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Operator
Greetings, and welcome to the ABM Industries, Inc. Fourth Quarter 2022 Earnings Call. (Operator Instructions) As a reminder, this conference is being recorded.
It is now my pleasure to introduce your host, Paul Goldberg, Senior Vice President, Investor Relations. Thank you, Paul. You may begin.
Paul E. Goldberg - SVP of IR
Good afternoon, everyone, and welcome to ABM's Fourth Quarter 2022 Earnings Call. My name is Paul Goldberg and I'm the Senior Vice President of Investor Relations at ABM. With me today are Scott Salmirs, our President and Chief Executive Officer; and Earl Ellis, our Executive Vice President and Chief Financial Officer.
Please note that earlier this afternoon, we issued our press release announcing our fourth quarter 2022 financial results. A copy of the release and an accompanying slide presentation can be found on our website ibm.com. After Scott and Earl's prepared remarks, we will host a Q&A session. But before we begin today, I would like to remind you that our call and presentation contain predictions, estimates and other forward-looking statements. Our use of the words estimate, expect and similar expressions are intended to identify these statements, and they represent our current judgment of what the future holds. While we believe them to be reasonable, these statements are inherently subject to risks and uncertainties that could cause our actual results to differ materially. These factors are described in the slide that accompanies our presentation as well as our filings with the SEC.
During the course of this call, certain non-GAAP financial information will be presented. A reconciliation of historical non-GAAP numbers to GAAP financial measures is available at the end of the presentation and on the company's website under the Investor tab. And with that, I would like to now turn the call over to Scott.
Scott B. Salmirs - President, CEO & Director
Thanks, Paul. Good afternoon, and thank you all for joining us today to discuss our fourth quarter results and 2023 guidance. ABM posted solid results in the fourth quarter, capping off a strong year. Organic revenue growth of 5.8% was broad-based, driven by robust growth in our eMobility, Aviation, Manufacturing & Distribution and Education businesses complemented by consistent organic growth in B&I. The ABM team continued to execute well, mitigating much of the impact from higher wage costs and labor shortages while advancing our ELEVATE initiatives and moving toward our 2025 goals.
ABM generated fourth quarter revenues of over $2 billion, with an adjusted EBITDA margin of 6.8%. Our adjusted EBITDA margin remained well above pre-pandemic levels, reflecting improved operational efficiency that we believe is sustainable and can be enhanced over time through our ELEVATE initiative. Our solid financial and operational performance in fiscal 2022 demonstrated ABM's underlying brand strength and enhanced competitive positioning in a challenging market environment. Despite the expected decline in high-margin disinfection related work orders, significant wage inflation, rising interest rates and a historically tough labor market, the ABM team delivered strong full year EBITDA growth of 9.5% with an adjusted EBITDA margin of 6.6%. Additionally, with our expanded breadth of service offerings, we generated new sales totaling more than $1.3 billion, another record year.
I'll now discuss the demand environment for each of our industry groups. Beginning with B&I, office occupancy rates in the fourth quarter remained at relatively low levels, but continue to modestly increase, a trend we expect to continue into 2023. Similar to 2022, we anticipate our operating margin to remain steady in 2023 as we maintain our base of existing customers while leveraging our scale and unrivaled breadth of services to expand our growth opportunities. Recently, we won a sizable contract expansion with Google to serve their newly built Bay View campus, and we see additional opportunities to expand our partnerships with other significant customers.
Moving to Aviation. Travel, including parking and transportation has nearly returned to pre-pandemic levels. So we expect our growth rate in Aviation to moderate in 2023 from the elevated level we experienced in fiscal 2022. We expect continued growth in our ABMVantage parking solution as our airport clients continue to migrate to integrated touchless parking solutions that generate higher revenue and improve the traveler experience. On the cost side, labor availability remains a challenge in the aviation market as time to hire is the biggest impediment due to the TSA's lengthy background check process. As we've discussed previously, in this labor market, speed to hire is important and a projected background check process causes headwinds.
Demand in Manufacturing & Distribution continued to be solid, in part, reflecting our successful efforts to expand our business with existing customers in the e-commerce and automotive markets. ABM is also winning new business in faster growing and underpenetrated markets like life sciences. In fact, we just won a sizable new contract with a large pharmaceutical manufacturer in the fourth quarter, and given the significant growth opportunity in this sector, we view life sciences as a strategic priority for 2023.
In Education, the addition of important new clients in the fourth quarter helped drive organic growth of 7%. We're also seeing a good deal of new contract proposal activity providing ample opportunity to win new business in 2023 from a variety of potential clients, both from those who currently outsource as well as those who are contemplating outsourcing. However, labor cost inflation in nonunionized markets, especially in the southern eastern regions of the U.S. continues to be challenging for this segment. That being said, we've made steady progress in filling open positions. So we're optimistic moving forward.
In Technical Solutions, we continue to experience robust demand for our eMobility charging solutions where revenue more than doubled over the prior year period. For the fiscal full year, eMobility revenue grew to nearly $130 million from a base of just $36 million in 2021. We also saw strong growth in our mission-critical end markets where we provide comprehensive services for data centers, 911 call centers and national defense-related facilities. We expect Technical Solutions to show strong growth in 2023, aided by the U.S. Infrastructure Bill and recent passage of the Inflation Reduction Act. In addition, our results should benefit from the contribution from RavenVolt which recently signed a sizable contract with a national logistics solution provider to design and install a backup battery storage system at numerous locations over the next few years. So Technical Solutions is well positioned to benefit from long-term secular trends and remains an area of strategic focus as we seek to identify future acquisitions that broaden our capabilities.
Over the past year, we made significant progress with respect to our ELEVATE initiative. Most recently, we developed a team member retention predictive model that forecast where and why we may see attrition rise. With this predictive information, we can proactively implement an effective team member retention strategies including bolstering HR recruiting support and ultimately reduce labor acquisition costs. We also developed and started piloting a workforce management tool that provides enhanced visibility into productivity levels across our portfolio of accounts. When fully shaped after our pilot period this year, we should start seeing scaled improvements in overall labor spend and meaningful insight into low-performing buildings and how to solve the challenges we may have. Lastly, among all the other initiatives that are in flight, we continue to move forward with our cloud-based ERP system, which we expect will begin deployment midyear 2023 as part of our ELEVATE tech road map that runs through 2025.
Before I turn the call over to Earl to discuss the Q4 financials and guidance, I want to make a few summary comments. First, and most importantly, I'm extremely proud of our talented and dedicated team who delivered extraordinary financial and operational results this past year despite the toughest labor market on record. By putting our customers first, our team has done a tremendous job in strengthening our client relationships and opening up new growth opportunities to provide additional value-added services. At the same time, we made significant progress on our ELEVATE initiatives, laying the groundwork that will help accelerate our organic growth and enhance our profitability over the long term.
As we enter 2023, now is a good time to provide a status update on how we are progressing toward our 2025 goals of $9 billion in sales, adjusted EBITDA margin of 7.2% and $400 million of free cash flow. We are already well on our way towards achieving $9 billion in revenue, driven by solid organic growth complemented by acquisitions including Able, Momentum and RavenVolt with more to come. We also remain confident in our adjusted EBITDA margin and free cash flow targets. The 6.6% margin we posted this year is consistent with our expectations and represents a solidified base from which we aim to add 60 basis points of incremental margin over the next 3 years.
Given current challenges in the labor market, this projected margin step-up is not likely to be a linear progression, but the end target remains fully achievable as we expect labor costs and inflation to ease in the coming couple of years. This will coincide with our evolving service mix. Additionally, margin should benefit over the next few years from increased operational efficiency and cost savings associated with our ELEVATE investments I outlined earlier. Our vision for ABM remains clear. We strive to be the leading facility solutions provider in terms of size, scale and client and team member satisfaction. ABM remain strongly positioned supported by a substantial base of recurring maintenance-related revenue, including janitorial and engineering services where we serve more than 20,000 clients. We will continue to invest in and grow our base businesses, both organically and through acquisitions where it makes sense, and we will enhance our performance through a greater use of advanced technology.
The free cash that our core business generates will be reinvested in adjacent businesses with large addressable markets and high growth rates and margins as we have done with acquisitions like RavenVolt and organic investments in eMobility. Through this strategy, we see ABM evolving into a higher growth, higher margin facility solution provider underpinned by resilient strength of our core business. We also intend to use our strong cash flow to return cash to shareholders through dividends and share repurchases.
Now I'll turn the call over to Earl for the financials.
Earl Ray Ellis - Executive VP & CFO
Thank you, Scott, and good afternoon, everyone. For those of you following along with our earnings presentation, please turn to Slide 5. Fourth quarter revenue increased 18.6% to $2 billion, reflecting the contribution for acquisitions as well as broad-based organic revenue growth of 5.8%.
Moving on to Slide 6. Net income in the fourth quarter was $48.9 million or $0.73 per diluted share, up 43% and 46%, respectively, over the same period last year. The increase in GAAP net income primarily reflects higher segment earnings on significantly higher volume and lower acquisition and integration costs, partially offset by higher interest expense and higher ELEVATE-related investments. Adjusted net income for the fourth quarter increased 2% and to $59.4 million and adjusted earnings per share was $0.89, an increase of 5% over the prior year period. The increases in adjusted net income and adjusted EPS were due primarily to higher segment earnings, partially offset by higher interest expense.
Adjusted EBITDA grew 18% over the prior year period to $130.7 million. Adjusted EBITDA margin for the quarter was 6.8%, flat with last year, largely reflecting tight cost control and price escalation, which largely offset the anticipated decline in higher-margin disinfection services as well as higher operating costs, particularly for labor. I believe our margin performance was quite impressive given the labor environment we faced during the year, and our team did a phenomenal job successfully negotiating price through escalation.
Now turning to our segment results beginning on Slide 7. B&I revenue increased 27.5% to over $1 billion, primarily driven by the contributions from the acquisitions of Able and Momentum. Excluding acquisitions, organic revenue growth was 2.6%, reflecting modestly improved office occupancy rates as well as solid demand for parking services, concerts and sporting events. Operating profit in B&I increased 32.9% to $92.4 million, benefiting from significantly higher revenue. Our operating margin of 9% was slightly higher than that of the prior year period and largely reflected leverage on volume and strong execution with regard to price escalation and cost controls.
Aviation revenue increased 9.1% to $214.4 million, marking the sixth consecutive quarter of robust year-over-year revenue growth. This improvement was largely due to increased leisure and business airline traffic and related increase in parking activity in a post-COVID environment. Looking ahead, we believe year-over-year growth rate in Aviation will moderate as travel has essentially transitioned back to pre-COVID levels. Aviation operating profit was $1.3 million versus $13.2 million in the prior year period and margin was 0.6%. Operating earnings and margin were negatively impacted by work order approval timing related to a large parking construction project where ABM had completed significant work and awaits final customer approval. We expect to receive approvals in the first half of the calendar 2023.
Turning to Slide 8. Manufacturing & Distribution revenue grew 8.7% to $371.2 million, reflecting solid market demand and expanded business with existing e-commerce and manufacturing clients. Operating profit increased 11.3% to $41.2 million and operating margin improved 30 basis points to 11.1%. These results were driven by favorable customer mix and operating leverage on higher volume, partially offset by lower levels of disinfection related work orders.
Education revenue increased 6.9% to $217.1 million, benefiting from new clients onboarded in the fourth quarter. With bidding activity in Education fairly strong, we expect Education to continue to post positive year-over-year growth in 2023. Education operating profit was $8.3 million, up 3% on the prior year period on higher volume. Margin decreased 20 basis points to 3.8% due to lower EnhancedClean revenue as well as higher wage costs, including overtime expenses.
Technical Solutions grew revenue 21.5% to $179.6 million, largely driven by continued strong growth in our eMobility service offering, strong growth in mission-critical markets and from the recent RavenVolt acquisition. Operating profit was $20.9 million compared to $18.8 million last year. Operating margin decreased to 11.7%, primarily reflecting service mix that was most heavily weighted to our eMobility service line versus the prior year.
Moving on to Slide 9. We ended the fourth quarter with total debt of $1.4 billion, including $158 million in standby letters of credit, resulting in a total debt to pro forma adjusted EBITDA ratio of 2.6x. At the end of Q4, we had available liquidity of $686 million, including cash and cash equivalents of $73 million. Free cash flow in the fourth quarter was $104 million. For the full year, free cash flow was negative $30 million, reflecting a $143 million legal settlement and another combined $146 million impact from our CARES Act repayment, integration costs and ELEVATE expenses. Full 2022 free cash flow was over $250 million, excluding these items. Interest expense was $16 million in the fourth quarter up nearly $10 million over the prior year period and about $5 million sequentially from Q3, reflecting significantly higher interest rates as well as a year-over-year increase to total debt by $380 million.
Turning to capital allocation. We repurchased roughly 580,000 shares in the fourth quarter at an average price of $39.69 per share, for a total cost of $23 million. For the fiscal 2022 year, we repurchased approximately $2.3 million for $97.5 million. We also recently received Board approval for $150 million expansion of ABM's share repurchase authorization. The total authorization now stands at $197 million.
Now let's move on to guidance for fiscal 2023, as shown on Slide 10. For 2023, we expect GAAP EPS to be in the range of $2.43 to $2.63 with adjusted EPS to be in the range of $3.40 to $3.60. Interest expense is expected to be between $71 million and $74 million in 2023 compared to $41 million in 2022. Our tax rate is expected to be between 29% and 30%. We expect to grow adjusted EBITDA at a mid-single-digit rate with an adjusted EBITDA margin between 6.4% and 6.8%. We expect full year 2023 cash flow to be in the range of $270 million to $300 million before the second and final installment of our Cares Act repayment of $66 million and combined integration and ELEVATE cost of about $75 million to $80 million.
Turning to Slide 11. We expect to post solid mid-single-digit growth in operating earnings at the midpoint of our guidance, reflecting revenue growth supported by price escalation and other cost control measures to help mitigate higher labor costs and labor shortages. At the same time, we anticipate interest expense will be a $0.32 to $0.35 headwind to earnings per share in 2023 representing the primary cause of the year-over-year decline in our forecasted adjusted EPS. Overall, our anticipated growth in operating earnings in a tough macro environment speaks to the underlying strength of our business model and our team.
Additionally, we expect the quarterly cadence of our adjusted EPS to return to a more typical pattern now that most of the impacts of COVID have subsided. Prior to the pandemic, for example, our Q1 earnings have represented, on average, approximately 21% to 22% of our full year adjusted EPS, with about 45% of adjusted earnings per share generated in the first half of the year, we expect a similar performance in fiscal 2023.
With that, let me turn it back to Scott for closing comments.
Scott B. Salmirs - President, CEO & Director
Thanks, Earl. I'm very excited about the future of ABM. Nobody in our industry matches the scope of our services, the scale of our operations or the strength of our balance sheet. I'm confident we will deliver a solid 2023 and continue to make progress towards our 2025 goals.
With that, let's take some questions.
Operator
(Operator Instructions)
Our first question is from Tim Mulrooney with William Blair.
Samuel Kusswurm - Analyst
This is Sam Kusswurm filling in for Tim. Maybe to start, we've seen recently some companies pull back hiring or even announced targeted layoffs and recent (inaudible) seem to show some cooling in the labor market. It sounds like it's still a very difficult labor mark for you guys. But are you guys seeing any signs of increased labor availability? Or are you even able to find talent easier than, maybe, say, a few months ago?
Scott B. Salmirs - President, CEO & Director
Yes, sure. That's a good question. Look, I think if you think of 2022, right, I mean, for us, we're in 2023 now with our fiscal year, but when you think of 2022, I mean, that was as bad as we've ever seen. So we're expecting a little bit of moderation this year. We're starting to see the participation rate, which is people that will come into the market. We're starting to see applications go up a little bit. So we're still cautious, Tim, for sure, and we still think it's going to be a very challenging year. We're hoping that it's going to be incrementally better than last year.
Samuel Kusswurm - Analyst
That's helpful. I appreciate the color. For maybe pivoting to ERP actually, you mentioned you expect to begin the rollout in 2023. I was wondering if you could provide us a bit more detail on that project? Will the rollout be targeting any segment or client type first? And I know you broadly talked about the margin benefits from the ELEVATE program, but can you share how you think about the ERP project as it relates to any margin benefit?
Scott B. Salmirs - President, CEO & Director
Sure. I mean, look, we're going to be very prescriptive and careful in how we roll them out. We're going to start with our Education group midyear next year, and it's probably a 2-year process of rollout industry group by industry group. And I mean, we're just super excited about it because we're going to just going to have modern best-in-class systems for our financial data. And I think what people forget is that the ERP is kind of the center of the hub, the financial system that every system that we have talks to the ERP, right?
So the data analytics we're going to have with our timekeeping system, our work order system, like everything, think of the ERP as a heartbeat of every system that we have in the firm and workforce management tools that we're going to be rolling out through ELEVATE, everything ties into it. So we just couldn't be more excited about it, but expected to start cascading through mid-year next year with Education. And we're going to -- we'll keep you guys close to it as we roll it out because, again, there's so much of an anticipation in the firm for it.
Samuel Kusswurm - Analyst
Excellent. That's good to hear. And maybe if I could just squeeze 1 more real quick, just a housekeeping question. For your guidance, how much are you assuming in management reimbursement revenue? I know your EBITDA margin guidance excludes this, so I just want to level set for everybody.
Scott B. Salmirs - President, CEO & Director
Management reimbursement is that more for -- on the parking side, which is something we talked about. It's about 30 basis points you can think about.
Operator
Our next question is from Andy Wittmann with Baird.
Andrew John Wittmann - Senior Research Analyst
I thought I would ask a question here just on some of the implications from your guidance on the revenue line. You went through this a little bit by the segment, but I guess with the EBITDA expected to be up mid-single digits, you obviously have some inorganic contribution from RavenVolt and the other deal. I guess in margins, basically, at the midpoint guided EBITDA margins guided flat year-over-year. I guess that means that the organic revenue guidance is probably like in the 3% or 4% range, I guess I just wanted to see, have you comment on that? And then it sounds like you're taking good growth in Technical Solutions. It sounds like there's good momentum in Education, M&D has been strong for years and had a good quarter here. So it feels like the slower growing segments are Aviation and B&I. So maybe Earl, do I have that right? Or is there some way I should be thinking about that differently?
Earl Ray Ellis - Executive VP & CFO
Yes. No, thanks, Andy. To answer your first question with regards to revenue. So I think one way of thinking about it is that we're planning on growing our revenue organically above GDP. And again, if you think about it, we're continuing to see good demand for our services across each of our IGs. And again, if you look at that plus the contributions associated with acquisitions, and to your point, flat margin, that kind of gets you to that mid-single digit EBITDA growth year-over-year.
With regards to the IGs, one thing to note, you're absolutely right. ATS, we will see probably above-average growth as we continue to see the benefits associated with eMobility and sustainability projects. However, Aviation, because we're still -- if you think about the first couple of quarters of FY '22, where we weren't still back to kind of like pre-pandemic levels, as we now have been emerging to prepandemic levels, and we lap those periods, you will see kind of like outpaced growth in Aviation as well.
Andrew John Wittmann - Senior Research Analyst
Okay. Speaking of Aviation, I guess, could you help us understand the magnitude of the work order or the change order that you're waiting for on the approval for that one? And why is -- is there a dispute over the work? Is that why it's taking longer to get paid? Maybe just some background on that. It looks like just judging on the margins here versus kind of historical levels, but it looks like it's fairly material.
Scott B. Salmirs - President, CEO & Director
Yes. No. I mean, relatively speaking, not for the enterprise, but for Aviation, it was only because if you think about half that we've had for Aviation at 5% operating profit, right? So now this gets flat. So you could do the math as well as I can. It's about a $10 million issue. And this context, Andy, is we're in this very large project with a client that involves construction operations. We're putting in our ABMVantage. So what happens, these projects are super dynamic, right? And there's changes that happen along the way. And as these changes are requested by clients, we'll do that even ahead of the formality of some approval processes that clients go through.
So in this case, towards quarter end, we are in the process where the work got ahead of the formality of the approval process, we're highly confident that in the first half of the year, we're going to get that payment. It's for us, it's a timing issue.
Andrew John Wittmann - Senior Research Analyst
Got it. Okay. Last question, Scott. Just you didn't mention in the script, but it was in the press release that you're targeting the 30% to 35% payout of adjusted EPS as the dividend over time. Now maybe I missed it or maybe I just haven't focused on it enough, but you paid out about 21% this year. So I guess what's a realistic time period, not looking for specific guidance, but to get to that level, obviously, the dividend bump that you had here was a little bit bigger, it seems like you're starting to strive for that. But is this like something we can expect to happen by like '24 to get to that payout ratio? Or how should we be thinking about that?
Earl Ray Ellis - Executive VP & CFO
Yes. I'll take that question, Andy. So if you look at the increase that we've just announced, it really is what I would call a jump-start to our longer-term strategy of getting back to that 30% to 35%, which again, is where we were pre-pandemic. I would say from a time perspective, again, we're not rushing into this. So I'd say it's not going to be linear, but probably about three- to 5-year period.
Operator
Our next question is from Faiza Alwy with Deutsche Bank.
Faiza Alwy - Research Analyst
So first, I guess, Scott, I was wondering if you could reflect back on maybe the acquisition of Able and how you would characterize some of the cross-selling efforts, sort of where are you in that cycle, like has the acquisition so far been in line with your expectations ahead of your expectations. Just some perspective on that would be helpful?
Scott B. Salmirs - President, CEO & Director
Sure. Well, I could start by saying we are just super excited that we consummated that transaction and what this does for us, Faiza, in like the kind of engineering space, right, and sustainability and all the headwinds in that area or I should say, tailwinds in that area, just phenomenal. So we're super pleased with the acquisitions. It's on our expectation, everything we thought we would get from Able. So really, really excited. The cross-selling efforts just beginning now. I think that's something -- and I think we've said from the start, that's something that takes time because you put business development teams together, they've got to get educated on the platform. So that's a longer journey, but I would just say today, we're as optimistic as ever -- probably a little bit more optimistic now that we got a chance to look under the covers and we're just really happy with the acquisition.
Faiza Alwy - Research Analyst
Great. And then on the eMobility part of the business. Could you help size it for us in terms of what it was in the year? I know it's been growing very strongly. And maybe if there is a number that you can put in terms of how you're thinking about that for 2023? And like are you thinking of RavenVolt as, I mean I don't think it's part of eMobility specifically, but would you put it in a similar box, maybe, like what's the growth trajectory that we should be thinking about for those 2 businesses?
Scott B. Salmirs - President, CEO & Director
Sure, sure. So like eMobility, I can only tell you, like you saw the numbers, it went from $30 million plus to $130 million plus year-over-year. And it's like we have such high hopes for it. It's really hard to talk about the addressable market because it's so big. The numbers are crazy, right, because. And you know this just intuitively, the demand for electric vehicles, the lack of charging stations out into the public, it's a huge addressable market. We love the fact that we are #1 installer and that we're building a business around that because there's so many components of eMobility that we're still not in yet. So we're super excited about eMobility, but it's really hard for me to tell you what the ultimate size will be other than we're putting a lot of effort into it, and we're going to be growing, we're going to be growing, obviously, faster probably than any other place -- any other segment.
And then RavenVolt, again, super excited about that. I mean if there was anything with RavenVolt like they're experiencing what everyone is experiencing in terms of supply chain issues, that hasn't led up. But the backlog is growing. I made mention in my prepared remarks about this massive contract that we just won. So for us, it's about just rolling it out. And actually, like we said, we don't recognize revenue until we turn to (inaudible) or install the microgrid. And I think we're all just hoping that in '23 or at least the back half of '23, we'll start seeing some relaxing on the supply chain.
Faiza Alwy - Research Analyst
And then just a follow-up on the labor point. I think you said, although I could be wrong, that you -- over time, you expect labor costs to ease, which I think is a fair paint. But I also know that you do have a pretty heavily unionized workforce. And those contracts, I believe, are up for renewal in '24, '25. Give us a sense of like how far in advance do those negotiations start? Like are you anticipating that you might see sort of a big increase, sort of almost like a catch-up payment that might happen? Like how do you think about that?
Scott B. Salmirs - President, CEO & Director
Yes. So typically, these negotiations start anywhere from 6 months to 4 months before. So we have some time on that. And there could be a catch-up. For us, it's less worrisome because with collective bargaining agreements, they're public documents. A lot of time, Faiza, the management companies and the owners help negotiate this. So it's very transparent and it's when we're going for customer increases, it's the easier part of the market because they know about what the wage progression is going to be. They help negotiate a lot of times. So it's an easier conversation when you say to them, listen, the wage and benefit portions going up 4.5% and we're a lower-margin business. We have to recapture that. So that doesn't cause us a lot of hard ache.
Operator
Our next question is from Sean Eastman with KeyBanc Capital Markets.
Sean D. Eastman - Senior Equity Research Analyst
I just wanted to start with a granular one just given the initial guidance came in below the forecast I had. And I want to make sure we frame exactly why, because the margins coming in line with expectations was good to see. So maybe one of the other kind of missing pieces is the [D&A], especially in light of RavenVolt being folded in there, Earl, would you be able to help us out with that?
Earl Ray Ellis - Executive VP & CFO
Yes. I would say just based on what I've seen from some of the consensus. I think the biggest outlier is really interest. And I think based on what we put out in the script, where we're suggesting that our interest is going to be anywhere between $72 million to $74 million, which is a significant increase year-over-year. That's probably the biggest delta that you actually have to your current consensus.
Scott B. Salmirs - President, CEO & Director
Yes. And what I would say, Sean, is like if you strip out interest expense, and you look at where we're guiding and the range we're guiding and we are growing this firm. And the reason I wanted to jump in is we're just so proud of that, right? We all know the macroeconomic environment. We know the wage pressures. We know what people are thinking about potential recession, all that good stuff. And we're continuing to grow this firm operationally, which says that we're agile, we know how to manage our labor, we're aggressive in getting price escalations from our clients. So like super, super proud of where we're coming in ex the interest expense portion.
Sean D. Eastman - Senior Equity Research Analyst
Yes. I think that's a good jump in, Scott, but early, I still want that D&A?
Earl Ray Ellis - Executive VP & CFO
The D&A. So if we think, look, D&A, we don't have the -- I'm not guiding to the exact number, but what I can tell you is that the D&A is really associated with the acquisitions of RavenVolt. If you look at what we're guiding from an acquisition perspective, we have the RavenVolt the latest acquisition. And again, what we shared last quarter is that we're anticipating that to be $0.03 to $0.04 of accretive EPS, net of the interest expense.
Sean D. Eastman - Senior Equity Research Analyst
Okay. All right. That helps. Great. And over the past several quarters, we've been kind of waiting for contract rebids to occur in a meaningful fashion. My understanding was a lot of those decisions were kind of being pushed out through the pandemic. And I wondered if those decisions have started to kick off and how you'd characterize how ABM is faring in terms of retention and maybe market share gains?
Scott B. Salmirs - President, CEO & Director
Sure. I mean, look, I think you saw we had a 93% retention rate this year, which was phenomenal from our perspective, right? And so it hasn't been yet because -- I'll always be conservative, you know that, Sean, but it hasn't been yet this onslaught of all these clients saying, we have to go out to bid. We have to reprice we've been pretty aggressive on working with clients on renewals, right, ahead of bids, but this cascade of clients bidding out work hasn't been on the radar right now. It doesn't mean it won't change, it doesn't mean we won't come back from -- I'm always going to be conservative, right? It doesn't mean we won't come back from the holidays. But I have to tell you this is not something that's keeping us awake at night right now, whereas maybe a year or so ago, we thought, wow, when the pandemic ends or all these clients are going to go out to bid, and we're just that's not the sentiment that we're getting from our clients right now.
Sean D. Eastman - Senior Equity Research Analyst
Okay. That's probably good. Okay. And then -- how would you characterize the economic sensitivity to sort of the nonjanitorial margin-accretive growth story over the next couple of years?
Scott B. Salmirs - President, CEO & Director
Yes. So look, I think for us, the tailwinds are incredible with some of the federal programs that they've put in place and availability towards everything around ESG, right? And with our Technical Solutions group and what they offer, our Manufacturing & Distribution group, which is dealing with all the e-commerce life science companies, we think there's tremendous tailwinds. I think the short-term impediment is the supply chain. And it's -- this isn't new news. I mean this has been going on for a couple of years now, right? I think just the reason it's coming more to the fore is that we thought by now that things would open up more, but some of the Asian markets where we get a lot of the supply from have had their COVID issues. So hopefully, towards the back half of this year, it will open up. But I think for us, if you look at our industry groups and our segments, we think we just have a lot of tailwinds in the next couple of years.
Operator
Our last question is from Marc Riddick with Sidoti.
Marc Frye Riddick - Business and Consumer Services Analyst
So I wanted to start with -- you touched on it in your prepared remarks around the pace of return -- or the activity around return to office. And just wondering if you could touch a little bit on that because I guess since we last spoke, when you report your 3Q numbers, that change has been kind of gradual, I guess, if you talk about from call it, September -- the beginning of September, call it labor day to now that's been kind of gradual. So wondering if you can talk a little bit about maybe what you're seeing and what your planning is going into next year as to how -- what you're looking for as to how that plays into your planning and your expense matching and the like?
Scott B. Salmirs - President, CEO & Director
Sure. I mean, look, the return to office has been slow, like we've said but -- slow but increasing, right? And I think we've seen it a little bit in the numbers. And I could just tell you anecdotally, as I travel in my circles and talk to some peer CEOs, there's definitely a push to get people back to the office. I don't think we're going to see 5-day a week anytime soon. We may not even see 4-day a week anytime soon, but like 2 to 3 is solidly in the crosshairs for 2023, and that should play to our benefit because we want people back to work, right? It's good for us, generates work orders. It generates demand. So we're optimistic that there will be incremental return to work in 2023, but not outsized. I think it's going to be moderate, but up moderate.
Marc Frye Riddick - Business and Consumer Services Analyst
Got you. And then the second question I have is around -- well, topic, I guess, is really around acquisition and the overall pipeline, the valuations that you're seeing. Because certainly, when you set the initial goals, the initial ELEVATE goals, I mean with the (inaudible) already done, you're certainly most of the way there as to the goals that you set at that time. So I was wondering if you could talk a little bit about your own appetite for additional deal flow as well as maybe what the pipeline looks like in valuations and the like?
Scott B. Salmirs - President, CEO & Director
Yes. So look, we're still going to do acquisitions. I think there will be probably more in the range of tuck-ins right now. It's a different interest rate environment at this moment. And we're hyper focused on the Technical Solutions area, and they tend to be smaller in size anyway. The acquisitions in that space don't have to be at the end or (inaudible) at the end, right? So we'll still be active in the markets. There is a pipeline, but -- so I would say what we're seeing is there are people that are -- it's more pausing than stopping, I think, and that probably aligns well with what we're seeing in the capital markets as well. But we're not going to be shy about pulling the trigger on something that's strategic and makes sense. But as Earl has said, we're careful about our leverage ratio, and you're not going to see it popping above 3x. That's not what we want to do here. So rest assured, we're not going to get over our skis on acquisitions, but we will continue to grow this company through acquisition.
Well, thanks, everybody. I know that was the last question. I appreciate you getting on tonight. And just we're excited about 2023. Hopefully, you can -- it came through in our sentiment. And I just wish everyone has a happy and healthy holiday and we look forward to getting back and talking to you about our Q1 results. So have a good night, everybody.
Operator
This concludes today's conference. You may disconnect your lines at this time. Thank you for your participation.