CRA International Inc
NASDAQ:CRAI

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Earnings Call Analysis

Q3-2023 Analysis
CRA International Inc

CRA Adjusts Guidance, Shows Resilience Amid Headwinds

Amidst global market uncertainties, CRA has revised its full-year guidance with expected revenue between $610 million to $620 million and a non-GAAP EBITDA margin of 10.3% to 10.7%. The company experienced a decrease in new business conversion rates by about 20%, contributing to underwhelming revenue generation, yet managed a 4% revenue increase over nine months compared to the previous fiscal year. Despite these challenges, which included an unprecedented August dip, September showed signs of recovery, and the firm maintains a positive outlook as it continues with strong profitability levels reminiscent of 2021 and 2022. The company confirmed their assets are intact, no key revenue generators departed, and they announced a dividend increase signaling long-term confidence.

Market Headwinds and Revised Financial Outlook

The company has faced challenges this quarter, citing industry-wide headwinds, especially within their Antitrust & Competition Economics practice, consistent with a broader slowdown in M&A activities worldwide. Despite navigating these challenges, they have observed a 27% decrease in global M&A activity, leading to a moderate decline in their practice as compared to the previous year. Additionally, the company has lowered its full-year revenue and profit guidance due to a combination of these industry headwinds and broader market uncertainties.

Strong Liquidity Position and Capital Return Commitment

Financially, the company is secure with a healthy balance sheet ending the quarter with $27.6 million in cash and sufficient liquidity of approximately $191.1 million, which includes available credit facilities. Notably, they have demonstrated confidence in the business by returning $31.4 million to shareholders and announcing a 17% increase in their quarterly cash dividend along with having a substantial amount available for share repurchase programs.

Growth in Consultant Headcount and Operational Expenses

A positive highlight is the company's strategic expansion with an 11.3% growth in consultant headcount compared to the previous year. Although this growth impacts operational expenses, with selling, general, and administrative expenses slightly increasing, their strategic investments suggest confidence in future demand for their services. Moreover, effective tax rates have decreased, further exhibiting a financially favorable situation for the firm.

Investor Day and Forward-Looking Engagement

Signaling transparency and a willingness to engage with the investment community, the company has announced an upcoming Investor Day to delve deeper into their business strategy and industry trends. This initiative reaffirms their commitment to keeping the investors informed and involved.

Excess Consulting Capacity and Recovery Expectations

The company has acknowledged an excess in consulting capacity and lower-than-expected project conversion rates but remains optimistic about returning to typical operating levels by the end of the second quarter of fiscal 2024. This proactive outlook is underpinned by a historically low attrition rate and gradual improvement in business conversions post a particularly slow August.

Stable Asset Base and Ongoing Shareholder Distributions

Management reassures investors that despite the slowdown, their core asset base remains stable with no key personnel departures. This stability is reflected in their ongoing commitment to shareholder distributions, emphasizing a balance between share repurchases and dividends, indicating long-term confidence in the company's profitability and market position.

Commitment to Technological Advancement and Client Privacy

The company is cognizant of the evolving technological landscape, especially regarding AI. While embracing efficiency improvements and better service delivery through new technologies, they prioritize maintaining client confidentiality and privacy as a top concern.

Pricing Environment and Managing Client Budgets

Facing an unchanged pricing environment, the company has successfully maintained rate increases from the start of 2023. Managing client expectations and budget oversight has become critical, as the company focuses on consistent quality service delivery while adapting to more active client budget management.

Navigating Uncertainty and Sales Cycle Changes

The executive team cited heightened uncertainty as a factor in revising their guidance downward, with sales cycles lengthening and clients showing more caution. However, the company is not anticipating a fundamental shift in market dynamics and remains committed to aggressively pursuing new opportunities as they aim to navigate through this period of volatility.

Earnings Call Transcript

Earnings Call Transcript
2023-Q3

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Operator

Good day, everyone, and welcome to Charles River Associates Third Quarter 2023 Conference Call. Please note that today's call is being recorded. The company's earnings release and prepared remarks from CRA's Chief Financial Officer are posted on the Investor Relations section of CRA's website at crai.com. With us today are CRA's President and Chief Executive Officer; Paul Maleh; Chief Financial Officer, Dan Mahoney; and Chief Corporate Development Officer, Chad Holmes. And at this time, I would like to turn the call over to Mr. Maloney for his opening remarks. Thank you, Dan. Please go ahead.

D
Daniel Mahoney
executive

Thank you, John, and good morning, everyone. Please note that the statements made during this conference call, including guidance on future revenue and non-GAAP EBITDA margin and any other statements concerning the future business, operating results or financial condition of CRA, including those statements using the terms expect, outlook or similar terms are forward-looking statements as defined in Section 21 of the Exchange Act.

Information contained in these forward-looking statements is based on management's current expectations and is inherently uncertain. Actual performance and results may differ materially from those expressed or implied in these statements due to many important factors, including the level of demand for our services as a result of changes in general and industry-specific economic conditions. Additional information regarding these factors is included in today's release and in CRA's periodic reports, including our most recently filed annual report on Form 10-K and quarterly reports on Form 10-Q filed with the SEC.

CRA undertakes no obligation to update any forward-looking statements after the date of this call. Additionally, we will refer to some non-GAAP financial measures and certain measures presented on a constant currency basis on this call. Everyone is encouraged to refer to today's release and related CFO remarks for reconciliations of these non-GAAP financial measures to their GAAP comparable measures and descriptions of the calculation of EBITDA and measures presented on a constant currency basis. I will now turn it over to Paul for his report. Paul?

P
Paul Maleh
executive

Thanks, Dan, and good morning, everyone. Thank you for joining us today. Against the backdrop of macroeconomic uncertainties, we achieved $147.6 million in revenue in the third quarter, a decline up 0.6% relative to the third quarter of fiscal 2022. The lack of revenue growth for the company was an unusual departure from the prior 2 quarters in which CRA established new quarterly highs for revenue as well as from CRA's long history of delivering revenue growth and profit expansion. In each of the past 5 fiscal years, we have established new record highs in revenue, while our profitability measured by non-GAAP EBITDA, net income and EPS increased at multiples of our revenue growth over the same period.

The strength of the business and its ability to generate strong cash flows has allowed CRA to invest in value-creating growth and to return substantial capital to shareholders. Our efforts have resulted in a balanced growth portfolio in terms of services offered, geography and contributions from organic and inorganic pursuits. Moreover, our competitive position remains strong, and we see many growth opportunities resident in the markets we serve. As such, we will continue to execute on our plan with the objective of maximizing CRA's long-term value per share.

While our portfolio of services has demonstrated a history of exceptional performance, the third quarter of fiscal 2023 represented a speed bump on our journey. Utilization came in below historical levels at 66% and due to 2 main factors: higher consultant head count and lower new project originations. I will discuss both factors in greater detail. Similar to our experience in the first and second quarters of fiscal 2023, we continue to experience surprisingly low attrition rates. As a consequence, our third quarter consultant head count surged 11.3% year-over-year. Our year-to-date attrition in 2023 is historically low, falling even below the rates we experienced in 2020 when covered related lockdowns and economic uncertainty significantly limited employee movements.

We are pleased with the team we have assembled, but we remain focused on balancing the supply of labor against the demand for our services. By the end of the year, we forecast consulting head count to increase by mid to high single-digit percentage points year-over-year. Any further alignment, if necessary, will be realized through disciplined management of hiring and attrition.

On the demand side, our project lead flow has always served as a good barometer of future expansion in our business. For example, during the period from fiscal 2018 through fiscal 2022, project lead flow grew by approximately 10% per year, while revenue grew by approximately 9% per year. For the third quarter of fiscal 2023, our projected lead flow increased by 10% year-over-year. This marks the fourth consecutive quarter of double-digit growth in CRA's project lead flow.

While the lead flow was strong during the third quarter, the conversion rate of those leads into new revenue-producing assignments continue to fall below expectations. As a result, during the third quarter, our new project originations declined 3% year-over-year. Based on an examination of lead composition, we see little evidence that we are losing projects more frequently to competitors. Instead, it appears clients are delaying the start of new projects. We believe that project lead flow remains a good indicator of strong demand for our services in the long run even if the conversion into projects is disrupted in the short term by economic uncertainty.

Turning to results at the practice level. I was pleased that 6 of our 11 practices expanded year-over-year and 2 of our largest practices, Forensic Services and Life Sciences, delivering double-digit revenue growth. We also generated double-digit revenue growth from our international operations. Our management consulting services grew 14.5% year-over-year with our energy and life sciences practices driving the expansion. In the third quarter, CRA's Energy practice continued to support utilities, independent system operators, advanced energy technology companies and investors on engagements emerging from the energy transition. For example, CRA is working with Bermuda Electric Company on its integrated resource plan which will consider how the island could decarbonize away from fuel oil.

For the utility, Amarin, Illinois, CRA recently completed an engagement to evaluate whether the company should trade and operate in a different wholesale market as a result of the energy transition. Finally, an advanced nuclear reactor developer, CRA assisted the company's leadership with the development of a commercialization strategy for North American power markets. Our life sciences work and strategy and policy consulting provides a unique perspective on competition issues in the life sciences industry. For example, in the third quarter, the practice assisted with the successful defense of Amgen's acquisition of Verizon, a transaction that the FTC and some states had sued to prevent.

With respect to strategy consulting, we continue to perform considerable work in the areas of oncology, with more recent projects focused on the opportunity for antibody drug conjugates in the treatment of cancer. Revenue in the third quarter from CRA's legal and regulatory services declined 5% against the backdrop of mix trends within the legal market. Total case filings in the third quarter were up 15% year-over-year, while the number of core judgments declined 2% year-over-year. Within our legal regulatory services, 4 practices grew during the quarter. Our Forensic Services practice led the way in year-over-year revenue growth and was joined by the Financial Economics, Intellectual property and labor unemployment practices.

The Forensic Services practice continues to be called upon to leverage its deep digital and expert witness competencies to investigate various kinds of misconduct. For example, on behalf of one of the world's largest producers of electronic devices, we were retained to investigate and one of our experts expect to testify regarding the alleged theft of confidential information by departing employees and related claims of spoliation of evidence. Driven in part by a resurgence in ransomware attacks, our forensic services practice is regularly called on to help investigate and remediate cyber incident response matters. In a number of cases, data was stolen not only from clients directly, but from third-party service providers such as file transfer services that had been marked as secure.

Our clients who found themselves in precisely this situation was a publicly traded leader in cloud-based human resources and payroll systems. They called on CRA to help swiftly determine which of their hundreds of corporate clients had their data compromised to identify which employees of those corporate clients needed to be notified and to assess whether the threat actor had left behind any back doors that could potentially be exploited in the future.

CRA's intellectual property practice continues to advise on multiple high-stakes litigation arbitration and valuation matters covering a broad range of industries, including cloud computing, consumer electronics, electric vehicles, software, financial services and robotics. For example, a CRA expert provided economic analysis and testimony and a commercial arbitration between a major fast food chain and a provider of online ordering systems. The practice has also seen an increase in work related to international trade commissions, investigations in which complaints seek to block the unlawful importation of products found to infringe U.S. intellectual property rights.

CRA's financial economics practice is working with the social media platform to analyze fairness -- to analyze fairness risk for a range of machine learning predictive models used in marketing third-party financial products to users. The analysis is assisting the client and its legal counsel and evaluating the risk of inadvertent discriminatory effects of the models. Similarly, CRA performed a fair lending analysis for a large bank across a range of consumer and small business portfolios. The analysis is directed at helping the client to understand and to monitor the risk of legal discrimination in the underwriting, pricing and servicing of loans and helping the client to develop its internal capabilities to monitor failed ending risk on an ongoing basis.

The labor and employment practice continues to be a leading resource for clients facing complex employment issues and seeking proactive employment advice. During the third quarter, CRA experts were engaged across industries, including finance, energy and leisure as a critical partner for clients entering mediation and early case assessments on multiple California state wage and hour claims. Federal Fair Labor Standards Act [indiscernible] entitled 7 discrimination claims. For example, the practice supported the expert testimony of Professor Jonathan Gurion in a matter involving alleged adverse treatment with criminal background checks.

Additionally, CRA experts are regularly retained to assist companies in auditing pay practices to ensure regulatory compliance as well as internal pay equity, identifying potential payment corrections and pay equity adjustments. Finally, I would like to discuss CRA's Antitrust & Competition Economics practice, which remains the premier provider of merger and antitrust-related consulting services. After posting record quarterly revenue in each of the past 2 quarters and 4 of the past 6 quarters since the start of fiscal 2022, the practice was down slightly during the third quarter relative to year ago period. This performance was consistent with the headwinds affecting the broader M&A landscape. Worldwide M&A activity totaled $2 trillion during the first 9 months of 2023, a dramatic decrease of 27% compared to year ago levels and the slowest first 9-month period for dealmaking since 2013. The third quarter of 2023 decreased 16% compared with the second quarter of 2023 and marked the slowest third quarter for worldwide deal making since 2012.

Turning to our full year guidance. Through the first 3 quarters of fiscal 2023 on a constant currency basis relative to fiscal 2022, CRA generated total revenue of $463.8 million and non-GAAP EBITDA of $50 million, achieving a margin of 10.8%. These results incorporate at constant currency adjustments which contributed $1.4 million to revenue and $800,000 to EBITDA. Given our results to date and the lingering uncertainty across the broader market, we are reducing our revenue and profit guidance for the year. For full year fiscal 2023 on a constant currency basis relative to fiscal 2022, we expect revenue in the range of $610 million to $620 million and non-GAAP EBITDA margin in the range of 10.3% to 10.7%. This updated guidance takes into account the market's current expectations of future exchange rates for the U.S. dollar, which on a constant currency basis may shave $1.7 million from our reported revenue and approximately $300,000 from our reported EBITDA during the fourth quarter of fiscal 2023. With that, I'll turn the call over to Chad and then to Dan for a few additional comments. Chad?

C
Chad Holmes
executive

Thanks, Paul. Hello, everyone. I want to update you on our capital deployment during the quarter. We concluded the quarter with $27.6 million of cash and $32 million of borrowings under our revolving credit facility, resulting in a net debt of $4.4 million. These figures reflect $48 million of payments during the quarter to reduce our borrowings under our revolving credit facility. The third quarter of 2023 also saw cash outlays for talent investments of $3.8 million. We spent $700,000 on capital expenditures, bringing our year-to-date total to $2 million. Demonstrating our confidence in the quality of the business and reflecting our commitment to return capital to shareholders, earlier today, we announced a 17% increase in our quarterly cash dividend from $0.36 to $0.42 per common share. This dividend will be payable on December 8, 2023, to shareholders of record as of November 28, 2023. Year-to-date, we have returned $31.4 million to our shareholders, consisting of $7.8 million of dividend payments and $23.6 million for share repurchases. We currently have $19.3 million available under our share repurchase program. With that, I'll turn the call over to Dan for a few final comments. Dan?

D
Daniel Mahoney
executive

Thanks, Chad. As a reminder, more expansive commentary on our financial results is available on the Investor Relations section of our website under prepared CFO remarks. Before we get to questions, let me provide a few additional metrics related to our performance in the third quarter of fiscal 2023. In terms of consultant headcount, we ended the quarter at 1,014 consisting of 155 officers, 529 other senior staff and 330 junior staff. This represents an 11.3% increase compared with the 911 consultant head count reported at the end of Q3 fiscal 2022. Non-GAAP selling, general and administrative expenses excluding the 2.4% attributable to commissions to nonemployee experts was 16.5% of revenue for the third quarter of fiscal 2023 compared with 15.8% a year ago. This quarter's ratio was primarily impacted by an increase in travel and entertainment expenses and higher other operating expenses. The effective tax rate for the third quarter of fiscal 2023 on a non-GAAP basis was 18% compared with 25.9% on a non-GAAP basis for the third quarter of fiscal 2022.

The current quarter tax rate was positively impacted by the release of a reserve in a foreign jurisdiction. Turning to the balance sheet. DSO at the end of the third quarter was 114 days compared with 115 days at the end of the second quarter of fiscal 2023. DSO in the third quarter consisted of 72 days of build and 42 days of unbilled. We concluded the third quarter of fiscal 2023 with $27.6 million in cash and cash equivalents and a further $163.5 million of available capacity on our line of credit for total liquidity of $191.1 million. That concludes our prepared remarks. Before we turn the call over for questions, Paul has one final announcement. Paul?

P
Paul Maleh
executive

Thanks Dan. Based on feedback from investors over the past year and questions regarding the markets in which we operate, we will host an Investor Day on Wednesday, November 29, at the Fairmont Copley Plaza Hotel in Boston to discuss our business strategy and the industry trends in greater depth. We will have a number of colleagues joining us to highlight and provide more details on our practices, including Antitrust & Competition Economics, Forensic Services and Life Sciences. We will provide registration and webcast information soon and look forward to seeing many of you at this event. John, we would like -- we would now like to open up the call for questions. .

Operator

[Operator Instructions] And the first question comes from the line of Andrew Nicholas with William Blair.

A
Andrew Nicholas
analyst

I wanted to start with utilization, a bit of an aberration from your historical trends and down sequentially. I was hoping you could unpack that a little bit. I would imagine you have some new grads that come in, pressuring that utilization. You talked about some lower conversion rates, higher attrition. Is there any way whether it's kind of qualitatively or quantitatively to break that down a bit. And then relatedly, if you have any thoughts on the expected time line for recovery to kind of the historical rates that you've shown in the low to mid-70s.

P
Paul Maleh
executive

Sure. First of all, thanks for the question, Andrew. We -- throughout the year, as we've commented, our attrition rates have been at historically low levels. Because of that, we have been slowly increasing our consulting head count beyond what we initially expected at the beginning of the year. We have some excess capacity on the consulting side of the house with or without the revenue slowdown that we experienced in Q3. But it is the type of excess capacity that we believe through normal operating procedures at CRA we could get on top of, say, sometime by the end of Q2 of fiscal 2024. So that will take care of itself. .

Clearly, if revenue materializes at a faster rate, that all moves up a bit, which we will all welcome. But right now, given the head fake that I've had during Q1 of '23, Q2 of '23 and now into the third quarter, I'm a little uncertain on how quickly normal revenue flows will materialize. So I'm probably looking towards the middle of 2024 to get something I feel a bit more comfortable with Andrew.

A
Andrew Nicholas
analyst

No, that's super helpful and understand that a lot of these things are difficult to predict that far out. I guess for my follow-up question, really strong growth internationally, which would obviously imply a little bit slower growth domestically. I'm just kind of curious, is there anything -- is it just lumpiness that would describe the differences by region? Or is there anything going on in any of these end markets that would lead you to believe that international will continue to outperform U.S. or vice versa in the coming months and quarters?

P
Paul Maleh
executive

No, I don't think there's anything overriding I would say international should outperform North American operations going forward. We -- as we began the third quarter of 2023, July was a really strong quarter. We were up about 6% company-wide. August gave us a bit of a head fake. It was a very soft quarter in which we saw existing matters slow or have delays in the work. We saw new project opportunities, not convert to new revenue-generating projects. In the month of August, we saw an improvement in September, but not enough to offset that trough that we experienced in August. That slowness or that general trend existed across our portfolio, both across services and geographically.

A
Andrew Nicholas
analyst

And maybe that leads me to one last question, if I could sneak it in. Is your expectation for fourth quarter that it's more like September? Or is there some expectation of improvement or for it to look more like August, just kind of trying to understand where we sit in terms of conservatism and guidance.

P
Paul Maleh
executive

Yes. Given how accurate my expectations have been of late, No, we are expecting more of a September looking month going forward than in August month, August, quite frankly, over the past decade, I haven't seen many periods that encompassed everything we saw in the month of August. So I think that's an aberration, hopefully not famous last words. And so far, we were pleased with the improvement in the month of September, and we're pleased with the way we began the fourth quarter. .

Operator

And the next question comes from the line of Kevin Steinke with Barrington Research.

K
Kevin Steinke
analyst

Why don't you just start off by digging a little bit more into what changed since your last call that led to the changed revenue and margin outlook for the full year? It sounds like perhaps the conversion rate into new projects was less than you might have expected and attrition was lower than that you expected. Is that -- are those the 2 main contributing factors to the the change in the outlook.

P
Paul Maleh
executive

The attrition, we saw it coming, right? We've been talking about low attrition rates throughout fiscal 2023. So the fact that they didn't reverse course in the third quarter was not as much of a surprise, but still resulted in excess consulting capacity. What was generally a surprise is the drop of our conversion of new business opportunities to revenue-generating projects. If I compare the conversion rates that we were enjoying throughout the history of CRA, we were down about 20% on those conversions on that. So we weren't getting any new projects coming in. New projects are essential, particularly to try to get our new consulting staff, busy on a more expeditious manner. So it was the conversion that I think led the disappointing results.

K
Kevin Steinke
analyst

Okay. Understood. And your comments about August and September, that implies then that the conversion rate has picked up a bit in September. Is that correct?

P
Paul Maleh
executive

The conversion rate into September and the first few weeks we have in October has improved from what we observed in August, but I think it's important to also note is still below say, our experiences over the last decade, excluding 2023. They are just operating at a lower level. And with no clear explanation from our part as to why that's happening, we are not entering into new markets. We are not trying to introduce ourselves to new client bases. They are the same services that we have always offered. And for the most part, with the same people. So the kind of drop in the conversion rate is frustrating, but we're riding that storm. And even with that kind of volatility, 9 months into this year, we're still up 4% on revenue. The profitability levels are near our historic highs that we achieved in 2021 and 2022. So could be worse, but by all means, Kevin, we're a bit frustrated with where the revenue came out, particularly with the head fake that we experienced in the month of August.

K
Kevin Steinke
analyst

Okay. That's fair. So that's interesting because that kind of leads into my next question. You mentioned that there's no real clear explanation for the slowdown in conversion rates. I think you might have mentioned that it's fairly broad-based, across practices and geographies. Is that correct? And then you haven't been able to tie it to anything like perhaps M&A transactions being delayed? Or I mean, maybe that's a part of it, but no clear trends or themes behind the conversion rate slowdown, I guess.

P
Paul Maleh
executive

It is broad-based. The other thing we can note that I made reference to, to some of my prepared remarks. The asset is intact, meaning there's been no departure of any kind of key revenue generators at CRA that would lead to the kind of quarter we just experienced. With respect to the impact of M&A activity, we get calls on several M&A opportunities. We clear conflicts, and then we do not see the case proceed. By that, I mean, either we don't get a call back on it after we clear the conflict or we do not see any kind of announcement of the deal in the broader press for that. So clearly, the slowdown in M&A is one part of it, but I think it goes beyond that headwind.

K
Kevin Steinke
analyst

Okay. That's helpful commentary. But obviously, as you mentioned there, the asset is intact, really, you're not losing market share. You still performed quite well on a relative basis year-to-date. And so that's all just an indication of the business is in good shape for the long term. I think that's evidenced by the dividend increase you announced. So maybe just talk about that dividend increase and how it perhaps relates to your long-term confidence in the business and the long-term demand outlook.

P
Paul Maleh
executive

The dividend increase, I think, aligns with our commitment to return substantial capital back to our shareholders. The dominant form of those redistributions of capital to our shareholders have been through share repurchases, which have accounted for roughly 75% to 80% of total distributions over the last several years. So the dividend, we're not changing -- significantly changing those proportions with the increase on the dividend. Clearly, it talks about our confidence in the overall stability and viability of the asset going forward. But I don't believe this signals a shift in the distribution shares between share repurchases and dividend payments.

Operator

The next question comes from the line of Marc Riddick with Sidoti.

M
Marc Riddick
analyst

I wanted to sort of first, I guess, maybe go over, are there any sort of large projects or anything that we should be thinking about that maybe ended during the quarter? Or was there anything lumpy as far as major projects to sort of think about it from a timing perspective?

P
Paul Maleh
executive

We didn't have any major projects and there was the U.S. approval of the Microsoft AC division matter on that. So that's the only thing of note. We had a couple of larger projects go on a temporary pencils down request on those matters. We have since restarted the consulting efforts on those cases. So those did improve to be permanent on a go-forward basis. We got to request the pencils down on a couple of cases in the month of August, but our consulting teams are back at it.

M
Marc Riddick
analyst

Okay. And I just wonder if you could share some thoughts as to maybe what you're seeing on things that are sort of -- we talked a bit on the M&A side of things. I just wanted you talk a little bit about maybe what you're seeing as far as things that are demand that's driven from sort of regulatory moves and whether or not any sort of government delays or anything like that you think are having an effect on what you're seeing?

P
Paul Maleh
executive

Yes, there will clearly have been an impact from government delays. If we did have a government shutdown in terms of the amount of surplus capital they have to run their important cases post shutdown. We haven't had to deal with that as of yet. But the overall regulatory temperature, I don't think has cooled at all both here in the States and abroad. It's the same type of market opportunities that we've been enjoying for the last couple of years right now.

M
Marc Riddick
analyst

Great. And then I was -- I would imagine that the long-term view of things such as AI-driven regulation and the like evidence change. But as far as this maybe just some of the things that you're seeing now versus maybe earlier in the year? Are you seeing anything different than necessarily what you're expecting? Or how maybe we should be thinking about the pace of those types of projects?

P
Paul Maleh
executive

No, I don't -- I wouldn't say our view has changed in terms of what the impact of technology or AI specifically will have on our business. There's been lots of technological changes that we have dealt with at CRA for many years now. Many of them have resulted in improved efficiencies and higher-quality services delivered to clients. And we're excited about the opportunity and that maybe this provides another step forward for CRA across those spectrum. Our main concern with respect to this technology or AI specifically, is maintaining the confidentiality and privacy of the information we are allowed to work with.

M
Marc Riddick
analyst

Great. And then I was wondering if you could talk a little bit about the pricing environment. I mean, it's certainly seems there's nothing has gotten any less expensive. But I was wondering if you could talk a little bit about maybe the pricing dynamics that you're seeing and what you were expecting maybe going into next year.

P
Paul Maleh
executive

Sure. We're not seeing any kind of shift on the pricing environment. The rate increases that we had put in effect at the beginning of '23 are sticking in large part. The long run projects are also being adopted on new projects. The write-off and reserves that we incur on a quarter-to-quarter basis, those haven't shifted. But -- so that's all good news. Clients are being much more active in their management of their budgets. So we're having to do a better job, increasing information flow, making sure our clients are not surprised and most importantly continuing to deliver the exceptional quality that clients have come to expect.

M
Marc Riddick
analyst

And 1 more thought in, if I may. Is there sort of a expectation that we're just maybe in a bit of a period of elongated sales cycles or would that client caution that you're seeing? Or are you expecting sort of a reversion to the mean there going forward?

P
Paul Maleh
executive

Yes, I'm hesitating because part of the reason that we had the Q3 results that we did, part of the reason of the lower guidance is because there's just more uncertainty right now. I thought Q2 was a step forward back towards the mean that CRA has grown accustomed to, then all of a sudden, I have Q3, which is a downward shock on that volatility trend. So I am a bit uncertain. I don't believe there's anything broader in our marketplace to suggest that we are entering a new mean, but exactly when we return to sort of business as usual is a bit uncertain right now. So we're just trying to be very aggressive in our pursuit of opportunities and the way we deliver the engagements and the rest should take care of itself with the passage of time.

Operator

At this time, we have reached the end of the Q&A session. And I will now turn the conference back over to Mr. Maleh for any closing or additional remarks.

P
Paul Maleh
executive

Again, thanks to everyone for joining us today. We appreciate your time and interest in CRA. We look forward to seeing you at our upcoming Investor Day and providing an update on our progress on our fourth quarter call early next year. With that, that concludes today's call. Thank you, everybody.

Operator

That concludes today's teleconference. You may disconnect your lines at this time. Thank you for your participation.

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