of Revenue

The Company disaggregates revenue from contracts with customers into the timing of the transfer of goods and services and the geographical regions. The Company determined that disaggregating revenue into these categories achieves the disclosure objective to depict how the nature, amount, timing, and uncertainty of revenue and cash flows are affected by economic factors.

The Company’s performance obligations are satisfied either over time or at a point-in-time. The following table represents a disaggregation of revenue percentage by timing of revenue:


	Three Months Ended March 31,
	2024		2023
Over time	65	%	80	%
Point-in-time	35	%	20	%
Total	100	%	100	%

International revenues accounted for approximately 57% and 43% of the Company’s total revenues during the three months ended March 31, 2024 and 2023, respectively. See Note 9, Customer and Geographic Information.

Significant Judgments

Judgments and estimates are required under ASC 606. Due to the complexity of certain contracts, the actual revenue recognition treatment required under ASC 606 for the Company’s arrangements may be dependent on contract-specific terms and may vary in some instances.

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For revenue under project-based contracts for fixed-price implementation services, revenue is recognized as services are performed using a percentage-of-completion method based on costs or labor-hours input method, whichever is the most appropriate measure of the progress towards completion of the contract. Due to the nature of the work performed in these arrangements, the estimation of percentage of completion method is complex, subject to many variables and requires significant judgment. Key factors reviewed by the Company to estimate costs to complete each contract are future labor and product costs and expected productivity efficiencies. If circumstances arise that change the original estimates of revenues, costs, or extent of progress toward completion, revisions to the estimates are made. These revisions may result in increases or decreases in estimated revenues or costs, and such revisions are reflected in revenue on a cumulative catch-up basis in the period in which the circumstances that gave rise to the revision become known.

The Company’s contracts with customers often include promises to transfer products, software licenses and provide services, including professional services, technical support services, and rights to unspecified updates to a customer. Determining whether licenses and services are distinct performance obligations that should be accounted for separately, or not distinct and thus accounted for together, requires significant judgment. The Company rarely licenses software on a standalone basis, so the Company is required to estimate the range of SSPs for each performance obligation. In instances where SSP is not directly observable because the Company does not license the software or sell the service separately, the Company determines the SSP using information that may include market conditions and other observable inputs.

The Company is required to record Gainshare revenue in the same period in which the usage occurs. Because the Company generally does not receive the acknowledgment reports from its customers during a given quarter within the time frame necessary to adequately review the reports and include the actual amounts in quarterly results for such quarter, the Company accrues the related revenue based on estimates of customers underlying sales achievement. The Company’s estimation process can be based on historical data, trends, seasonality, changes in the contract rate, knowledge of the changes in the industry and changes in the customer’s manufacturing environment learned through discussions with customers and sales personnel. As a result of accruing revenue for the quarter based on such estimates, adjustments will be required in the following quarter to true-up revenue to the actual amounts reported.

Contract Balances

The Company performs its obligations under a contract with a customer by licensing software or providing services in exchange for consideration from the customer. The timing of the Company’s performance often differs from the timing of the customer’s payment, which results in the recognition of a receivable, a contract asset or a contract liability.

The Company classifies the right to consideration in exchange for software or services transferred to a customer as either a receivable or a contract asset. A receivable is a right to consideration that is unconditional, as compared to a contract asset, which is a right to consideration that is conditional upon factors other than the passage of time. The majority of the Company’s contract assets represent unbilled amounts related to fixed-price service contracts when the revenue recognized exceeds the amount billed to the customer. The contract assets are recorded on a net basis with deferred revenue (i.e., contract liabilities) at the contract level. As of March 31, 2024 and December 31, 2023, the total contract assets included in prepaid expenses and other current assets in the accompanying condensed consolidated balance sheets were $4.1 million and $6.8 million, respectively. As of March 31, 2024 and December 31, 2023, contract assets of $0.7 million and $0.9 million, respectively, are included in other non-current assets in the accompanying condensed consolidated balance sheets. The Company did not record any asset impairment charges related to contract assets for the periods presented.

Deferred revenues and billings in excess of recognized revenues consist substantially of amounts invoiced in advance of revenue recognition and are recognized as the revenue recognition criteria are met. Deferred revenues

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that will be recognized during the succeeding twelve-month period are recorded as current deferred revenues and the remaining portion is recorded in other non-current liabilities in the accompanying condensed consolidated balance sheets. As of March 31, 2024, and December 31, 2023, the non-current portion of deferred revenues included in non-current liabilities was $1.4 million and $1.8 million, respectively. Revenue recognized that was included in the deferred revenues and billings in excess of recognized revenues balances at the beginning of each reporting period was $11.4 million and $11.4 million during the three months ended March 31, 2024 and 2023, respectively.

As of March 31, 2024, the aggregate amount of the transaction price allocated to the remaining performance obligations related to customer contracts that were unsatisfied or partially unsatisfied was approximately $262.2 million. Given the applicable contract terms with customers, more than half of this amount is expected to be recognized as revenue over the next two years with the remainder to be recognized thereafter. This amount does not include insignificant contracts to which the customer is not committed, nor significant contracts for which the Company recognizes revenue equal to the amount the Company has the right to invoice for services performed, or future sales-based or usage-based royalty payments in exchange for a license of intellectual property. This amount is subject to change due to future revaluations of variable consideration, terminations, other contract modifications, or currency adjustments. The estimated timing of the recognition of remaining unsatisfied performance obligations is subject to change and is affected by changes to the scope, change in timing of delivery of products and services, or contract modifications.

The adjustment to revenue recognized from performance obligations satisfied (or partially satisfied) in previous periods was a decrease of $0.6 million and an increase of $2.5 million during the three months ended March 31, 2024 and 2023, respectively. These amounts primarily represent changes in estimated percentage-of-completion based contracts and changes in actual versus estimated Gainshare.

Costs to Obtain or Fulfill a Contract

The Company capitalizes the incremental costs to obtain or fulfill a contract with a customer, including direct sales commissions and related fees, when it expects to recover those costs. Amortization expense related to these capitalized costs is recognized over the period associated with the revenue from which the cost was incurred. Total capitalized direct sales commission costs included in prepaid expenses and other current assets in the accompanying condensed consolidated balance sheets as of March 31, 2024, and December 31, 2023, were $2.3 million and $2.0 million, respectively. Total capitalized direct sales commission costs included in other non-current assets in the accompanying condensed consolidated balance sheets as of March 31, 2024, and December 31, 2023, were $3.6 million and $2.6 million, respectively. Amortization of these assets was $0.6 million and $0.5 million during the three months ended March 31, 2024 and 2023, respectively. There was no impairment loss in relation to the costs capitalized for the periods presented.

Practical Expedient

The Company does not adjust the transaction price for the effects of a significant financing component when the period between the transfers of the promised good or service to the customer and payment for that good or service by the customer is expected to be one year or less. The Company assessed each of its revenue generating arrangements in order to determine whether a significant financing component exists, and determined its contracts did not include a significant financing component during the three months ended March 31, 2024 and 2023.

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3. BALANCE SHEET COMPONENTS

Accounts Receivable

Accounts receivable include amounts that are unbilled at the end of the period that are expected to be billed and collected within a 12-month period. Unbilled accounts receivable, included in accounts receivable, totaled $17.4 million and $16.4 million as of March 31, 2024, and December 31, 2023, respectively. Unbilled accounts receivable that are not expected to be billed and collected during the succeeding 12-month period are recorded in other non-current assets and totaled $2.2 million and $1.1 million as of March 31, 2024, and December 31, 2023, respectively.

The Company performs ongoing credit evaluations of its customers’ financial condition. An allowance for credit losses is maintained for probable credit losses based upon the Company’s assessment of the expected collectibility of the accounts receivable. The allowance for credit losses is reviewed on a quarterly basis to assess the adequacy of the allowance.

Property and Equipment

Property and equipment, net consist of the following (in thousands):


	March 31,		December 31,
	2024		2023
Computer equipment	$	12,124	$	12,515
Software		5,599		5,596
Furniture, fixtures, and equipment		2,519		2,501
Leasehold improvements		6,463		6,475
Laboratory and other equipment		5,102		4,891
Test equipment		22,324		25,044
Property and equipment in progress:
DFI™ system assets		22,086		22,864
CV® system and other assets		7,192		6,977
		83,409		86,863
Less: Accumulated depreciation and amortization		(47,321)		(49,525)
Total	$	36,088	$	37,338

Test equipment mainly includes DFI™ system and CV^® system assets at customer sites that are contributing to revenue. Property and equipment in progress represent the development or construction of property and equipment that have not yet been placed in service for the Company’s intended use and are not depreciated.

Depreciation and amortization expense was $1.1 million and $1.3 million during the three months ended March 31, 2024 and 2023, respectively.

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Goodwill and Intangible Assets, Net

As of March 31, 2024, and December 31, 2023, the carrying amount of goodwill was $15.0 million and $15.0 million, respectively.

Intangible assets, net, consisted of the following (in thousands):


		March 31, 2024						December 31, 2023
	Amortization	Gross				Net		Gross				Net
	Period	Carrying		Accumulated		Carrying		Carrying		Accumulated		Carrying
	(Years)	Amount		Amortization		Amount		Amount		Amortization		Amount
Acquired identifiable intangibles:
Customer relationships	1-10	$	9,505	$	(7,500)	$	2,005	$	9,508	$	(7,335)	$	2,173
Developed technology	4-9		34,623		(22,723)		11,900		34,650		(22,094)		12,556
Tradename and trademarks	2-10		1,598		(1,052)		546		1,598		(1,025)		573
Patent	6-10		2,100		(1,804)		296		2,100		(1,782)		318
Noncompetition agreements	3		848		(848)		—		848		(848)		—
Total		$	48,674	$	(33,927)	$	14,747	$	48,704	$	(33,084)	$	15,620

The weighted average amortization period for acquired identifiable intangible assets was 5.0 years as of March 31, 2024. The following table summarizes intangible assets amortization expense in the accompanying condensed consolidated statements of comprehensive income (loss) (in thousands):


	Three Months Ended March 31,
	2024		2023
Amortization of acquired technology included under costs of revenues	$	584	$	553
Amortization of acquired intangible assets presented separately under costs and expenses		259		325
Total amortization of acquired intangible assets	$	843	$	878

The Company expects annual amortization of acquired identifiable intangible assets to be as follows (in thousands):


Year Ending December 31,	Amount
2024 (remaining nine months)	$	2,388
2025		3,068
2026		2,899
2027		2,746
2028		2,441
2029 and thereafter		1,205
Total future amortization expense	$	14,747

There were no impairment charges for goodwill and intangible assets during the three months ended March 31, 2024 and 2023.

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Other Non-current Assets

Other non-current assets consisted of the following (in thousands):


	March 31,		December 31,
	2024		2023
Costs capitalized to obtain revenue contracts – non-current (1)	$	3,645	$	2,587
Unbilled accounts receivable – non-current (2)		2,248		1,069
Contract assets – non-current (1)		687		933
Net investments in sales-type leases – non-current (3)		20,035		12,196
Deposits and other non-current prepaid expenses		2,167		2,433
Total other non-current assets	$	28,782	$	19,218

(1)

See Note 2, Revenue from Contracts with Customers.

(2)

See Note 3, Balance Sheet Components – Accounts Receivable.

(3)

The Company had net investments in sales-type leases for its DFI™ system and CV® system assets. The following table summarizes the components of the Company’s net investments in sales-type leases in the condensed consolidated balance sheets (in thousands):


	March 31,		December 31,
	2024		2023
Lease receivables	$	16,493	$	9,460
Unguaranteed residual assets		6,786		4,717
Net investments in sales-type leases		23,279		14,177
Less: Current portion of lease receivables under prepaid expenses and other current assets		(3,244)		(1,981)
Net investments in sales-type leases – non-current	$	20,035	$	12,196

Maturities of leases payments under sales-type leases as of March 31, 2024, were as follows (in thousands):


Year Ending December 31,	Amount
2024 (remaining nine months)	$	3,211
2025		7,883
2026		7,519
2027		2,674
2028		68
Total future sales-type lease payments		21,355
Less: Present value adjustment (a)		(4,862)
Present value of lease receivables	$	16,493

(a)

Calculated using the rate implicit in the lease determined for each lease.

There was no allowance for credit losses on lease receivables as of March 31, 2024, and December 31, 2023. The Company’s ongoing risk management strategy for residual assets includes performing regular reviews of estimated residual values.

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4. LEASES

The Company leases administrative and sales offices and certain equipment under non-cancellable operating leases, which contain various renewal options and, in some cases, require payment of common area costs, taxes and utilities. These operating leases expire at various dates through 2028. The Company had no leases that were classified as a financing lease as of March 31, 2024, and December 31, 2023.

Lease expense was comprised of the following (in thousands):


	Three Months Ended March 31,
	2024		2023
Operating lease expense	$	381	$	387
Short-term lease and variable lease expense (1)		214		228
Total lease expense	$	595	$	615

(1)

Leases with an initial term of 12 months or less are not recorded on the accompanying condensed consolidated balance sheets, and the Company recognizes lease expense for these leases on a straight-line basis over the lease term. Variable lease expense for the periods presented primarily included common area maintenance charges.

Supplemental condensed consolidated balance sheets information related to operating leases was as follows:


	March 31,			December 31,
	2024			2023
Weighted average remaining lease term under operating leases (in years)		4.1			4.4
Weighted average discount rate for operating lease liabilities		5.02	%		4.96	%

Maturities of operating lease liabilities as of March 31, 2024, were as follows (in thousands):


Year Ending December 31,	Amount (1)
2024 (remaining nine months)	$	1,315
2025		1,679
2026		1,373
2027		1,294
2028		929
2029		63
Total future minimum lease payments		6,653
Less: Interest (2)		(665)
Present value of future minimum lease payments under operating lease liabilities (3)	$	5,988

(1)

As of March 31, 2024, the total operating lease liability includes approximately $1.0 million related to an option to extend a lease term that is reasonably certain to be exercised.

(2)

Calculated using incremental borrowing interest rate for each lease.

(3)

Includes the current portion of operating lease liabilities of $1.6 million as of March 31, 2024.

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5. STOCKHOLDERS’ EQUITY

Stock Repurchase Program

On April 11, 2022, the Board of Directors adopted a stock repurchase program (the “2022 Program”) to repurchase up to $35.0 million of the Company’s common stock both on the open market and in privately negotiated transactions, including through Rule 10b5-1 plans, from time to time, over the next two years. During the three months ended March 31, 2024, 201,561 shares were repurchased by the Company under the 2022 Program at an average price of $34.23 per share for an aggregate total price of $6.9 million. In total, the Company repurchased 937,501 shares under the 2022 Program at an average price of $25.96 per share for an aggregate total price of $24.3 million.

The 2022 Program expired on April 11, 2024, and on April 15, 2024, the Board of Directors adopted a new program (the “2024 Program”) to repurchase up to $40.0 million of the Company’s common stock both on the open market and in privately negotiated transactions, including through Rule 10b5-1 plans, from time to time, over the next two years.

6. EMPLOYEE BENEFIT PLANS

On March 31, 2024, the Company had the following stock-based compensation plans:

Employee Stock Purchase Plan

On June 15, 2021, the Company’s stockholders approved the 2021 Employee Stock Purchase Plan, which has a ten-year term (the “2021 Purchase Plan”). Under the 2021 Purchase Plan, eligible employees can contribute up to 10% of their compensation, as defined in the 2021 Purchase Plan, towards the purchase of shares of PDF common stock at a price of 85% of the lower of the fair market value at the beginning of the offering period or the end of the purchase period. The 2021 Purchase Plan commenced on August 1, 2021, and provided for twenty-four-month offering periods with four six-month purchase periods in each offering period.

On April 15, 2024, the Company’s Board of Directors approved another amendment and restatement of the 2021 Purchase Plan, which is subject to stockholder approval at the 2024 annual meeting of stockholders, to, among other things, increase the number of shares reserved for issuance under it to a total of 1.2 million shares, which is an increase of an additional 0.2 million shares, and to eliminate the term of the 2021 Purchase Plan.

The Company estimated the fair value of purchase rights granted under the 2021 Purchase Plan during the period using the Black-Scholes-Merton option-pricing model with the following weighted average assumptions, resulting in the following weighted average fair values:


	Three Months Ended March 31,
	2024			2023
Expected life (in years)		1.25			1.25
Volatility		41.40	%		46.70	%
Risk-free interest rate		4.62	%		4.48	%
Expected dividend		—			—
Weighted average fair value of purchase rights granted during the period	$	10.89		$	11.90

During the three months ended March 31, 2024, a total of 73,854 shares were issued under the 2021 Purchase Plan, at a weighted average purchase price of $25.94 per share. During the three months ended March 31, 2023, a total of 98,216 shares were issued under the 2021 Purchase Plan, at a weighted-average purchase price of $16.93

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per share. As of March 31, 2024, unrecognized compensation cost related to the 2021 Purchase Plan was $4.0 million. This estimated unrecognized cost is expected to be recognized over a weighted average period of 1.8 years.

As of March 31, 2024, 520,455 shares were available for future issuance under the 2021 Purchase Plan.

Stock Incentive Plans

On November 16, 2011, the Company’s stockholders initially approved the 2011 Stock Incentive Plan, which has been amended and restated and approved by the Company’s stockholders a number of times since then (as approved by the stockholders through the date of this report, the “2011 Plan”) and currently expires in 2033. Under the 2011 Plan, the Company may award stock options, stock appreciation rights (“SARs”), stock grants or stock units covering shares of the Company’s common stock to employees, directors, non-employee directors and contractors. The aggregate number of shares reserved for awards under the 2011 Plan is 13.8 million shares, plus up to 3.5 million shares previously issued under the 2001 Stock Plan adopted by the Company in 2001, which expired in 2011 (the “2001 Plan”) that are either (i) forfeited or (ii) repurchased by the Company or are shares subject to awards previously issued under the 2001 Plan that expire or that terminate without having been exercised or settled in full on or after November 16, 2011. In case of awards other than options or SARs, the aggregate number of shares reserved under the 2011 Plan will be decreased at a rate of 1.33 shares issued pursuant to such awards. The exercise price for stock options must generally be at prices no less than the fair market value at the date of grant. Stock options generally expire ten years from the date of grant and become vested and exercisable over a four-year period.

On April 15, 2024, the Company’s Board of Directors approved another amendment and restatement of the 2011 Plan, which is subject to stockholder approval at the 2024 annual meeting of stockholders, to, among other things, increase the number of shares reserved for awards under it to a total of 14.6 million shares, which is an increase of an additional 0.8 million shares, and to eliminate the term of the 2011 Plan.

As of March 31, 2024, 14.3 million shares of common stock were reserved to cover stock-based awards under the 2011 Plan, of which 3.7 million shares were available for future grant. The number of shares reserved and available under the 2011 Plan includes 0.5 million shares that were subject to awards previously made under the 2001 Plan and were forfeited, expired or repurchased by the Company after the adoption of the 2011 Plan through March 31, 2024. As of March 31, 2024, there were no outstanding awards that had been granted outside of the 2011 or 2001 Plans (collectively, the “Stock Plans”).

The Company estimated the fair value of share-based awards granted under the 2011 Stock Plan during the period using the Black-Scholes-Merton option-pricing model. There were no stock options granted during the three months ended March 31, 2024 and 2023.

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Stock-Based Compensation

Stock-based compensation is estimated at the grant date based on the award’s fair value and is recognized on a straight-line basis over the vesting periods, generally four years. Stock-based compensation expense before taxes related to the Company’s stock plan and employee stock purchase plan was allocated as follows (in thousands):


	Three Months Ended March 31,
	2024		2023
Costs of revenues	$	1,200	$	964
Research and development		2,202		1,794
Selling, general, and administrative		2,708		2,126
Stock-based compensation expense	$	6,110	$	4,884

Stock-based compensation capitalized in the capitalized software development costs included in property and equipment, net, was immaterial for the three months ended March 31, 2024.

Additional information with respect to options under the Stock Plans during the three months ended March 31, 2024, is as follows:


	Outstanding Options
				Weighted
		Weighted		Average
		Average		Remaining	Aggregate
	Number of	Exercise		Contractual	Intrinsic
	Options	Price		Term	Value
	(in thousands)	per Share		(Years)	(in thousands)
Outstanding, January 1, 2024	38	$	15.92
Granted	—		—
Exercised	(1)		20.06
Canceled	—		—
Expired	—		—
Outstanding, March 31, 2024	37	$	15.78	3.94	$	628
Vested and expected to vest, March 31, 2024	37	$	15.78	3.94	$	628
Exercisable, March 31, 2024	36	$	15.73	3.90	$	621

The aggregate intrinsic value in the table above represents the total intrinsic value based on the Company’s closing stock price of $33.67 per share as of March 31, 2024.

The total intrinsic value of options exercised during the three months ended March 31, 2024 and 2023 was as follows (in thousands):

Total remaining unrecognized compensation cost related to unvested stock options as of March 31, 2024, which is expected to be fully recognized in 2024, and total fair value of shares vested during the three months ended March 31, 2024, were immaterial.

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Nonvested restricted stock unit activity during the three months ended March 31, 2024, was as follows:


		Weighted
		Average Grant
	Shares	Date Fair Value
	(in thousands)	Per Share
Nonvested, January 1, 2024	1,995	$	30.03
Granted	40		33.17
Vested	(349)		26.27
Forfeited	(21)		27.91
Nonvested, March 31, 2024	1,665	$	30.92

The weighted average grant date fair values of restricted stock units granted during the three months ended March 31, 2024 and 2023 were $33.17 and $33.46, respectively.

The total fair value of restricted stock units vested during the three months ended March 31, 2024 and 2023 was as follows (in thousands):

As of March 31, 2024, there was $41.3 million of total unrecognized compensation cost related to restricted stock units. That cost is expected to be recognized over a weighted average period of 2.4 years. Restricted stock units do not have rights to dividends prior to vesting.

7. INCOME TAXES

Income tax expense decreased by $0.3 million for the three months ended March 31, 2024, to a $0.1 million income tax expense as compared to a $0.4 million income tax expense for the three months ended March 31, 2023. The Company’s effective tax rate was (47%) and 52% for the three months ended March 31, 2024 and 2023, respectively. The Company’s effective tax rate decreased in the three months ended March 31, 2024, as compared to the same period in 2023, primarily due to changes in the foreign and state taxes and year-to-date recognition of worldwide pre-tax income (loss) in relation to their forecasted amounts for full years. Our provision for income taxes for the three months ended March 31, 2024, was primarily attributable to foreign and state taxes.

The Company’s total amount of unrecognized tax benefits, excluding interest, as of March 31, 2024, was $16.8 million, of which $2.7 million, if recognized, would affect the Company’s effective tax rate. The Company’s total amount of unrecognized tax benefits, excluding interest, as of December 31, 2023, was $15.9 million, of which $2.0 million, if recognized, would affect the Company’s effective tax rate. As of March 31, 2024, the Company has recorded unrecognized tax benefits of $2.6 million, including interest of $0.7 million, as long-term taxes payable in the accompanying condensed consolidated balance sheet. The remaining $14.2 million has been recorded within the Company’s DTAs, which is subject to a full valuation allowance.

The valuation allowance was approximately $64.2 million as of March 31, 2024, and December 31, 2023, which was related to U.S. net federal and state DTAs. The worldwide net DTAs balance as of March 31, 2024, and December 31, 2023, were not significant.

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The Company conducts business globally and, as a result, files numerous consolidated and separate income tax returns in the U.S. federal and various state and foreign jurisdictions. For U.S. federal and California income tax purposes, the statute of limitations currently remains open for the tax years ended 2020 to present and 2019 to present, respectively. In addition, due to net operating loss carryback claims, the tax years 2013 through 2015 may be subject to federal examination and all of the net operating loss and research and development credit carryforwards that may be utilized in future years may be subject to federal and state examination. The Company is not currently under income tax examinations in any other of its major foreign subsidiaries’ jurisdictions.

8. NET INCOME (LOSS) PER SHARE

Basic net income (loss) per share is computed by dividing net income (loss) by the weighted average number of common shares outstanding for the period (excluding outstanding stock options and shares subject to repurchase). Diluted net income (loss) per share is computed using the weighted average number of common shares outstanding for the period plus the potential effect of dilutive securities which are convertible into common shares (using the treasury stock method), except in cases in which the effect would be anti-dilutive. The following is a reconciliation of the numerators and denominators used in computing basic and diluted net income (loss) per share (in thousands except per share amount):


	Three Months Ended March 31,
	2024		2023
Numerator:
Net income (loss)	$	(393)	$	355
Denominator:
Basic weighted average shares outstanding		38,500		37,737
Effect of dilutive stock options, unvested restricted stock units, and shares of common stock expected to be issued under employee stock purchase plan		—		1,122
Diluted weighted average shares outstanding		38,500		38,859

Net income (loss) per share:
Basic	$	(0.01)	$	0.01
Diluted	$	(0.01)	$	0.01

For the three months ended March 31, 2024, because the Company was in a loss position, diluted net loss per share is the same as basic net loss per share as the inclusion of the potential common shares would have been anti-dilutive.

The following table sets forth the potential shares of common stock that were not included in the diluted net income (loss) per share calculation above because to do so would be anti-dilutive for the periods indicated (in thousands):


	Three Months Ended March 31,
	2024	2023
Outstanding options	37	—
Non-vested restricted stock units	1,665	9
Employee Stock Purchase Plan	24	—
Total	1,726	9

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9. CUSTOMER AND GEOGRAPHIC INFORMATION

Operating segments are defined as components of an enterprise about which separate financial information is available that is evaluated regularly by the chief operating decision maker, or group, in deciding how to allocate resources and in assessing performance.

The Company’s chief operating decision maker, the chief executive officer, reviews discrete financial information presented on a consolidated basis for purposes of regularly making operating decisions, allocation of resources, and assessing financial performance. Accordingly, the Company considers itself to be in one operating and reporting segment, specifically the provision of services for differentiated data and analytics solutions to the semiconductor and electronics industries.

Revenues from an individual customer that are approximately 10% or more of the Company’s consolidated total revenues are as follows:


	Three Months Ended March 31,
Customer	2024		2023
A	22	%	38	%
B	19	%	*	%

* represents less than 10%

Gross accounts receivable balances (including amounts that are unbilled) from individual customers that are approximately 10% or more of the Company’s gross accounts receivable balance are as follows:


	March 31,		December 31,
Customer	2024		2023
A	35	%	39	%
C	13	%	*	%
D	*	%	11	%

* represents less than 10%

Revenues from customers by geographic area based on the location of the customers’ work sites are as follows (amounts in thousands):


	Three Months Ended March 31,
	2024					2023
			Percentage					Percentage
	Revenues		of Revenues		$	Revenues		of Revenues
United States	$	17,733	43	%		$	23,274	57	%
Japan		11,288	27				2,277	6
China		4,853	12				6,956	17
Rest of the world		7,436	18				8,252	20
Total revenue	$	41,310	100	%		$	40,759	100	%

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Long-lived assets, net by geographic area are as follows (in thousands):


	March 31,		December 31,
	2024		2023
United States (1)	$	46,113	$	45,619
Rest of the world		1,503		1,362
Total long-lived assets, net	$	47,616	$	46,981

(1) Includes assets deployed at customer sites which could be outside the U.S.

10. FAIR VALUE MEASUREMENTS

Fair value is the exit price, or the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants as of the measurement date. The multiple assumptions used to value financial instruments are referred to as inputs, and a hierarchy for inputs used in measuring fair value is established, that maximizes the use of observable inputs and minimizes the use of unobservable inputs by requiring that the most observable inputs be used when available. Observable inputs reflect assumptions market participants would use in pricing an asset or liability based on market data obtained from independent sources while unobservable inputs reflect a reporting entity’s pricing based upon its own market assumptions. These inputs are ranked according to a fair value hierarchy that prioritizes the inputs to valuation techniques used to measure fair value into three broad levels.


Level 1 -	Inputs are quoted prices in active markets for identical assets or liabilities.

Level 2 -	Inputs are quoted prices for similar assets or liabilities in an active market, quoted prices for identical or similar assets or liabilities in markets that are not active, inputs other than quoted prices that are observable and market-corroborated inputs which are derived principally from or corroborated by observable market data.

Level 3 -	Inputs are derived from valuation techniques in which one or more significant inputs or value drivers are unobservable.

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The following table represents the Company’s assets measured at fair value on a recurring basis as of March 31, 2024, and December 31, 2023, and the basis for those measurements (in thousands):


	Fair Value Measurements Using
			Quoted
			Prices in
			Active		Significant
			Markets for		Other
			Identical		Observable		Significant
	March 31,		Assets		Inputs		Unobservable
Assets	2024		(Level 1)		(Level 2)		Inputs (Level 3)
Cash equivalents
Money market mutual funds	$	71,326	$	71,326	$	—	$	—
Short-term investments (available-for-sale debt securities)
U.S. Government securities (1)		37,628		37,628		—		—
Total	$	108,954	$	108,954	$	—	$	—


	Fair Value Measurements Using
			Quoted
			Prices in
			Active		Significant
			Markets for		Other		Significant
			Identical		Observable		Unobservable
	December 31,		Assets		Inputs		Inputs
Assets	2023		(Level 1)		(Level 2)		(Level 3)
Cash equivalents
Money market mutual funds	$	83,810	$	83,810	$	—	$	—
Short-term investments (available-for-sale debt securities)
U.S. Government securities (1)		36,544		36,544		—		—
Total	$	120,354	$	120,354	$	—	$	—

(1)

As of March 31, 2024, and December 31, 2023, the amortized cost of the Company’s investments in U.S. Government securities approximated their fair value due to their short-term maturities, and there have been no events or changes in circumstances that would have had a significant effect on the fair value of these securities in the periods presented. For the three months ended March 31, 2024, there were no material realized or unrealized gains or losses, either individually or in the aggregate.

11. COMMITMENTS AND CONTINGENCIES

Strategic Partnership with Advantest — See Note 12, Strategic Partnership Agreement with Advantest and Related Party Transactions, for the discussion about the Company’s commitments under the strategic partnership with Advantest.

Operating Leases — Refer to Note 4, Leases, for the discussion about the Company’s lease commitments.

Indemnifications — The Company generally provides a warranty to its customers that its software will perform substantially in accordance with documented specifications typically for a period of 90 days following

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initial delivery of its products. The Company also indemnifies certain customers from third-party claims of intellectual property infringement relating to the use of its products. Historically, costs related to these guarantees have not been significant. The Company is unable to estimate the maximum potential impact of these guarantees on its future results of operations.

Purchase Obligations — The Company has purchase obligations with certain suppliers for the purchase of goods and services entered into in the ordinary course of business. As of March 31, 2024, total outstanding purchase obligations were $25.5 million, the majority of which is due within the next 15 months.

Indemnification of Officers and Directors — As permitted by the Delaware general corporation law, the Company has included a provision in its certificate of incorporation to eliminate the personal liability of its directors for monetary damages for breach or alleged breach of their fiduciary duties as directors, other than in cases of fraud or other willful misconduct.

In addition, the Bylaws of the Company provide that the Company is required to indemnify its officers and directors even when indemnification would otherwise be discretionary, and the Company is required to advance expenses to its officers and directors as incurred in connection with proceedings against them for which they may be indemnified. The Company has entered into indemnification agreements with its officers and directors containing provisions that are in some respects broader than the specific indemnification provisions contained in the Delaware general corporation law. The indemnification agreements require the Company to indemnify its officers and directors against liabilities that may arise by reason of their status or service as officers and directors other than for liabilities arising from willful misconduct of a culpable nature, to advance their expenses incurred as a result of any proceeding against them as to which they could be indemnified, and to obtain directors’ and officers’ insurance if available on reasonable terms. The Company has obtained directors’ and officers’ liability insurance in amounts comparable to other companies of the Company’s size and in the Company’s industry. Since a maximum obligation of the Company is not explicitly stated in the Company’s Bylaws or in its indemnification agreements and will depend on the facts and circumstances that arise out of any future claims, the overall maximum amount of the obligations cannot be reasonably estimated.

Legal Proceedings — From time to time, the Company is subject to various claims and legal proceedings that arise in the ordinary course of business. The Company accrues for losses related to litigation when a potential loss is probable, and the loss can be reasonably estimated in accordance with FASB requirements. As of March 31, 2024, the Company was not party to any material legal proceedings for which a loss was probable or an amount was accrued. From time to time, the Company may enter into contingent fee arrangements with external legal firms that may represent the Company in legal proceedings related to disputes. Contingent legal fees are accrued by the Company when they are probable and reasonably estimable.

On May 6, 2020, the Company initiated an arbitration proceeding with the Hong Kong International Arbitration Center against SMIC New Technology Research & Development (Shanghai) Corporation (“SMIC”) due to SMIC’s failure to pay fees due to the Company under a series of contracts. The Company seeks to recover the unpaid fees, a declaration requiring SMIC to pay fees under the contracts in the future (or a lump sum payment to end the contract), and costs associated with bringing the arbitration proceeding. SMIC denies liability and an arbitration hearing was held in February 2023. Final written submissions were submitted by the parties at the end of August 2023. A decision is expected this year.

12. STRATEGIC PARTNERSHIP AGREEMENT WITH ADVANTEST AND RELATED PARTY TRANSACTIONS

In July 2020, the Company entered into a long-term strategic partnership with Advantest Corporation through its wholly-owned subsidiary, Advantest America, Inc. (collectively referred to herein as “Advantest”), which includes: (i) a Securities Purchase Agreement wherein the Company issued and sold to Advantest America, Inc.,

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an aggregate of 3,306,924 shares of its common stock, for aggregate gross proceeds of $65.2 million; (ii) a significant agreement for its assistance in development of cloud-based applications for Advantest tools that leverages our Exensio analytics software; (iii) a commercial agreement providing for the license to third parties of solutions that result from the development work that combine Advantest’s testing applications and our Exensio platform; and (iv) a 5-year cloud-based subscription for Exensio analytics software and related services.

Analytics revenue recognized from Advantest was $2.9 million and $1.8 million during the three months ended March 31, 2024 and 2023, respectively. Accounts receivable from Advantest were $0.1 million as of March 31, 2024. Accounts receivable from Advantest were not material as of December 31, 2023. Deferred revenue amounted to $6.6 million and $9.4 million as of March 31, 2024, and December 31, 2023, respectively.

13. SUBSEQUENT EVENTS

Refer to Note 5, Stockholder’s Equity, for the discussion about the adoption of the 2024 Stock Repurchase Program.

Refer to Note 6, Employee Benefit Plans, for the discussion about the amendments to the 2011 Stock Incentive Plan and the 2021 Purchase Plan.

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Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations

Forward-Looking Statements

The following discussion of our financial condition and results of operations 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. All statements other than statements of historical fact may be forward-looking statements. In some cases, you can identify forward-looking statements by terminology such as “may,” “could,” “projected,” “should,” “expect,” “plan,” “anticipate,” “believe,” “estimate,” “predict,” “potential,” “target” or “continue,” the negative effect of terms like these or other similar expressions. These statements include, but are not limited to, statements concerning: expectations about the effectiveness of our business and technology strategies; expectations regarding global economic trends; the impact of rising global inflation and increased interest rates, expectations regarding recent and future acquisitions; current semiconductor industry trends; expectations of continued adoption of our solutions by new and existing customers; project milestones or delays and performance criteria achieved; cost and schedule of new product development; the provision of technology and services prior to the execution of a final contract; the continuing impact of macroeconomic conditions and other trends on the semiconductor industry and our operations or supply and demand for our products; supply chain disruptions; the success of the Company’s strategic growth opportunities and partnerships; the Company’s ability to successfully integrate acquired businesses and technologies; whether the Company can successfully convert backlog into revenue; customers’ production volumes under contracts that provide Gainshare; possible impacts from the evolving trade regulatory environment and geopolitical tensions; our assessment of the sufficiency of our cash resources and anticipated funds from operations; and our ability to obtain additional financing if needed. These forward-looking statements are only predictions. Forward-looking statements are based on current expectations and projections about future events and are inherently subject to a variety of risks and uncertainties, many of which are beyond our control, which could cause actual results to differ materially from those anticipated or projected. All forward-looking statements and other information included in this document are based on information available to us on the date of filing and we further caution investors that our business and financial performance are subject to substantial risks and uncertainties. We assume no obligation to update publicly any such forward-looking statements. In evaluating these statements, you should specifically consider various factors, including the risk factors set forth in Item 1. “Business” and Item 7. “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the year ended December 31, 2023, filed with the Securities and Exchange Commission (“SEC”) on February 27, 2024. All references to “we,” “us,” “our,” “PDF,” “PDF Solutions” or “the Company” refer to PDF Solutions, Inc.

Cimetrix, CV, DFI, Exensio, PDF Solutions, and the PDF Solutions, Exensio, and Cimetrix logos are trademarks or registered trademarks of PDF Solutions, Inc. or its subsidiaries.

Overview

We offer products and services designed to empower organizations across the semiconductor and electronics ecosystems to connect, collect, manage, and analyze data about design, equipment, manufacturing, and test to improve the yield and quality of their products. We derive revenues from two sources: Analytics and Integrated Yield Ramp. Our offerings combine proprietary software, professional services using proven methodologies and third-party cloud-hosting platforms for software-as-a-service (“SaaS”), electrical measurement hardware tools, and physical intellectual property (“IP”) for integrated circuit (“IC”) designs. We primarily monetize our offerings through license fees and contract fees for professional services and SaaS. In some cases, especially on our historical Integrated Yield Ramp engagements, we also receive a value-based variable fee or royalty, which we call Gainshare. Our products, services, and solutions have been sold to integrated device manufacturers (“IDMs”), fabless semiconductor companies, foundries, out-sourced semiconductor assembly and test (“OSATs”), capital equipment manufacturers and system houses.

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We are headquartered in Santa Clara, California and also operate worldwide with offices in Canada, China, France, Germany, Italy, Japan, Korea, and Taiwan.

Industry Trends

Certain trends may affect our Analytics revenue specifically. In particular, the confluence of Industry 4.0 (i.e. the fourth industrial revolution, or the automation and data exchange in manufacturing technologies and processes) and cloud computing (i.e. the on-demand availability of computing resources and data storage without direct active management by the user) is driving increased innovation in semiconductor and electronics manufacturing and analytics, as well as in the organization of information technology (“IT”) networks and computing at semiconductor and electronics companies across the ecosystem. First, the ubiquity of wireless connectivity and sensor technology enables any manufacturing company to augment its factories and visualize its entire production line. In parallel, the cost per terabyte of data storage has generally decreased over time. The combination of these two trends means that more data is collected and stored than ever before. Further, semiconductor companies are striving to analyze these very large data sets in real-time to make rapid decisions that measurably improve manufacturing efficiency and quality. In parallel, the traditional practice of on-site data storage, even for highly sensitive data, is changing. The ability to cost-effectively and securely store, analyze, and retrieve massive quantities of data from the cloud versus on-premise enables data to be utilized across a much broader population of users, frequently resulting in greater demands on analytics programs. The combination of these latter two trends means that cloud-based, analytic programs that effectively manage identity management, physical security, and data protection are increasingly in demand for insights and efficiencies across the organizations of these companies. We believe that all these trends will continue for the next few years, and the challenges involved in adopting Industry 4.0 and secure cloud computing will create opportunities for our combination of advanced analytics capabilities, proven and established supporting infrastructure, and professional services to configure our products to meet customers’ specialized needs.

Other trends may continue to affect our Characterization services business and Integrated Yield Ramp revenue specifically. For example, semiconductor manufacturers have recently been experiencing lower wafer shipments, which has negatively impacted our Integrated Yield Ramp gainshare revenue. The logic foundry market at the leading-edge nodes, such as 7nm, 5nm, and smaller, underwent significant change over the past few years. The leading foundry continues to dominate market share. This trend will likely continue to impact our Characterization services business on these nodes. We expect most logic foundries to invest in derivatives of older process nodes, such as 28nm and 14nm, to extract additional value as many of their customers will not move to advanced nodes due to either technological barriers or restrictive economics. Foundries that participate at leading edge nodes are expected to continue to invest in new technologies such as memory, packaging, and multi-patterned and extreme ultraviolet lithography, as well as new innovations in process control and variability management. We expect China’s investment in semiconductors to continue. Compliance with changing U.S. export restrictions limit our possible business with Chinese semiconductor manufacturers on advanced nodes. As a result of these market developments, we have chosen to focus our resources and investments in products, services, and solutions for analytics.

There are other global or business trends that may affect our business opportunities generally as follows:

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Macroeconomy, inventories, and demand. The worldwide economy performance is uneven, and the possibility of a recession persists. Inventories of semiconductor devices remain elevated in some instances. The strength of demand for semiconductor products has varied by region and product segment. For example, demand for graphical processing unit products is strong, while demand for smart phones remains weak. With high inventories and soft demand, semiconductor fab utilization rates are also low and semiconductor capital equipment orders have been impacted for some vendors and market segments. As a result of these trends, customers are being cautious with their spend and some purchase cycles are lengthening and other purchase decisions are being delayed, particularly with respect to larger deals.

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Changing export controls and sanctions. The U.S. government continues to expand and intensify export controls and sanctions, with a major focus on the destinations of and/or entities in the People’s Republic of China (“P.R.C.”), Russian Federation, and Belarus. After an internal evaluation, we determined that a large percentage of our software products are not of U.S. origin and, thus, not subject to the U.S. Export Administration Regulations. Our standard operations include development, distribution processes, software download sites, and professional service centers and processes located in various geographies around the world to better serve our customers. Some customers in the P.R.C., in particular, have nonetheless expressed concerns to us that continued action by the U.S. government could potentially interrupt their ability to make use of our products or services, which has in some cases, and could in the future, negatively impact the demand for our products and services by these customers. In October 2022 and October 2023, the U.S. government issued interim final rules adding novel and complex export control restrictions, some exclusions, and requests for public comment. In light of questions about some restrictions and guidance, the U.S. government issued an interim final rule in April 2024 making corrections and clarifications, expanding restrictions, and seeking further public questions and comments. U.S. government policy and regulation remain fluid and uncertain, and could in the future impact segments of our business. Other countries and jurisdictions with important roles in our industry are updating some of their export control regulations to further align with those of the U.S. government and, in some cases, to counter U.S. regulations. For example, the P.R.C. has imposed restrictions on imports of certain memory ICs offered by U.S. companies and has been developing its legal authorities to counter foreign sanctions. On April 12, 2024, the U.S. government renewed its caution that visitors to the P.R.C. are subject to arbitrary enforcement of local laws and wrongful detention, a risk that could deter or hinder certain business activities. Based on our current assessments, we expect the near-term impact of these expanded trade restrictions on our business to be limited, but revisions, clarifications, and proposals that are still in government development and open questions of interpretation leave much unknown. We will continue to monitor for any further trade restrictions, other regulatory or policy changes by the U.S. or foreign governments and any actions in response. The uncertainty caused by these recent regulations and the potential for additional future restrictions could negatively affect our future sales in the P.R.C. market.

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Investments in semiconductor manufacturing. In 2022, the U.S. Congress passed into law funding programs from the bipartisan CHIPS and Science Act of 2022 (the “CHIPS Act”), authorizing the Department of Commerce, Department of Defense, and Department of State to develop onshore domestic manufacturing of semiconductors considered critical to U.S. competitiveness and national security. It is expected that U.S. semiconductor companies, especially manufacturers, will increase spending as a result of receiving funds under these programs. Recipients of funding under such programs may be required to agree to separate restrictions on certain commercial activity in the P.R.C., where we currently commercially operate. If our customers engage us for projects funded by these programs, we will evaluate all restrictions, and their impact on our existing business, before entering into any contracts associated with these programs.

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Geopolitical tensions/conflicts. Geopolitical tensions and conflicts in various locations around the world continue to increase, including on the issue of Taiwan in Asia, Ukraine and Russia, and most recently between Israel and Hamas and Iran. These current situations have created volatility in the global financial markets and may have further global economic consequences, including potential disruptions of the global supply chain and heightened volatility of commodity and raw material prices. This has increased fears of a global recession. We have contractors located in the West Bank and in Israel, who are providing software development and customer technical support services, and we have developed contingency plans to use alternative resources to continue serving customers, if needed. Any escalations could lead to disruptions or reductions in international trade, deter or prevent purchasing activity of customers, and negatively impact our development timelines and customer support (with respect to the Israel-Hamas conflict) or China sales (with respect to U.S.-P.R.C. tensions) and financial results in general (with respect to global tensions).

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Financial Highlights

Financial highlights for the three months ended March 31, 2024, are as follows:

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Total revenues were $41.3 million, an increase of $0.6 million, or 1%, compared to the three months ended March 31, 2023. Analytics revenue was $38.5 million, an increase of $2.1 million, or 6%, compared to the three months ended March 31, 2023. The increase in Analytics revenue was driven by increases in revenues from Exensio and Cimetrix software licenses, partially offset by a decrease in revenues from DFI and CV systems. Integrated Yield Ramp revenue was $2.8 million, a decrease of $1.6 million, or 36%, compared to the three months ended March 31, 2023. The decrease in Integrated Yield Ramp revenue was primarily due to a decrease in hours worked on fixed-fees engagements and Gainshare from decreased customer wafer shipments at non-leading-edge nodes.

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Costs of revenues increased $1.6 million, compared to the three months ended March 31, 2023, primarily due to an increase in hardware costs, third-party cloud-delivery costs and subcontractor costs. These increases were partially offset by a decrease in personnel-related costs.

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Net loss was $0.4 million, compared to a net income of $0.4 million for the three months ended March 31, 2023. The decrease in net income was primarily attributable to increases in (i) costs of revenues, (ii) sales and marketing activities, and general and administrative expenses, which were primarily related to increases in personnel-related costs, general legal expenses, and third-party cloud-services costs, partially offset by a decrease in legal fees related to the arbitration proceeding over a disputed customer contract, partially offset by (a) an increase in total revenues, (b) an increase in interest income, (c) net favorable fluctuations in foreign currency exchange rates, and (d) a decrease in income tax expense.

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Cash, cash equivalents, and short-term investments as of March 31, 2024, were $122.9 million, compared to $135.5 million as of December 31, 2023, a decrease of $12.6 million, primarily due to payments of accrued bonuses, payments to vendors and for income taxes, purchases of property and equipment, repurchases of common stock, and payments of taxes related to net share settlement of equity awards, partially offset by cash collection from customers, proceeds from purchases under our employee stock purchase plan and exercise of stock options, and interest income from cash, cash equivalents and short-term investments.

Critical Accounting Estimates

See Note 1, Basis of Presentation and Summary of Significant Accounting Policies, to our unaudited condensed consolidated financial statements in this Quarterly Report on Form 10-Q, for a description of recent accounting pronouncements and accounting changes, including the expected dates of adoption and estimated effects, if any, on our condensed consolidated financial statements, and to “Management’s Discussion and Analysis of Financial Condition and Results of Operations” contained in Part II, Item 7 of our Annual Report on Form 10-K for the year ended December 31, 2023, filed with the SEC on February 27, 2024.

There were no material changes during the three months ended March 31, 2024, to the items that we disclosed as our critical accounting policies and estimates in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in Part II, Item 7 of our Annual Report on Form 10-K for the year ended December 31, 2023.

The following is a brief discussion of the more significant accounting policies and methods that we use.

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General

Our discussion and analysis of our financial conditions, results of operations and cash flows are based on our condensed consolidated financial statements, which have been prepared in conformity with accounting principles generally accepted in the United States of America. Our preparation of these condensed consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets and liabilities, the disclosure of contingent assets and liabilities at the dates of the financial statements and the reported amounts of revenues and expenses during the reporting periods. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances. The most significant estimates and assumptions relate to revenue recognition, valuation of long-lived assets including goodwill and intangible assets, stock-based compensation and the realization of deferred tax assets (“DTAs”). Actual amounts may differ from such estimates under different assumptions or conditions.

Revenue Recognition

We derive revenue from two sources: Analytics and Integrated Yield Ramp.

Analytics Revenue

Analytics revenue is derived from the following primary offerings: licenses and services for standalone Software (which consists primarily of Exensio and Cimetrix products), SaaS (which consists primarily of Exensio products), and DFI and CV systems (including Characterization services) that do not include performance incentives based on customers’ yield achievement.

Revenue from standalone software is recognized depending on whether the license is perpetual or time-based. Perpetual (one-time charge) license software is recognized at the time of the inception of the arrangement when control transfers to the customers, if the software license is distinct from the services offered by us. Revenue from post-contract support is recognized over the contract term on a straight-line basis, because we are providing (i) support and (ii) unspecified software updates on a when-and-if available basis over the contract term. Revenue from time-based-licensed software is allocated to each performance obligation and is recognized either at a point in time or over time as follows. The license component is recognized at the time when control transfers to customers, with the post-contract support component recognized ratably over the committed term of the contract. For contracts with any combination of licenses, support, and other services, distinct performance obligations are accounted for separately. For contracts with multiple performance obligations, we allocate the transaction price of the contract to each performance obligation on a relative basis using the standalone selling price (“SSP”) attributed to each performance obligation.

Revenue from SaaS arrangements, which allow for the use of a cloud-based software product or service over a contractually determined period of time without the customer having to take possession of the software, is accounted for as subscriptions and is recognized as revenue ratably, on a straight-line basis, over the subscription period beginning on the date the service is first made available to customers. For contracts with any combination of SaaS and related services, distinct performance obligations are accounted for separately. For contracts with multiple performance obligations, the Company allocates the transaction price of the contract to each performance obligation on a relative basis using the SSP attributed to each performance obligation.

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a percentage of completion method based on costs or labor-hours inputs, whichever is the most appropriate measure of the progress towards completion of the contract. The estimation of percentage of completion method is complex and subject to many variables that require significant judgment.

The Company also leases some of its DFI system and CV system assets to some customers. The Company determines the existence of a lease when the customer controls the use of these identified assets for a period of time defined in the lease agreement and classifies such leases as operating leases or sales-type leases. A lease is classified as a sales-type lease if it meets certain criteria under ASC Topic 842, Leases; otherwise it is classified as an operating lease. Operating lease revenue is recognized on a straight-line basis over the lease term. Sales-type lease revenue and corresponding lease receivables are recognized at lease commencement based on the present value of the future lease payments, and related interest income on lease receivable is recognized over the lease term and are recorded under Analytics revenue in the accompanying condensed consolidated statements of comprehensive income (loss). Payments under sales-type leases are discounted using the interest rate implicit in the lease. When the Company’s leases are embedded in contracts with customers that include non-lease performance obligations, the Company allocates consideration in the contract between lease and non-lease components based on their relative SSPs. Assets subject to operating leases remain in property and equipment and continue to be depreciated. Assets subject to sales-type leases are derecognized from property and equipment, net at lease commencement and a net investment in the lease asset is recognized in prepaid expenses and other current assets and other non-current assets in the accompanying condensed consolidated balance sheets.

Integrated Yield Ramp Revenue

Integrated Yield Ramp revenue is derived from our yield ramp engagements that include Gainshare or other performance incentives based on customers’ yield achievement.

Revenue under these project–based contracts, which are delivered over a specific period of time typically for a fixed fee component paid on a set schedule, is recognized as services are performed using a percentage of completion method based on costs or labor-hours inputs, whichever is the most appropriate measure of the progress towards completion of the contract. Where there are distinct performance obligations, we allocate revenue to all deliverables based on their SSPs and allocate the transaction price of the contract to each performance obligation on a relative basis using SSP. Similar to the services provided in connection with DFI systems and CV systems that are contributing to Analytics revenue, due to the nature of the work performed in these arrangements, the estimation of percentage of completion method is complex and subject to many variables that require significant judgment.

The Gainshare contained in the yield ramp contracts is a variable fee related to continued usage of our IP after the fixed-fee service period ends, based on the customers’ yield achievement. Revenue derived from Gainshare is contingent upon our customers reaching certain defined production yield levels. Gainshare periods are generally subsequent to the delivery of all contractual services and performance obligations. We record Gainshare as a usage-based royalty derived from customers’ usage of intellectual property and record it in the same period in which the usage occurs.

Income Taxes

We are required to assess whether it is “more-likely-than-not” that we will realize our DTAs. If we believe that they are not likely to be fully realizable before the expiration dates applicable to such assets, then to the extent we believe that recovery is not likely, we must establish a valuation allowance. Based on all available evidence, both positive and negative, we determined a full valuation allowance was still appropriate for our U.S. federal and state net DTAs, primarily driven by a cumulative loss incurred over the 12-quarter period ended March 31, 2024, and the likelihood that we may not utilize tax attributes before they expire. The valuation allowance was approximately $64.2 million as of March 31, 2024, and December 31, 2023. We will continue to evaluate the need

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for a valuation allowance and may change our conclusion in a future period based on changes in facts (e.g., 12-quarter cumulative profit, significant new revenue, etc.). If we conclude that we are more-likely-than-not to utilize some or all of our U.S. DTAs, we will release some or all of our valuation allowance and our tax provision will decrease in the period in which we make such determination.

We evaluate our DTAs for realizability considering both positive and negative evidence, including our historical financial performance, projections of future taxable income, future reversals of existing taxable temporary differences, tax planning strategies and any carryback availability. In evaluating the need for a valuation allowance, we estimate future taxable income based on management approved business plans. This process involves significant management judgment about assumptions that are subject to change from period to period based on changes in tax laws or variances between future projected operating performance and actual results. Changes in the net DTAs, less offsetting valuation allowance, in a period are recorded through the income tax provision and could have a material impact on the condensed consolidated statements of comprehensive income (loss).

Our income tax calculations are based on the application of applicable U.S. federal, state, and/or foreign tax law. Our tax filings, however, are subject to audit by the respective tax authorities. Accordingly, we recognize tax liabilities based upon our estimate of whether, and the extent to which, additional taxes will be due when such estimates are more-likely-than-not to be sustained. An uncertain income tax position will not be recognized if it has less than a 50% likelihood of being sustained. To the extent the final tax liabilities are different than the amounts originally accrued, the increases or decreases are recorded as income tax expense or benefit in the condensed consolidated statements of comprehensive income (loss). As of March 31, 2024, no deferred taxes have been provided on undistributed earnings from our international subsidiaries. We intend to reinvest the earnings of our non-U.S. subsidiaries in those operations indefinitely. As such, we have not provided for any foreign withholding taxes on the earnings of foreign subsidiaries as of March 31, 2024. The earnings of our foreign subsidiaries are taxable in the U.S. in the year earned under the Global Intangible Low-Taxed Income rules implemented under 2017 Tax Cuts and Jobs Act.

The CHIPS Act was signed into U.S. law on August 9, 2022. The CHIPS Act is intended to increase domestic competitiveness in semiconductor manufacturing capacity, increase research and development in computing, artificial intelligence, clean energy, and nanotechnology through federal government programs and incentives over the next ten years. The CHIPS Act includes an advanced manufacturing tax credit equal to 25% of qualified investments in property purchased for an advanced manufacturing facility. We have begun to see some benefit from the CHIPS Act to our business, but the extent of future benefit is still unknown.

Stock-Based Compensation

We account for stock-based compensation using the fair value method, which requires us to measure stock-based compensation based on the grant-date fair value of the awards and recognize the compensation expense over the requisite service period. As stock-based compensation expense recognized is based on awards ultimately expected to vest, it has been reduced for estimated forfeitures. Forfeitures are estimated at the time of grant and revised, if necessary, in subsequent periods if actual forfeitures differ from those estimates.

The fair value of our restricted stock units is equal to the market value of our common stock on the date of the grant. These awards are subject to time-based vesting which generally occurs over a period of four years.

The fair value of our stock options and purchase rights granted under employee stock purchase plan is estimated using the Black-Scholes-Merton option-pricing model, which incorporates various assumptions including volatility, expected life and interest rates. The expected volatility is based on the historical volatility of our common stock over the most recent period commensurate with the estimated expected life of our stock options and purchase rights granted under employee stock purchase plan. The expected life is based on historical

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experience and on the terms and conditions of the options granted and purchase rights granted under employee stock purchase plan. The interest rate assumption is based upon observed Treasury yield curve rates appropriate for the expected life of our stock options and purchase rights granted under employee stock purchase plan.

Valuation of Long-lived Assets including Goodwill and Intangible Assets

We record goodwill when the purchase consideration of an acquisition exceeds the fair value of the net tangible and identified intangible assets as of the date of acquisition. We have one operating segment and one operating unit. We perform an annual impairment assessment of goodwill during the fourth quarter of each calendar year or more frequently, if required, to determine if any events or circumstances exist, such as an adverse change in business climate or a decline in the overall industry demand, that would indicate that it would more likely than not reduce the fair value of a reporting unit below its carrying amount, including goodwill. If events or circumstances do not indicate that the fair value of a reporting unit is below its carrying amount, then goodwill is not considered to be impaired and no further testing is required. If the carrying amount exceeds its fair value, an impairment loss would be recognized equal to the amount of excess, limited to the amount of total goodwill. There was no impairment of goodwill for the three months ended March 31, 2024.

Our long-lived assets, excluding goodwill, consist of property, equipment, and intangible assets. We periodically review our long-lived assets for impairment. For assets to be held and used, we initiate our review whenever events or changes in circumstances indicate that the carrying amount of a long-lived asset group may not be recoverable. Recoverability of an asset group is measured by comparison of its carrying amount to the expected future undiscounted cash flows that the asset group is expected to generate. If it is determined that an asset group is not recoverable, an impairment loss is recorded in the amount by which the carrying amount of the asset group exceeds its fair value. There was no impairment of long-lived assets for the three months ended March 31, 2024.

Recent Accounting Pronouncements and Accounting Changes

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Results of Operations

Discussion of Financial Data for the Three Months ended March 31, 2024 and 2023

Revenues, Costs of Revenues, and Gross Margin


	Three Months Ended March 31,						Change
(Dollars in thousands)	2024			2023			$		%
Revenues:
Analytics	$	38,463		$	36,326		$	2,137	6	%
Integrated Yield Ramp		2,847			4,433			(1,586)	(36)	%
Total revenues		41,310			40,759			551	1	%
Costs of revenues		13,529			11,904			1,625	14	%
Gross profit	$	27,781		$	28,855		$	(1,074)	(4)	%
Gross margin		67	%		71	%

Analytics revenue as a percentage of total revenues		93	%		89	%
Integrated Yield Ramp revenue as a percentage of total revenues		7	%		11	%

Analytics Revenue

Analytics revenue increased $2.1 million for the three months ended March 31, 2024, compared to the three months ended March 31, 2023. The increase in Analytics revenue was driven by increases in revenues from Exensio and Cimetrix software licenses, partially offset by a decrease in revenues from DFI and CV systems.

Integrated Yield Ramp Revenue

Integrated Yield Ramp revenue decreased $1.6 million for the three months ended March 31, 2024, compared to the three months ended March 31, 2023, primarily due to decreases in hours worked on fixed-fees engagements and Gainshare from decreased customer wafer shipments at non-leading-edge nodes.

Our Integrated Yield Ramp revenue may continue to fluctuate from period to period primarily due to the contribution of Gainshare, which is dependent on many factors that are outside our control, including among others, continued production of ICs by our customers at facilities at which we generate Gainshare, sustained yield improvements by our customers, and whether we enter into new contracts containing Gainshare.

Our Analytics and Integrated Yield Ramp revenues may also fluctuate in the future and are dependent on a number of factors, including the semiconductor industry’s continued acceptance of our products, services and solutions, the timing of purchases by existing and new customers, cancellations by existing customers, and our ability to attract new customers and penetrate new markets, supply chain challenges and further penetration of our current customer base. Fluctuations in future results may also occur if any of our significant customers renegotiate pre-existing contractual commitments, including due to adverse changes in their own business.

Costs of Revenues

Costs of revenues consist primarily of costs incurred to provide and support our services, costs recognized in connection with licensing our software, IT and facilities-related costs and amortization of acquired technology. Service costs include material costs, hardware costs (including cost of leased assets under sales-type lease), personnel-related costs (including compensation), employee benefits, bonus and stock-based compensation expense, subcontractor costs, overhead costs, travel expenses, and allocated facilities-related costs. Software

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license costs consist of costs associated with third-party cloud-delivery related expenses and licensing third-party software used by us in providing services to our customers in solution engagements or sold in conjunction with our software products.

The increase in costs of revenues of $1.6 million for the three months ended March 31, 2024, compared to the three months ended March 31, 2023, was primarily due to (i) a $1.7 million increase in hardware costs, (ii) a $0.1 million increase in third-party cloud-delivery costs and (ii) a $0.1 million increase in subcontractor costs. These increases were partially offset by a $0.2 million decrease in personnel-related costs due to lower compensation expenses, partially offset by an increase in stock-based compensation expense.

Gross Margin

Gross margin decreased four percentage points for the three months ended March 31, 2024, to 67%, compared to 71% for the three months ended March 31, 2023. The lower gross margin during the three months ended March 31, 2024, was primarily due to higher cost of revenues and lower Gainshare revenue for the three months ended March 31, 2024.

Operating Expenses:

Research and Development


	Three Months Ended March 31,						Change
(Dollars in thousands)	2024			2023			$		%
Research and development	$	12,984		$	13,051		$	(67)	(1)	%
As a percentage of total revenues		31	%		32	%

Research and development expenses consist primarily of personnel-related costs including compensation, employee benefits, bonus, and stock-based compensation expense, outside development services, travel expenses, third-party cloud-services related costs, IT and facilities cost allocations to support product development activities.

Research and development expenses decreased $0.1 million for the three months ended March 31, 2024, compared to the three months ended March 31, 2023, primarily due to (i) a $0.3 million decrease in subcontractor fees primarily related to DFI systems and (ii) a $0.1 million decrease in facilities and IT-related costs including depreciation expense, partially offset by (a) a $0.3 million increase in personnel-related costs mostly resulting from higher stock-based compensation and employee benefits expenses, partially offset by lower bonus expenses, and (b) a $0.1 million increase in third-party cloud-services costs.

We anticipate our expenses in research and development will fluctuate in absolute dollars from period to period as a result of the size and the timing of product development projects.

Selling, General, and Administrative


	Three Months Ended March 31,						Change
(Dollars in thousands)	2024			2023			$		%
Selling, general, and administrative	$	16,498		$	15,645		$	853	5	%
As a percentage of total revenues		40	%		38	%

Selling, general, and administrative expenses consist primarily of personnel-related costs including compensation, employee benefits, bonus, commission and stock-based compensation expense for sales, marketing, and general and administrative personnel, legal, tax and accounting services, marketing communications expenses, third-party cloud-services related costs, travel, IT, and facilities cost allocations.

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Selling, general, and administrative expenses increased $0.9 million for the three months ended March 31, 2024, compared to the three months ended March 31, 2023, primarily due to (i) a $2.4 million increase in personnel-related costs mainly resulting from increases in stock-based and other compensation expense, including commission, employee benefit costs, headcount and worldwide salary increases, (ii) a $0.6 million increase in general legal expenses and (iii) a $0.2 million increase in third-party cloud-services costs. These were partially offset by a $2.1 million decrease in legal fees related to the arbitration proceeding over a disputed customer contract.

We anticipate our selling, general, and administrative expenses will fluctuate in absolute dollars from period to period as a result of cost control initiatives and to support increased selling efforts in the future.

Amortization of Acquired Intangible Assets


	Three Months Ended March 31,				Change
(Dollars in thousands)	2024		2023		$		%
Amortization of acquired intangible assets	$	259	$	325	$	(66)	(20)	%

Amortization of acquired intangible assets primarily consists of amortization of intangibles acquired as a result of certain business combinations.

Interest and Other Expense (Income), Net


	Three Months Ended March 31,				Change
(Dollars in thousands)	2024		2023		$		%
Interest and other expense (income), net	$	(1,692)	$	(911)	$	781	86	%

Interest and other expense (income), net, primarily consists of interest income and foreign currency transaction exchange gains and losses.

Interest and other expense (income), net increased $0.8 million for the three months ended March 31, 2024, compared to the three months ended March 31, 2023, primarily due to higher interest income resulting from higher interest rates, and net favorable fluctuations in foreign currency exchange rates.

Income Tax Expense


	Three Months Ended March 31,				Change
(Dollars in thousands)	2024		2023		$		%
Income tax expense	$	(125)	$	(390)	$	(265)	(68)	%

Income tax expense decreased for the three months ended March 31, 2024, compared to the three months ended March 31, 2023, primarily due to changes in the foreign and state taxes and year-to-date recognition of worldwide pre-tax income (loss) in relation to their forecasted amounts for full years.

Any significant change in our future effective tax rates could adversely impact our consolidated financial position, results of operations and cash flows. Our future tax rates may be adversely affected by a number of factors including increase in expenses not deductible for tax purposes, new or changing tax legislation in the United States and in foreign countries where we are subject to tax jurisdictions, the geographic composition of our pre-tax income, the amount of our pre-tax income as business activities fluctuate, our ability to use tax attributes such as research and development tax credits and net operation losses, the tax effects of employee stock activity, audit

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examinations with adverse outcomes, changes in accounting principles generally accepted in the United States of America and the effectiveness of our tax planning strategies.

Liquidity and Capital Resources

As of March 31, 2024, our working capital, defined as total current assets less total current liabilities, was $135.5 million, compared to $147.0 million as of December 31, 2023. Total cash, cash equivalents, and short-term investments were $122.9 million as of March 31, 2024, compared to cash, cash equivalents, and short-term investments of $135.5 million as of December 31, 2023. As of March 31, 2024, and December 31, 2023, cash and cash equivalents held by our foreign subsidiaries were $11.1 million and $10.0 million, respectively. We believe that our existing cash resources and anticipated funds from operations will satisfy our cash requirements to fund our operating activities, capital expenditures, other obligations for at least the next twelve months, and thereafter for the foreseeable future, however, we will continue to evaluate if we require additional funding to meet our longer term needs.

Repurchase of Company’s Common Stock

On April 11, 2022, the Board of Directors adopted a stock repurchased program (the “2022 Program”) to repurchase up to $35.0 million of the Company’s common stock both on the open market and in privately negotiated transactions, including through Rule 10b5-1 plans, from time to time, over the next two years. During the three months ended March 31, 2024, 201,561 shares were repurchased by the Company under the 2022 Program at an average price of $34.23 per share for an aggregate total price of $6.9 million. In total, the Company has repurchased 937,501 shares under the 2022 Program at an average price of $25.96 per share for an aggregate total price of $24.3 million.

Cash Flow Data

The following table summarizes our cash flows for the periods presented:


	Three Months Ended March 31,
(In thousands)	2024		2023		$ Change
Net cash flows provided by (used in):
Operating activities	$	(1,862)	$	(982)	$	(880)
Investing activities		(2,642)		(2,253)		(389)
Financing activities		(8,752)		(2,093)		(6,659)
Effect of exchange rate changes on cash and cash equivalents		(466)		86		(552)
Net change in cash and cash equivalents	$	(13,722)	$	(5,242)	$	(8,480)

Net Cash Flows Used in Operating Activities

Cash flows used in operating activities during the three months ended March 31, 2024, consisted of net loss, adjusted for certain non-cash items which primarily consisted of depreciation and amortization, stock-based compensation expense, amortization of acquired intangible expense, amortization of costs capitalized to obtain revenue contracts, net accretion of discounts on short-term investments, and net change in operating assets and liabilities.

Net cash flows used in operating activities was $1.9 million for the three months ended March 31, 2024, compared to net cash flows used in operating activities of $1.0 million for the three months ended March 31, 2023. The $0.9 million increase in cash flows used in operating activities between the periods was driven primarily by payments under the Company’s bonus plan, changes in net income (loss) between comparable periods, partially

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offset by collections from customers. Net loss was $0.4 million for the three months ended March 31, 2024, compared to a net income of $0.4 million for the three months ended March 31, 2023.

The major contributors to the net change in operating assets and liabilities for the three months ended March 31, 2024, were as follows:

●

Accounts receivable increased by $2.4 million, primarily due to contractual invoicing activity and an increase in unbilled accounts receivables due to the timing of billing and revenue recognition, partially offset by collections from customers;

●

Other non-current assets increased by $5.9 million primarily due to an increase non-current assets from sales-type leases, increases in costs capitalized to obtain revenue contracts and non-current unbilled accounts receivables due to the timing of billing and revenue recognition, partially offset by the amortization of non-current prepaid expenses and a decrease in non-current contract assets;

●

Accounts payable increased by $1.8 million primarily due to the timing of payments of vendor invoices;

●

Accrued compensation and related benefits decreased by $5.2 million primarily due to the payments of accrued bonuses net of new bonus accruals, and exercise of purchase rights under employee stock purchase plan, partially offset by an increase in accrued commissions;

●

Deferred revenue increased by $1.5 million primarily due to the timing of billing and revenue recognition; and

●

Billings in excess of recognized revenues increased by $0.8 million primarily due to the timing of billing and revenue recognition.

Net Cash Flows Used in Investing Activities

Net cash used in investing activities was $2.6 million for the three months ended March 31, 2024, compared to $2.3 million for the three months ended March 31, 2023.

For the three months ended March 31, 2024, cash used in investing activities primarily related to purchases of short-term investments of $19.6 million, purchases of property and equipment of $2.0 million primarily related to our DFI systems, partially offset by proceeds from maturities and sales of short-term investments of $19.0 million.

For the three months ended March 31, 2023, cash used in investing activities primarily related to purchases of short-term investments of $6.4 million and purchases of property and equipment of $2.9 million primarily related to our DFI systems and CV systems, partially offset by proceeds from maturities and sales of short-term investments of $7.0 million.

Net Cash Flows Used in Financing Activities

Net cash used in financing activities was $8.8 million for the three months ended March 31, 2024, compared to $2.1 million for the three months ended March 31, 2023.

For the three months ended March 31, 2024, net cash used in financing activities primarily consisted of repurchases of common stock of $6.9 million, $3.8 million in cash payments for taxes related to net share settlement of equity awards, partially offset by $1.9 million of proceeds from our employee stock purchase plan and exercise of stock options.

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For the three months ended March 31, 2023, net cash used in financing activities primarily consisted of $4.1 million in cash payments for taxes related to net share settlement of equity awards, partially offset by $2.0 million of proceeds from our employee stock purchase plan and exercise of stock options.

Related Party Transactions

Refer to Note 12, Strategic Partnership Agreement with Advantest and Related Party Transactions, to our unaudited condensed consolidated financial statements in this Quarterly Report on Form 10-Q, for the discussion about related party transactions between the Company and Advantest (as defined therein).

Off-Balance Sheet Agreements

We do not have any off-balance sheet arrangements, investments in special purpose entities or undisclosed borrowings or debt.

Item 3. Quantitative and Qualitative Disclosures about Market Risk

The following discusses our exposure to market risk related to changes in interest rates and foreign currency exchange rates. We do not currently own any equity investments, nor do we expect to own any in the foreseeable future. This discussion contains forward-looking statements that are subject to risks and uncertainties. Actual results could vary materially as a result of a number of factors.

Interest Rate Risk. As of March 31, 2024, we had cash, cash equivalents and short-term investments of $122.9 million. Cash and cash equivalents consisted of cash and highly liquid money market instruments and short-term investments consisted of U.S. Government securities. We would not expect our operating results or cash flows to be affected to any significant degree by the effect of a sudden change in market interest on our portfolio. A hypothetical increase in market interest rates of 100 basis points from the market rates in effect as of March 31, 2024, would cause the fair value of these investments to decrease by an immaterial amount which would not have significantly impacted our financial position or results of operations.

As of March 31, 2024, and periodically throughout the year, we have maintained cash balances in various operating accounts in excess of federally insured limits. We limit the amount of credit exposure to any financial institution by evaluating the creditworthiness of the financial institutions with which we invest and investing through more than one financial institution.

Foreign Currency and Exchange Risk. Certain of our receivables and payables for our international offices are denominated in the local currency, including the Euro, Yen and RMB. Therefore, a portion of our revenues and operating expenditures are subject to foreign currency risks. From time to time, we enter into foreign currency forward contracts to reduce the exposure to foreign currency exchange rate fluctuations on certain foreign currency denominated monetary assets and liabilities. We do not use foreign currency forward contracts for speculative or trading purposes. We record these forward contracts at fair value. The counterparty to these foreign currency forward contracts is a financial institution that we believe is creditworthy, and therefore, we believe the credit risk of counterparty non-performance is not significant. The change in fair value of these contracts is recorded in earnings as a component of other income (expense), net and offsets the change in fair value of foreign currency denominated monetary assets and liabilities, which is also recorded in other income (expense), net. As of March 31, 2024, we had no outstanding forward contracts.

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Item 4. Controls and Procedures

Evaluation of Disclosure Controls and Procedures

Our management, with the participation of our principal executive officer and principal financial and accounting officer, evaluated the effectiveness of our “disclosure controls and procedures” as defined in Exchange Act Rules 13a-15(e) and 15d-15(e) as of March 31, 2024, in connection with the filing of this Quarterly Report on Form 10-Q. Based on that evaluation as of March 31, 2024, our principal executive officer and principal financial and accounting officer concluded that our disclosure controls and procedures were effective to ensure that information we are required to disclose in reports that we file or submit under the Exchange Act is recorded, processed, summarized and reported within the time periods specified in the rules and forms of the SEC and is accumulated and communicated to our management as appropriate to allow timely decisions regarding required disclosure.

Changes in Internal Control over Financial Reporting

There were no changes in the Company’s internal control over financial reporting during the three months ended March 31, 2024, that have materially affected, or are reasonably likely to materially affect, the Company’s internal control over financial reporting.

PART II — OTHER INFORMATION

Item 1. Legal Proceedings

Refer to Note 11, Commitments and Contingencies to our condensed consolidated financial statements in this Quarterly Report on Form 10-Q, for information regarding our legal proceedings.

Item 1A. Risk Factors

As of the date of this Quarterly Report on Form 10-Q, there have been no material changes from the risk factors disclosed in our Annual Report on Form 10-K for the year ended December 31, 2023, filed with the SEC on February 27, 2024. Any of such factors could result in a significant or material adverse effect on our result of operations or financial conditions. Additional risk factors not presently known to us or that we currently deem immaterial may also impair our business or results of operations. We may disclose changes to such factors or disclose additional factors from time to time in our future filings with the SEC.

Item 2. Unregistered Sales of Equity Securities and Use of Proceeds

Repurchase of Shares of Company Equity Securities

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The table below sets forth the information with respect to purchases made under the 2022 Program by or on behalf of the Company or any “affiliated purchaser” (as the term is defined in Rule 10b-18(a)(3) under the Exchange Act) of our common stock during the three months ended March 31, 2024.


					Approximate
				Total Number	Dollar
				of Shares	Value of
				Purchased	Shares that
	Total			as Part of	May Yet Be
	Number of			Publicly	Purchased
	Shares	Average		Announced	Under the
	Purchased	Price Paid		Programs	Programs
Period	(in thousands)	Per Share		(in thousands)	(in thousands)
January 1, 2024 through January 31, 2024	—	$	—	—	$	17,564
February 1, 2024 through February 29, 2024	—	$	—	—	$	17,564
March 1, 2024 through March 31, 2024	202	$	34.23	—	$	10,665
Total	202	$	—	—

See Note 5, Stockholders Equity – Stock Repurchase Program, to our unaudited condensed consolidated financial statements in this Quarterly Report on Form 10-Q for more information on the 2022 Program.

Item 3. Defaults Upon Senior Securities

None.

Item 4. Mine Safety Disclosures

None.

Item 5. Other Information

Insider Adoption or Termination of Trading Arrangements

During the quarter ended March 31, 2024, none of our directors or officers informed us of the adoption or termination of a “Rule 10b5-1 trading arrangement” or “non-Rule 10b5-1 trading arrangement,” as those terms are defined in Regulation S-K, Item 408.

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Item 6. Exhibits


		Incorporated by Reference
Exhibit Number	Exhibit Description	Form	Filing Date	Exhibit Number	SEC File No.	Provided Herewith
31.01	Certification of the principal executive officer pursuant to Exchange Act Rules 13a-14(a) and 15d-14(a), as adopted pursuant to Section 302 of the Sarbanes-Oxley Act of 2002.					X
31.02	Certification of the principal financial and accounting officer pursuant to Exchange Act Rules 13a-14(a) and 15d-14(a), as adopted pursuant to Section 302 of the Sarbanes-Oxley Act of 2002.					X
32.01	Certification pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002.*					X
32.02	Certification pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002.*					X
101	The following financial statements from the Company’s Quarterly Report on Form 10-Q for the quarter ended March 31, 2024, formatted in Inline XBRL: (i) Condensed Consolidated Balance Sheets, (ii) Condensed Consolidated Statements of Comprehensive Income (Loss), (iii) Condensed Consolidated Statements of Stockholders’ Equity, (iv) Condensed Consolidated Statements of Cash Flows and (v) Notes to Condensed Consolidated Financial Statements, tagged as blocks of text and including detailed tags.					X
104	Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101).

*	Furnished, and not filed.

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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.

	PDF SOLUTIONS, INC.


Date: May 9, 2024	By:	/s/ JOHN K. KIBARIAN
		John K. Kibarian
		President and Chief Executive Officer
		(principal executive officer)


Date: May 9, 2024	By:	/s/ ADNAN RAZA
		Adnan Raza
		Executive Vice President, Finance and Chief
		Financial Officer
		(principal financial and accounting officer)

Positive
Negative
Uncertain
Constraining
Legalese
Litigous
Readability	H.S. junior Avg

Three Months Ended March 31,

Intrinsic value of options exercised