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Yet Another Value Podcast · · 51 分钟

$LMB:Limbach 错过数据中心热潮,机会反而来了?| 1 Main Capital

Andrew WalkerYaron Naymark

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TL;DR
  • 1 Main Capital 的 Yaron Naymark 正在第二次押注 Limbach——他在2023年6月首次推荐,股价随后2½年上涨约6.5倍,如今较峰值回撤约75%,但仍较最初推荐时上涨80%。 他已大幅加仓,认为这轮抛售创造了“三重收益”:核心业务估值倍数扩张、在并购标的交易于5-6倍 EBITDA 的分散市场中通过并购创造价值,以及如果 Limbach 赢得数据中心订单,额外获得“锦上添花”的上行空间。
  • Q2之后股价下跌约50%,而 EBITDA 指引仅从9000万美元下调至8000万美元;Naymark认为,缺口更多反映指引可信度,而非基本面。 H1 EBITDA下降约30%,意味着H2同比需要增长约20%,这在市场看来“不现实”。他认为指引仍可实现;即便 EBITDA 灾难性地只有6500万美元,也可能产生约4500万美元自由现金流,即约4美元/股,在资产负债表干净的情况下提供估值支撑。
  • Limbach 有意错过了数据中心热潮——其相关敞口实际上为零,而部分 MEP 同业的数据中心收入占比达到30%-60%;Naymark承认,事后看公司确实错过了一个重大趋势。 Andrew指出,过去3年 FIX 上涨约800%,EME上涨250%,而 Limbach 仅上涨16%。Naymark认为,数据中心需求推高了 Limbach 的人工和材料成本,但其核心客户并未获得同等需求红利,反而持续压价,导致利润率受到两头挤压。
  • Simcore 收购案——以3000万美元收购一家预计贡献约400万美元 EBITDA 的数据中心项目管理业务——可能为 Limbach 切入数据中心提供入口。 如果复制其在医疗领域约20倍的历史拉动效应,梦想情景下可带来数亿美元数据中心收入。若明年赢得1亿-2亿美元数据中心项目,叠加并购,公司有望实现超过1亿美元、甚至达到1.2亿美元的有机 EBITDA;Naymark认为,股价在6-9个月内翻倍或翻3倍的情景都存在。
  • 针对“管理层明知积压订单利润率低仍低价投标”的做空逻辑,Naymark表示,毛利率下滑主要源于并表低毛利业务 Pioneer Power 以及项目上调收益减少,固定成本去杠杆又进一步压低了 EBITDA 利润率。 有机收入下降约5%-6%,而 EBITDA 下降30%,在他看来可以解释。H2毛利率能否扩张,将检验新订单是否在明知利润率较低的情况下取得。即便 Limbach 最终变成“换个名字的总包商”,在数据中心顺风下,GC 同业的 EBITDA 估值仍为10-25倍。
  • 管理层确实感到意外——公司在Q1电话会上表示“对Q2市场一致预期感到放心”,Naymark称这让他和其他多头都陷入困境;但 CEO Mike McCann 即使持股账面价值一度约4000万美元,也从未卖出一股。 问题在于积压订单消化速度低于预期:客户因关税、宏观担忧和战争暂停项目,或者无法找到电工,导致项目无法启动。
  • Naymark认为 Limbach 目前没有动用5000万美元回购额度,而是更倾向于并购:以5-6倍 EBITDA 收购 MEP 标的,即便公司自身股票也约为6倍 EBITDA,仍能带来规模、多元化、经营杠杆和更低资本成本。 他测算,按20倍估值,到2030年每股自由现金流约10美元,对应股价200美元,而当前约为40美元。潜在战略买家也提供了另一重下行保护:EMCOR 可能成为整合者,而 Naymark认为 Comfort Systems 由于基本上是非工会企业,契合度不高。
  • 放眼组合层面,Naymark的筛选标准是买入尚未按 AI 受益者定价的 AI 中性或 AI 赢家:Limbach拥有数据中心期权,IWG可能受益于企业无法确定未来员工规模、因而降低长期租约偏好,重新在今年买入的 KKR 则可能受益于拥有长期业绩记录的大型另类资产管理机构,即便出现“1-2个糟糕基金周期”也能获得市场宽容,而更小的中端市场机构则会被整合或淘汰。
摘要 · 为研究而整理的核心内容

1. 从 Enron 遗留资产到 ODR 故事:第二轮布局

  • Naymark介绍,Limbach拥有超过100年历史,是一家专注于关键任务设施 HVAC 的 MEP 承包商,服务对象包括医院、先进制造工厂及类似设施。公司先后经历 Enron 破产、私募股权接管,并于2016年通过 SPAC 合并上市,初衷是整合当地承包商;当时这些标的的交易估值为“4-5倍 EBITDA,如今可能已经攀升到5-6倍”。在大幅计提新建项目减值后,公司在疫情期间陷入困境,随后依靠盈利增长、自由现金流生成和去杠杆实现复苏。
  • Mike McCann 在2023年初先任 COO、后任 CEO,推动公司转型:从存在“爆雷风险”的总包业务,转向业主直签(ODR),涵盖升级、改造、维修以及“给医院加建一个翼楼”等项目。公司业务结构已从 IPO 时约80% GC/20% ODR,转为去年约75% ODR/25% GC;EBITDA 利润率也从个位数低位扩张至两位数低位。
  • Andrew梳理这笔交易:他在2023年6月首次推荐,股价随后2½年上涨约6.5倍,之后较峰值回撤约75%,但仍较最初推荐时上涨约80%。Naymark如今重新买入,并已大幅加仓。

2. 股价为何跌50%,而 EBITDA 指引只降12%?信誉折价

  • 这轮真空期由贸易战和关税问题、《Build Back Better》法案及其 Medicaid 削减、以色列-伊朗战争、油价上涨以及更广泛的宏观担忧共同造成,非必需项目因此暂停。H1有机收入下降约5%-6%,EBITDA下降约30%,原因是公司保留了其认为应对暂时性放缓所必需的固定成本基础。
  • Naymark拆解这轮抛售称,公司实际上没有杠杆,EBITDA下降30%本身足以解释股价约30%的跌幅;额外跌幅来自 H2 指引——该指引意味着 H1 约30%的跌幅将在 H2 转为约20%的同比增长。这个目标“看起来不现实”,如果投资者预期公司还会继续失误或下调指引,估值几乎失去支撑。
  • 他的下行情景测算有明确边界:“如果他们公布 EBITDA 为7000万美元或6500万美元,股价肯定还会跌。”但6500万美元 EBITDA 扣除500万美元股权薪酬和500万美元资本开支后,剩下约5500万美元税前利润、约4500万美元自由现金流,即约4美元/股。按这一数字约10倍的估值计算,即便 EBITDA 大幅削减,他仍认为公司价值不止10倍盈利。

3. 空头逻辑:恐慌性低价接单、积压订单利润率低——以及反驳

  • Andrew介绍了一份 VIC 做空报告及更广泛的看空逻辑:管理层据称在2025年夏季订单真空期陷入恐慌,接受了利润率极低的新订单。收入指引从 Andrew 粗略估算的7.5亿美元升至约7.8亿美元,但 EBITDA 指引反而下调,引发市场担忧:管理层要么明知订单利润率低仍然投标,要么根本没有识别其经济性。
  • Naymark表示,如果公司只是表面收入上涨、利润率却大幅下滑,他会更加担忧。但实际情况是有机收入下降,固定成本基础出现去杠杆,同时并入了低毛利业务 Pioneer Power,稀释了合并利润率。他称公司将毛利率下降主要归因于 Pioneer Power 以及项目上调收益减少,固定成本去杠杆则进一步打击 EBITDA 利润率。他“不能确定”新订单是否在明知利润率较低的情况下取得,H2毛利率扩张将检验这一说法。
  • 他也承认多头遗漏了一点:随着公司转向 ODR,投资者“可能有些过于轻视订单疲软”,因为短周期、季度内完成的项目并不总是体现在积压订单中。“空头在短期内被证明是对的。”
  • 关于总包风险,他重新框定道:“如果说的是 Limbach,换个名字的总包商听起来很糟糕”;但其他 GC 股票受益于数据中心顺风,交易估值已经达到 EBITDA 的10-25倍。

4. 错过数据中心热潮,影响是双向的

  • Andrew提出疑问:过去3年 FIX 上涨约800%,EME上涨约250%,而 Limbach 仅上涨16%;既然数据中心需求水涨船高,一家专注医疗领域的承包商难道不应该也受益?Naymark的回答是,只有“在这股潮水中下水的船”才能受益。数据中心需求推高人工和材料成本,而没有获得同等需求提振的核心客户则会压价。
  • Andrew进一步指出,ODR 可能反过来伤害了 Limbach:技术人员在数据中心项目上每小时可以多赚20美元,Limbach因此承受工资通胀,却面对难以向业主转嫁成本的客户关系。Naymark同意,工资和材料成本都在上涨。
  • 管理层明确表示,公司不会显著受益于数据中心业务,把重点放在 ODR 上;与此同时,同业已建立30%-60%的数据中心收入敞口,“我们的敞口实际上为零”。如果赢得合理份额,Limbach明年有望实现超过1亿美元、甚至达到1.2亿美元的有机 EBITDA,此外还可叠加并购贡献。

5. 管理层措手不及,但 Naymark 仍然信任他们

  • Andrew最尖锐的问题是:Q1电话会听起来像是“一个小插曲,一切都在控制之中”,但3个月后公司大幅削减指引,并将2026年描述为重置之年。管理层是否措手不及?Naymark回答:“是的,我确实认为他们感到意外。”公司此前表示“对Q2市场一致预期感到放心”,Naymark称这让他和其他多头都陷入困境。他持有 Limbach 度过Q2暴跌,并在此后大幅加仓。
  • 机制在于,订单进入积压后,消化速度却很慢。客户可能因为宏观环境、关税或潜在战争而主动暂停项目,也可能因为无法找到电工而被动延后,进而无法启动机械施工。Naymark认为管理层已经重新核查数据,预计下半年消化速度会改善,但这一点仍不确定。
  • 过去6-9个月,上市和非上市竞争对手似乎也都经历了类似的非数据中心业务疲软。Naymark表示,行业状况似乎正开始正常化。
  • 品格层面的佐证是:McCann从公司基层一路升至管理层,股价达到150美元时其持股账面价值约为4000万美元,但他一股未卖。Andrew还单独提到董事长 Josh Horowitz——一位持有较大股份的小盘价值投资者——并在说明这只是自己的记忆后指出,Horowitz曾任职的董事会包括 BDMS,该公司据其回忆以极高溢价出售给私募股权机构;另一家公司也完成了出售,BKTI则实现了强劲表现。

6. 并购优先于回购、200美元目标与收购托底

  • Naymark认为公司没有动用那笔5000万美元回购额度,因为以5-6倍 EBITDA 收购资本开支很低的 MEP 标的,可以带来规模、多元化、经营杠杆和更低资本成本。Limbach收入为7.5亿-8亿美元,相比之下 Comfort Systems 为110亿-120亿美元,EMCOR达到数百亿美元,非上市公司则有50亿-80亿美元规模,因此公司仍有充足的并购增长空间。
  • 他在信中给出200美元目标价背后的3年测算:“到2030年,每股自由现金流达到10美元……如果按20倍交易,就是200美元。”对于一家资产负债表干净、处于持久终端市场且受益于数据中心顺风的公司,他认为20倍估值合理。可比公司方面,Comfort Systems 的 EBITDA 估值超过20倍,EMCOR约15倍,新上市的 Legence 约13倍,中型公司约12-15倍。
  • Naymark认为 EMCOR 可能成为行业整合者,并称对方十多年前很可能已经“摸过 Limbach 的底”。Comfort Systems 的可能性较低,因为它是 merit-shop 企业,工会员工很少,而 Limbach 和 EMCOR 都是工会企业。人才可以离开,使敌意收购难度较高;但正式出售流程可能吸引买家以溢价竞购。收购方还会在剔除上市公司成本后,按约9000万-9500万美元 EBITDA 进行估值,而不只是按照8000万美元计算。
  • 针对 Andrew 关于退 SPAC 公司存在“向10美元引力”的玩笑,Naymark列举 QSR 和 APi Group 作为偶尔跑赢的 SPAC 案例,并认为 Limbach “打破了这一趋势”。Andrew指出,与2016年退 SPAC 相关的人基本已经离开,但 Naymark仍然看好其持久的终端市场、较低估值倍数、降本空间、干净的资产负债表,以及公司既可能成为整合者、也可能成为被整合对象的可能性。

7. 更广泛的筛选框架:尚未被定价的实体经济 AI 赢家

  • Naymark在 AI 时代的组合规则是规避被淘汰风险,买入 AI 中性或 AI 赢家、但估值尚未体现这一点的公司。Limbach就是一个例子:数据中心敞口较高的同业增长更快、估值倍数更高,但 Limbach仍保留数据中心期权和并购机会。
  • 一些投资者将 IWG 视为 AI 输家,因为“所有办公室工作都会消失”;但 Naymark认为,公司可能获得长期利好:如果企业无法预测10年后的员工规模,就可能更偏好短期办公室租赁。目前只有低个位数比例的办公空间以短期方式出租,他预计这一比例会上升。
  • Naymark今年重新买入 KKR,认为公司通过投资组合和放贷业务获得 AI 时代敞口。他判断,拥有长期业绩记录的大型另类资产管理机构,即便出现“1-2个糟糕的基金周期”,也可能获得市场宽容;而成功基金周期更少的中端市场小型机构,则会被整合或消失。
  • Andrew补充了专有数据这一角度:大型另类资产管理机构拥有数十年的交易、尽调和持有数据,这是新进入私募股权行业的机构所不具备的。他还质疑,随着避免买入 AI 输家的重要性上升,AI 是否会让被动投资变得更加困难。
  • Andrew还指出 KKR 的其他增长路径,包括高净值客户零售业务、亚洲和欧洲尚未充分渗透的另类资产配置,以及相对 Blackstone 和 Brookfield 在美国信贷、基础设施和房地产领域的扩张空间。两人最后认为,这类企业可能在未来5年、10年乃至20年保持韧性。
完整逐字稿
Andrew Walker

I’m happy to have Yaron Naymark from 1 Main Capital back on. I thought this was the fifth time, but it must be the sixth because he’s got the YAF shirt on. He surprised me.

Yaron Naymark

What’s up, man? I almost wore the hat, too. But figured out.

Andrew Walker

I’m just excited that I don’t have to spend the money on the shipping cost for another shirt. I was like, “Oh, I want another one. I need another one.”

No, it’s one time only. I’m super excited to have you back on. If my Twitter DMs and everything are any indication, everybody’s excited to have you back on. It’s been a while, but we’re going to talk about a stock. Before we get there, a reminder that nothing on this podcast is investment advice. There’s a disclaimer in the show notes and another one at the end of the podcast.

Yaron, this is actually the second time we’re going to talk about Limbach. You and I discussed it in June 2023. I had to look it up because I wasn’t sure if it was a fever dream. We talked about Limbach a lot. The stock did incredibly well—it was up about 6.5 times over the next 2½ years after we discussed it—and it has come back quite a bit since then. It’s down about 75% from the peak, but it’s still up 80% from the first pitch, so if you held it, you’re still pretty happy.

1. What Limbach is and why he is double dipping

You are back in the stock, double dipping on the stock, and when it's come on the podcast. That’s the big overview for everyone, so I’ll toss it over to you. What is Limbach, and why are you double-dipping here?

Yaron Naymark

Like you said, I thought the setup was really compelling in 2023 when we spoke about it. I think it’s back to being almost as compelling now as it was back then, which is why I wanted to talk to you about it. For those who may not have watched the 2023 version, I’ll give a history of the company and the overall pitch instead of assuming people watched it.

2. Enron, a SPAC, and the shift from general contracting to owner direct

Andrew Walker

It was 3 years ago, and I was one of the 2 people on the podcast. I could barely remember it, so I’m sure the listeners might appreciate that, too.

Yaron Naymark

I’ll give a quick overview of the company’s history, how we got to where we are, and why I think the stock is compelling now. Then we can go into Q&A from there.

Limbach is an MEP contractor—mechanical, electrical, and plumbing. They specialize on the mechanical side, primarily HVAC, for mission-critical infrastructure assets, such as hospitals, advanced manufacturing facilities, and the like.

The company is very old—over 100 years old. It was founded by a guy with the last name Limbach. He eventually sold it, and it ended up in the hands of Enron. Enron went bankrupt, and a private equity firm bought the company out of bankruptcy. The firm then brought it public in 2016 by merging it with a SPAC.

The vision for the company when it went public was to roll up small, local contractors over time at attractive multiples. The end market was very fragmented, and the smaller players typically traded for 4 to 5 times EBITDA. Now that may have crept up to 5 to 6 times EBITDA, but there was a long runway for consolidation, and the public vehicle was meant to pursue that opportunity.

It was run by a CEO at the time, and the company had some issues on the general contractor side. They took on some major new-construction projects and had major project write-downs on them. They lost a bunch of money and became a distressed equity going into COVID.

They managed to dig their way out of that distress through good earnings growth and free-cash-flow generation, deleveraging the balance sheet. Now it’s back to being a consolidation and roll-up story.

Over that period, the CEO was replaced in early 2023. The former COO, Mike McCann, was promoted to CEO. Mike had started a transition when he was COO, and he continued it as CEO: transitioning the company from a primarily GC business, where they were working on major new-construction projects, to an owner-direct business, where they were working on upgrades, repairs, retrofits, and adding a wing to a hospital.

Those projects tend to be more working-capital-efficient and higher-margin, and they’re less susceptible to blow-up risk. That transition went really well for them. When it went public, the business was probably 80/20 on the GC side, and as of last year it was probably 75/25 on the owner-direct side.

Margins expanded from low-single-digit EBITDA margins to low-double-digit EBITDA margins. The company made some acquisitions along the way, grew nicely, and everything was going great for the stock.

3. Called a data center winner when management said otherwise

At one point last year, Limbach was caught up as a data-center winner—wrongfully so, in my view. At the time, the company was not pursuing, and was vocal about not benefiting significantly from, data-center business. But a lot of their competitors and other MEPs in the space were benefiting tremendously from data centers, so people assumed Limbach would benefit from them as well.

The company was singularly focused on capitalizing on its owner-direct relationships, which were growing very nicely up until it hit the recent speed bump. It was really just staying out of trouble on the general-contractor side.

Even though there’s tons of demand for new data-center work, and that work has come with relatively attractive margins for the private and public competitors doing it, the hyperscalers and neoclouds are more focused on quality and speed than absolute cost. That’s not to say they’re throwing money at every problem or that they aren’t looking at what things cost, but they really care about quality and speed, so the margins have been fine.

4. The air pocket: tariffs, Medicaid cuts, and paused projects

I think Limbach was singularly focused on avoiding GC work and transitioning the business to ODR, and they missed a big trend in hindsight. They focused exclusively on the owner-direct relationships and hit an air pocket on the owner-direct side. Demand slowed down.

I think it was a combination of trade-war- and tariff-related issues last year, the Build Back Better bill, which introduced Medicaid cuts to the healthcare vertical—a big vertical for Limbach—and then just the Israel-Iran war this year, higher oil prices, and general macro stuff. Discretionary projects were either put on pause or temporarily put on hold, and they hit an air pocket in demand.

That air pocket translated into an organic revenue decline of low to mid-single digits in the first half of this year, while EBITDA was down much more than revenue. Revenue was down approximately 5%, while EBITDA was down 30% in the first half of this year, year over year.

A big chunk of that decline in EBITDA margin was fixed-cost deleveraging. There’s a fixed-cost base here, and if you get rid of those fixed costs, they’re hard to bring back. The company viewed this slowdown as temporary, so they didn’t want to take an ax to costs. That led to massive deleveraging on the fixed-cost side and EBITDA being down 30% year over year.

The stock was not particularly expensive going into the first half of this year. But since the company reported EBITDA down 30% in the first half, the stock is down probably 50%, following the second-quarter results, when they took guidance down from $90 million of EBITDA for the year to $80 million of EBITDA for the year.

So we’re looking at a low-double-digit reduction in EBITDA guidance for the year, with the stock down 50%.

5. Why the stock is down 50% when EBITDA is down 30

Now, why is a stock down 50%? If the company chose not to guide annually and just reported EBITDA down 35% or 30%, or whatever it was, for the first half, I think you could fairly say the stock should be down 30%. There’s no real leverage here. The enterprise value is effectively the market cap.

So why is the stock down 50% and not 30%? I think the stock is down 50% because of the way they guided the back half. Being down 30% in the first half and up 20% in the second half year over year seems unrealistic. For public market investors, it’s very hard to own a stock where you think they might miss or guide down again. It seems like they didn’t guide down enough—from 90 to 80. 80 still seems unrealistic, and there’s no valuation support for a stock where people think the numbers are going to keep coming down and the company is going to keep missing.

So I think that’s why the stock was down 50%. If there had been no guidance for the back half, I think the stock would probably be down 30%. Given that the guidance seems unrealistic, I think the stock is down 50%.

I think it’s the wrong reaction because I actually think the guidance is achievable for the full year. Even if they happen to miss, I don’t think it will be by much. I think next year is set up for a pretty good growth year, so I think the consolidation, capital allocation, and capital deployment opportunity is still there.

Pre-Q2 earnings, before this blowup, you were buying it at a reasonable valuation with the thesis that this is an organic growth story over time, plus capital allocation can generate pretty good IRRs here. I think you’re buying it at a valuation where you don’t even need to bet on capital allocation creating value from here. I think it’s too cheap for the business that exists today under the umbrella, and you’re basically buying the business for a steep discount to its fair market price, with the opportunity to also deploy capital and create value that way.

So I think you could benefit from multiple expansion on the base business from here, plus value creation from capital allocation. There’s also a cherry on top: They’re now finally starting to go after the data center business. If they do go after the data center business and get it, which I think they will, you can get multiple expansion from the core business, additional multiple expansion from having increased data center exposure, and value creation from M&A.

6. Organic versus headline revenue and the Pioneer Power deal

I think you could get a triple whammy here of highly asymmetric upside returns over a pretty short duration if things go as I expect. If not, I think you have valuation support on the downside. So I’ll stop there, and I’m sure you have lots of questions.

Andrew Walker

That was a fantastic overview. Let me ask a clarifying question, and then I’ve got a bunch of questions. You mentioned first-half revenue being down and EBITDA being down a lot more. When I was preparing, I saw that headline revenue was up, and I just want to bridge that because I think it will impact a lot of the questions. What happened is they made an acquisition, so organic revenue is down, but headline revenue is up. You can correct me if I’m wrong.

Yaron Naymark

Yeah, they bought a company called Pioneer Power, which led to headline revenue being up.

7. Double dipping on a stock you already made money on

Andrew Walker

Perfect. Let me start with an actually non-Limbach-specific question. This is a double dip for you, right? You bought it a few years ago, rode it up, and I think you pretty much exited most of it, whatever it was. Now the stock came back, and you basically pulled back in.

I’ve found that the stocks I’ve done the best and worst on historically have been stocks where I double-dip. The stock does well, I buy it, I sell it, it comes back down, and I buy it again. Sometimes I do the best because I know the name really well. Then sometimes I do the worst because if the stock goes from 50 to 100 and back to 50, sometimes there’s a new risk that has crept in between 100 and 50 on the way back down. When I come in with my first-time-around lens, that risk wasn’t visible, or it was small, and that risk has gotten a lot bigger now.

I’m kind of dismissive of it because I say, “Oh, I know this. I’ve addressed it.” I haven’t updated my mental model or my understanding of the business, and I’m taking on a risk that I maybe don’t fully appreciate. That’s come back to bite me a few times. So I guess my first question would be: What gives you the confidence here that this is more like the first scenario than the second? Obviously, I’ve got lots of questions on the business, but that was just a high-level thought I wanted to ask.

Yaron Naymark

The first time I bought it, the thesis was margin expansion, multiple expansion, and capital allocation. We’re back at the thesis; it’s basically the same. The multiple today is a little bit higher than the first time we spoke about it. Margins are reasonably higher, but it’s a really good balance sheet. The end market is on fire. Its private-market competitors and public peers are seeing massive amounts of demand, organic growth, and margin expansion.

This is not a melting-ice-cube end market. There’s going to be a need for this service for decades to come. So we have really good valuation support, a really clean balance sheet, and an end market that’s on fire. Limbach has labor that’s in high demand and short supply right now.

I think there are explainable reasons for why revenue was down in the first half. They had really good bookings over the last 3 quarters. Those bookings were slow to burn, and that caught them off guard, but I think they have pretty good visibility into those bookings burning in the back half. I think there are reasons to be really optimistic that they’re going to win data center business as well.

I think the pipeline is in pretty good shape. If you speak to private and public companies, there’s lots of business to go around. The really big players, especially on the fabrication side, are capacity-constrained right now. Limbach has a lot of excess capacity on the fabrication side, and they could benefit from that.

I do think there are lots of reasons to believe that their current core end markets—healthcare, et cetera—have normalized and are going to return to growth. I think there are lots of reasons to believe they’ll capitalize on the data center business. If they don’t return to growth in their core verticals and/or capitalize on data centers, I think there are probably some costs to cut, and you can get margin back that way.

I think there’s a base level of EBITDA here that is extremely supportive of the current enterprise value, and that provides downside protection. If you can generate a base level of EBITDA that justifies today’s market cap, at a minimum, in almost any environment you could imagine, I think it’s hard to really get blown up.

I’m not saying that if they took EBITDA guidance for the year down from 90 to 80 and then came out and printed 70 or 65, the stock wouldn’t go lower. The stock would go lower for sure. But I still think that at 65, there’s probably upside, not downside. If you’re looking at 65 of EBITDA, less 5 of stock comp, less 5 of capex, you’re still at 55 of pretax earnings, and you’re looking at 45 of free cash flow. That’s 4 bucks a share, and you’re trading at 10 times that number today with a very clean balance sheet.

It’s worth more than 10 times earnings, even after you take a massive haircut to EBITDA. So if they print 65 instead of 80, it would be a disaster for the stock in the near term, but I think you have a really good margin of safety because even in that scenario, I think you could underwrite upside from that scenario, not downside from the current share price.

8. The bear case: low margin bookings and general contracting by another name

Andrew Walker

That goes nicely into what I think is the main question a lot of people have. Late last year, there were a lot of bears. There was a short report on VIC that I thought was very good, and there were a few other short reports floating around.

A lot of the bears and people looking at the stock say, “Hey, what happened here is there was an air pocket in orders in the summer of 2025, as you alluded to—tariffs, healthcare, and all this sort of stuff.” Management panicked and took on a lot of new bookings that were extremely low margin, and what you’re seeing now is all those bookings burning through.

They guide for the year—let’s just call it 750, which is the midpoint of the guide. They actually take that up to about 780 when they guide for the full year in Q2, but they’re taking EBITDA down. So all the bears and people who are worried are saying, “Hey, these guys are bidding on really low-margin business, and it’s destroying them.” They’re worried that management doesn’t have a handle on just how low-margin or how aggressive they were.

The second corollary to that would be: Even once you burn off this low-margin book of business, you’ve now got a management team that has proven they will bid for low-margin business, or they don’t realize that it’s low-margin business, which is an even bigger concern.

I think people are worried that this is a great business—ODR is awesome, owning the relationship—but they’re worried it’s general contracting under another name. We can talk about labor inflation and everything else, but I think that’s the real high-level worry people are getting at here. I tossed a lot out there, so I’d love to hear what you’re thinking about that.

9. Yaron Naymark, back for round six

Yaron Naymark

Look, general contracting in another name sounds bad if you're talking about Limbach, but you look at other general contracting stocks right now, and they're trading at 10 to 25 times EBITDA because of the data-center tailwind. So, even if this is a general contracting name, and it becomes a general contracting name because it wins a bunch of data-center work, I think there's a case to make that there's upside for the stock.

I would be more concerned about the bookings they took on over the last few quarters if we saw, in the first half of this year, revenue up and margins down substantially. What we saw was revenue down organically, right? There's a big fixed-cost base and a big deleveraging. You don't cut costs immediately when revenue declines for a couple of quarters if you really think it's coming back, because it's going to be hard to layer the costs back in to grow.

If you think this is a growing end market, you don't just cut a massive amount of costs after 1 or 2 quarters of a slowdown. So, organic revenue down 6% and EBITDA down 30% is explainable to me based on deleveraging, and you're layering in Pioneer Power, which was the acquisition. That's why they grew revenue on a headline basis, which is a much lower-margin business than the core was, and they plan to get margins up there over time.

In the back half, margins are expected to be fine, and that's because revenue is expected to grow organically because they're going to increase the burn. We'll see. I still think gross margins will probably be down year-over-year, but you're going to leverage SG&A, and so EBITDA margins should be pretty good. We'll see what happens to gross margins in the back half.

I think the bear case—the short write-up—was good. What I missed, and what other longs probably missed, was that as the business was transitioning toward more owner-direct business, we became probably a little overly dismissive of weak bookings. My view was that they had more intra-quarter, short-duration business that they were winning and burning that never showed up in the backlog or bookings intra-quarter. So, I was less concerned about that than the bears were. The bears turned out to be right over the short term.

I still think, on a long-term basis, there's a lot of value to be created here via organic growth. I really do believe this was an air pocket in demand that's not durable or sustainable for the business. The important thing is that they have a good balance sheet. They're not in distress. They're going to grow their way out of this and deploy their capital in an efficient manner.

One point I'll make is that Mike, who's the CEO, has never made a lot of cash compensation, right? He worked his way up this company to eventually become COO and eventually become CEO. At one point, when the stock was $150, the guy was worth like $40 million on paper. He never sold a single share.

When you ask him why, it's because he told you that—and he told me back then, and he tells me today—he's a true believer in the long-term value-creation opportunity here, and he's in it for the long run. The guy didn't sell a single share, so he's a believer. I do believe in the long-term value-creation opportunity here as well.

It doesn't mean there won't be bumps along the way. It doesn't mean they won't make mistakes, which they did by being overly focused on the ODR side and avoiding all the data-center stuff. There are lots of public and private companies, like I said, that are taking on a lot of data-center work at really good margins. A lot of MEPs have 30% of their business in data centers now—40%, 50%, 60%. We effectively have zero.

If we get our fair share of data-center work, that implies substantial growth from these levels with really good operating leverage. You could be looking at $100 million-plus of EBITDA next year, or $120 million of EBITDA on an organic basis. Plus, you layer on acquisitions, and I think there's massive upside if those scenarios play out. I don't think there's a lot of downside fundamentally if those scenarios don't play out.

10. Why FIX and EME ran and Limbach did not

Andrew Walker

Let's talk about data centers for a second, because my first note when I was ramping up and prepping for this podcast was, “I don't understand why this business isn't firing on all cylinders,” right? I got the numbers somewhere, but over the past 3 years, FIX is up 800%, EME is up 250%, and Limbach is up 16%. It's even starker on a 1-year basis, and I didn't realize that they had no data-center business.

My first question would be: shouldn't a rising tide lift all boats? If FIX and EME are just doing all data centers, Limbach doesn't have the data-center business, but a lot of their competitors are going to the data centers. Shouldn't it just be that there's more demand? We're still doing health care. We're not getting the crazy amounts that data centers are getting, but we're the only ones bidding on this health-care work because everyone's focused on data centers. That seems reasonable to me.

My second corollary relates to the bear case we put out. They did just seemingly get a lot of low-margin business that's kind of burning off, but if they're going whole hog after this data-center business, is there any concern that this management team just did a lot of low-margin business in response to low bookings? If they're going whole hog after data centers, can we really trust that it's going to be at really good economic levels as they take share from FIX or EME, or whoever they want to take share from?

Yaron Naymark

A couple of questions in there. If I miss some of the answers, refocus me. A rising tide should lift all boats that are playing that tide. If you're benefiting and getting data-center work, yes, the rising tide helps you. If you're not getting data-center work, the demand from the data centers is pushing labor and material costs higher and making things more inflationary in nature.

11. Wage inflation, technicians, and whether owner direct contracts trap them

If you have higher labor costs without the pricing power or the demand uplift that comes from the data-center work, your core customer is getting squeezed. They're seeing prices go up massively, and they're pushing back on you over price. You have inflationary costs on your income statement and less pricing power with your end customer, which isn't seeing the demand that the data-center customers are seeing. That actually hurts you.

Andrew Walker

That is one thing I thought about when ODR—which, as you said, is where you build a relationship with the building owner. I wondered whether ODR actually hurt them.

There’s so much demand for HVAC, which is a very popular area, and all these companies are making huge amounts of money. You hear about people making $150,000 a year as air-conditioning technicians. I wonder if ODR actually hurt them because all their technicians were saying, “We're going to make $20 more per hour working on a data center unless you increase our pay.”

Then Limbach is sitting there with massive wage inflation, relationships with these owners, and basically long-term contracts with these owners, saying, “We can't pass any of this through.” So, they kind of get the double dip there.

Yaron Naymark

Yeah, it's wages and materials. Operating expenses are also ticking up. I do think you could make it up with volume and with work where the data-center work is, I think, equal to or higher margin than the other stuff. If you can get 10% or 15% organic growth, you can offset a lot of inflationary pressures because there are fixed costs to leverage, for sure.

But if you're seeing revenue decline 6% year-over-year, that's where the inflationary pressures really eat up your margin. If you believe the current revenue run rate from the first half was the true run rate of the business, I do believe there are costs that would be taken out to protect margin a little bit. I don't think EBITDA would have been down 35% if you believed that this wasn't temporary and was permanent. But I don't think they believe that, and I don't believe that.

As for the margin, you repeated something that the shorts are asserting, which I'm not certain of. You're saying the bookings they took on were knowingly lower margin. We know gross margins were down, but the company has attributed a majority of the reduction in gross margins to Pioneer Power being reflected in the consolidated results, having fewer project write-ups from projects that were ending in this period than last year, and then a big fixed-cost deleveraging.

I think the combination of those things explains a majority of the gross-margin reduction. We'll see what happens to gross margins in the back half, but the company is definitely guiding to significant gross-margin expansion in the second half versus the first half. If they do that, I think that calls into question whether the new business they're taking on is really at a known lower margin than the prior business. I'm not sure of that.

12. Did management get caught off guard between Q1 and Q2?

Andrew Walker

That sounds great. Let me just ask again. I think some of this is how you feel about management. I went and read the Q1 and Q2 calls and flipped through the Q4 2025 call. Do you think the company was surprised by the results—by how bad it got in Q2?

In Q1, they reaffirmed guidance, and when I read that call, they're talking as if Q1 was a blip, everything was under control, and Pioneer was coming in better. In Q2, they slashed the guidance, and you go read the call and they say 2026 is a reset year. They're going into next year and making the adjustments, and that's just a difference of 3 months.

Do you think they were surprised? Does that give you any worries that maybe they don't have their hands on how big a problem this was or is?

Yaron Naymark

Yes, I do think they were surprised.

In fact, on the Q1 call, they said something like, “We’re comfortable with Q2 consensus estimates,” which is probably what got me and other longs in trouble. I did own the stock going into the Q2 blowup. I didn’t just reinitiate after it was down 50%; I have added to the position substantially in the last few weeks.

I think the fact that they said they were comfortable with Q2 made it seem like Q1 really was a blip and that they were expecting a strong recovery into Q2, followed by an even stronger recovery in the back half, which is typical. The business is typically second-half weighted. This year, it’s much more second-half weighted than in prior years. It seemed much more realistic to be able to hit $90 million of EBITDA for the year when they said they were comfortable with the Q2 numbers.

I think they were surprised by the slow burn. They had bookings that went into backlog, and they expected that backlog to burn at normal burn rates, but customers were dragging their feet, some voluntarily and some involuntarily. The voluntary side is, “Hey, macro, more tariffs, potentially war. Let’s put a pause on this project.” Involuntarily, it’s, “Hey, we really want to do this work, but we’re having a hard time sourcing electricians for the electrical component of this job, so we can’t do the mechanical component until we sort that out.”

I think the burn rates were below what they were expecting. I think they have really scrubbed the numbers, and it seems to me like they really believe the burn rates are going to pick up in the back half. I’m guessing they probably have decent visibility into Q3. When projects have started already, you probably have more visibility into that than into projects that haven’t started yet for Q4. It remains to be seen, but from talking to other competitors, both public and private, it seems like they’ve all seen similar trends in the non-data-center side of their businesses over the last 6 to 9 months.

It seems like things are starting to normalize, and so there’s reason to believe that the burn rates will pick up. The company will hit the back half. If they hit the back half, that looks like the real run rate of the business, not the first half, and we’re right back to where we were before the blowup.

And even better yet, if that happens and they win $100 million or $200 million of data-center business for next year, then all of a sudden this becomes a data-center play again, with massive operating leverage and organic growth, plus the capital-allocation story. This goes right back to, or even well above, where it was right before the blowup. There are scenarios where the stock doubles or triples over 6 or 9 months. There’s also a scenario where they blow up again and the stock’s down, but even if it’s down from here, I don’t think you’re permanently impaired. I think there’s reason to be hopeful from that level.

13. The $50m buyback nobody has touched

Andrew Walker

You mentioned capital allocation briefly in that answer. The company came out with a $50 million share buyback in December 2025, I think, and they haven’t executed anything on that so far. Obviously, you think the shares are attractive. Do you think they’re executing on that now, with an unlevered balance sheet, or do you think they’re waiting for full stabilization before they go for that?

Yaron Naymark

Yeah, I don’t think they’re executing on it. I know why you ask. Every company should have a buyback and a shelf in place. Every public company should have an ATM ready to go and a buyback ready to go.

Andrew Walker

All these meme stocks that didn’t have ATMs, and their stocks are screaming, “We don’t know how to issue shares.” How? It takes $100 to file this thing. How did you not have this ready to go?

Yaron Naymark

Right. But when you’re in a consolidating end market and you can buy stuff at 5 or 6 times EBITDA with no capex, even if you’re only trading at 6 times EBITDA right now, which Limbach is, there’s not that much value creation on day 1 because you don’t have the spread between what you’re paying at 6 and what you’re worth at 10.

But it diversifies you. It gives you more scale, more operating leverage, and more diversification. More scale traditionally comes with a lower cost of capital and a more predictable business. I think there are reasons why buying stuff at 6 times potentially is a more attractive use of cash than buying your stock back at 6 times.

I think they’re focused on M&A, so I would be surprised if they’re buying back stock. I think they’re focused on acquisitions. I do think the platform is worth significantly more than 6 times. Even though it’s not trading there today, you are creating future value for whenever you eventually get rerated back to 8, 10, 12, or 15 times EBITDA. I think acquisitions are a better use of cash than buying back stock, even at these levels. If they were trading at 2 times EBITDA, I think the math obviously changes on that.

For an MEP, they’re large. Their current scale is $750 million to $800 million in revenue. Comfort Systems is at $11 billion or $12 billion of revenue. EMCOR is tens of billions as well. There are private companies I’ve spoken to that are at $5 billion to $8 billion of revenue. They’re still pretty small. It’s a consolidating end market, so there’s lots of room to get bigger through M&A.

I think it smooths out your revenue, gives you more operating leverage on your fixed costs, and lowers your cost of capital. So, I think buying stuff makes more sense right now.

Andrew Walker

That was an awesome answer. No, because my first thought was, “Oh, they did something in December, and then earnings miss, earnings miss, earnings miss.” I think 2 of the 3 worst days the stock’s ever had were the Q1 and Q2 earnings days this year. The stock was down 30%.

I was reading a prior call to prepare for this, and one of the things somebody was saying—the stock was actually higher than this—was, “Hey, I like this stock because what you get at the end is that construction isn’t going away, right? So you have enduring recurring revenue. If you have those owner relationships, you’re hoping that’s kind of recurring revenue. The building is there; they’re going to need somebody. You have enduring recurring revenue.”

14. The math behind a $200 three year price target

As you mentioned, it’s a $700 million revenue business, and its peers are $5 billion to $10 billion. You’ve got a huge M&A engine. They said, “I like that for a compounding business.” I think one of your letters talked about a $200, 3-year price target. Can you walk me through the math to get to $200 for an enduring recurring-revenue business?

Yaron Naymark

Yeah. I thought at that time, and I still think currently, that you can get to $10 a share of free cash flow by 2030 through some organic growth and layering on acquisitions. If that trades for 20 times $10, there’s your $200. That’s basically the math.

Andrew Walker

Okay. Obviously, the stock’s at $40 today.

Yaron Naymark

Yeah. You could argue that the business is worth 15, not 20. You could argue the business is worth 25, not 20. But I think 20 is a reasonable multiple for a very clean balance sheet in an end market that’s not going away over time and that’s benefiting from the data-center buildout tailwinds that all their competitors are seeing.

As I said, the peers are trading for 10 to 25 times EBITDA. Comfort is a nonunion shop with much more scale and better margins. That’s on the high end, at 20-plus times EBITDA. EMCOR is at 15. You have Legence, which is newly public—Blackstone brought it public—at around 13 times EBITDA. There are lots of smaller and midsize players at 12 to 15 times EBITDA. I don’t think it’s crazy for Limbach to get there.

15. Could Limbach be the seller instead of the buyer?

Andrew Walker

What about the other way? We mentioned that it’s a consolidating industry. If you’re Comfort or EMCOR, don’t you have to look at your multiple and look at Limbach’s multiple and say, “Hey, we buy them, we get some fabrication. We’re already in data centers; we get a lot of capacity that we can shift into our big data-center business. We get the multiple arbitrage that everybody likes.”

There are obviously synergies there. What about going the reverse way and Limbach selling? Do you think there’s anything to that? You can also say, “Hey, I know the people here. You mentioned the management team didn’t sell a share when the stock was higher. They’re true believers. They want to go attack this upside here.”

Yaron Naymark

There are definitely reasons to argue for Limbach getting larger through acquisitions and creating value that way. For that to be realistic, they have to execute on the core business, right? You can’t be struggling to grow in an end market where all your peers are growing, especially for a company this size, and have there be a real public-market story.

The underlying business has to execute, and execution just needs to mean low-single-digit organic growth with flat-to-growing margins. Not on the gross-margin side, but by leveraging SG&A. If you can do that and deploy capital well, I think this is an amazing public-market story. There’s no need to sell the company.

If they continue having execution issues, I do think there’s reason to believe that this should be consolidated into a larger player. There are a bunch of private companies, like I said, that are much larger. There are a few public companies this would make sense for, I think. I don’t think Comfort is one of those. I do think EMCOR could be a consolidator. I do think Legence realistically could be.

Those are both union shops. Limbach is a union shop as well. Comfort Systems is not; it’s a merit shop. They have almost no union employees. I think they probably have 5 union employees in the entire company or something like that.

And so I don’t think Comfort would do that. But I do think EMCOR, over a decade ago at this point, probably kicked the tires on Limbach and didn’t do anything. Is there a shot they do something again? Yes. If you put a for-sale sign up, for sure.

I think it’s hard to do non-friendly takeovers in a business where all your talent kind of walks out the door every day. But I do think if you put a for-sale sign up, there would be lots of buyers here at a premium to the current share price, for sure.

Andrew Walker

Okay, last question, then we can maybe talk about other stuff.

Yaron Naymark

And, by the way, there are public-company costs as well, right? So if they do $80 million of EBITDA, you’re really bidding off of $90 million or $95 million. You’re not bidding off of $80 million at that point.

Andrew Walker

Yeah. And a higher multiple to the acquirer.

16. Sponsor: Trata

I’ve noted Josh Horowitz is the chairman here, whom I’ve met maybe twice. He’s a fellow small-value investor, but it’s not lost on me that I think this is his 3rd chairmanship, and the first one was BDMS, which sold to private equity for, if I remember correctly, a massive premium. Another board he was on sold, and another board he’s on, BKTI, is like the best-performing small cap of the past year or 18 months or something.

So he owns a decent bit of stock here. I do have to think he’s the chairman, and he’s probably driving a lot of the shots. Mike, the CEO, even after this downturn, owns a lot of stock. So I’d have to think everybody looks at this, and if they really aren’t believers or they think the story might be marred, look at that.

Last thing, and then we can talk about anything else for 5 or 10 minutes if you want. You know, I do remember the first podcast. My whole thing was, “Yaron, this is a former SPAC, and all former SPACs just blow up.”

Now, this was de-SPAC’d in 2016, right? And all the people from the de-SPAC are effectively gone at this point. But does it worry you in the back of your mind? Like, “Oh, man, it’s still a SPAC from 10 years ago, and all SPACs—there’s just this gravitational pull toward $10 per share. $10 per share is always the de-SPAC price.” Is that gravitational pull still there 10 years later? Have you escaped gravity’s field, or is that—

Yaron Naymark

You have the occasional winners. You have Restaurant Brands, right? QSR, Burger King came public via a SPAC. You have APi Group, which was done through a SPAC, and Martin Franklin’s SPAC.

I think there are some SPAC winners. I think there’s a lot of SPAC trash, but I think this one bucks the trend. Like I said, it’s an end market that’s not going anywhere. It’s not a melting-ice-cube end market. They’re not the No. 1, No. 2, or No. 3 player in the space, but it’s a rapidly consolidating end market, and they could be a consolidator or a consolidatee.

I think we’re buying it at a valuation with a very wide margin of safety because the multiple is very low. There are levers to pull to cut costs if this is the actual run rate of the business, and I think there are reasons to be optimistic that they’ll win data-center business over time as well.

Andrew Walker

No, it makes absolute total sense. I just laugh because every now and then I’ll see something that de-SPAC’d 8 years ago, and they’ll report poor earnings, and the stock will go from $18 to $10, and I’ll just laugh. I like the inevitable lifecycle: everything that’s a de-SPAC eventually goes back to $10.

Now, this went—if you think about it this way, if I remember correctly, it de-SPAC’d in 2016. By 2019, I think it hit $4 per share and then began to run. So maybe it’s already done the de-SPAC. It’s too far away, but it’s just something I thought about.

Yaron Naymark

Absolutely. It had a lot of blowups along the way, for sure.

Andrew Walker

Anything else in your mind?

17. CYMCOR and the data center pull through

Yaron Naymark

They bought a company called Simcore.

Andrew Walker

Alongside their Q2 earnings. Yep.

Yaron Naymark

Sorry, what did you say?

Andrew Walker

Alongside their Q2 earnings, they announced that. Yep.

Yaron Naymark

Yep.

It’s a program-management business that focuses on data centers. They’ve done program management in the healthcare vertical, and the program-management business by itself isn’t that big. They basically advise people who are building data centers and charge a fee to help manage the project and make sure it’s done on time and under budget and the like.

They’re expecting $4 million of EBITDA from it. They paid $30 million, so it’s a higher multiple than the MEP businesses they’re typically buying. The interesting thing is that normally they see significant pull-through work from the program-management business. So you advise the builder of the data center, and that gives you a foot in the door to bid on the work that you’re advising them on.

If they see similar pull-through from Simcore to what they’ve seen in the healthcare program-management business, I think it’s like a 20× pull-through multiple is what they’ve seen historically. If they see that kind of pull-through here, you’re looking at a few hundred million dollars of data-center revenue, which will put you at about 25% or 20% of the business in data centers. That’s on the lower end of what you hear their peers get, plus the non-pull-through work that they’re just bidding on through ordinary-course business.

So you really could see their data-center business go from $0 to hundreds of millions of dollars potentially. That’s a dream case, but it’s possible. It’s not completely unrealistic. If they do that, there’s massive growth ahead here.

And if they don’t do that, I still think you have downside support in the form of valuation protection, markets that are stabilizing and coming back, costs to cut, strategic buyers if none of that takes place, a clean balance sheet, and the ability to do acquisitions at attractive multiples. So there are lots of ways to win here, and I think it’s a really good risk-reward.

18. Investing around AI: Limbach, IWG, KKR, and the mega-alts

Andrew Walker

Let me switch topics completely. I have 2 questions on AI for you, not really related to Limbach, just in general. I know your portfolio. You and I have talked every now and then about companies, and I’ve seen your letters. As somebody who invests in largely AI physical world businesses—you’ve been on the podcast twice for IWG, and this is your 2nd time on Limbach. We had another one that is a very physical business that I will not mention, but a very real business, and I see your letters—how are you viewing the world and the state of investing outside of AI?

Ignoring the existential dread of, “Oh, I didn’t buy”—you and I are on a thread where we joked we should have just bought the 2× leveraged Micron ETF—but ignoring the “Hey, I missed the trade,” how are you viewing the world when you’re investing in the non-AI businesses these days?

Yaron Naymark

Yeah, I’m trying to avoid businesses that are obviously going to be negatively impacted by AI and might go away over time because of AI. I’m trying to buy businesses that will benefit over time from AI, but not in a rapidly changing business model or end market that’s hard to predict, right? Things that have obsolescence risk. I’ve always tried avoiding things that are rapidly changing and hard to think about what the business might look like 5 to 10 years out.

I’m avoiding those businesses, and I’m trying to buy businesses that are going to either be AI-neutral or AI winners, but that are not currently being valued like AI winners or AI-neutral businesses over time. Two or 3 obvious examples of them in the portfolio right now: Limbach is one.

I think its peers that are benefiting from AI data-center build-outs are trading at much higher multiples and are seeing really good organic growth. And so you could get the faster growth and the higher multiple—the double whammy here—plus capital allocation and all the likes. That’s a potential AI beneficiary that’s not being valued like it right now, and I think it’s possible they get that.

I own IWG; we’ve spoken about it on the pod a few times now. I think that’s being viewed as an AI loser, right? All office jobs are going away, and if office jobs go away, there’s no need for office space. I think it’ll be an AI beneficiary—not immediately, but over time—as the workforce becomes more productive through the use of AI. Companies might want to shrink or flatten out their head count.

In a world where you’re no longer growing your head count over time and maybe even reducing it, it’s hard to sign a 10-year lease if you don’t have visibility into what your footprint’s going to look like in 10 years. Today, a low single-digit percentage of office space is utilized on a short-term rental basis. I think that’s going to move to a much higher percentage over time, and IWG is not viewed as an AI winner right now. I think it will be.

And then KKR, which I reinitiated this year, obviously has a portfolio of businesses that it owns and that it has lent to over time. The markets have been nervous about the AI exposure of the software companies, private-equity firms, and private-credit firms in those portfolios.

I reinitiated the position with the view that I think the existing portfolios are what they are, right? People understand that asset managers will be hurt by some of the things that they bought before AI was a thing. And I think the firms that are best positioned to survive that are the ones with the longest track records and the most blue-chip names that are likely going to be given a pass for a bad vintage or 2 because they have 10 vintages before that that did very well.

They have so much operating history as good investors that I think they will continue to be durable.

Yaron Naymark

While smaller mid-market firms that have fewer vintages might be given less rope to work with for making bad investments, I think you're going to see a consolidation of mid-market firms, with some going away. It's going to continue to push more and more toward either new startups that didn't get hurt by the AI stuff or the incumbents—the blue-chip, mega-alts. I think mega-alts are going to be beneficiaries of taking share within private equity and alternatives, but also taking share from passive in a world where business and the economy are rapidly evolving because of AI.

You could make the case that owning passive gets harder, right? Do you really want to own all the businesses that are AI losers? Don't you want active managers to select for you the businesses that could really do well based on making investments in AI and be AI winners? There are lots of other reasons I think it's interesting, too, but I think the mega-alts are going to be AI winners long term. So, that's 3 ways it manifests in the portfolio today that I could think of offhand. I'm trying to avoid the melting ice cubes.

Yaron Naymark

You said a lot of interesting stuff. I'll just riff off the last 2 things you said about the mega-alts. I think it's very interesting: one thing with AI I think is going to be huge is proprietary data. Now, data is the new oil. People were saying that 10 years ago, so maybe there's nothing new, but they have extremely sophisticated, extremely unique data from decades of deals, diligence, owning companies, and all that sort of stuff.

I could imagine a world where AI—if you and I tomorrow were like, “Hey, forget being a burgeoning media empire, Andrew. Forget living in Miami and living the good life. Let's go start a private-equity shop”—A, that would be very hard, but B, if we're competing and KKR bids on something, they've got decades of data that AI has scraped, and we do not. I guess they have huge advantages there, huge advantages in talent, all that sort of stuff. So that's 1.

And then, 2, on the active manager, that's really interesting. That's been the argument for years against passive, right? It owns everything, so it owns a bunch of the junk, but it's a very, very difficult bogey to beat. It is interesting to think: Does it make it easier or harder for active managers to outperform because they can avoid, quote unquote, the junk, versus maybe some of the junk is the benefit of owning passive?

Andrew Walker

There are so many verticals that there's massive growth ahead for the mega-alts specifically. The high-net-worth retail channel is just starting to take off; that could be a massive opportunity for them. KKR has the largest Asian alternatives business globally, but institutions have a very low allocation to alternatives in Asia today relative to the U.S., where lots of institutions are 25%, 30%, 40%, 50% allocated to alts and privates. In Asia, you're looking at probably a mid- to high-single-digit percentage of institutional capital allocated to alts. So there's massive growth ahead there; KKR will benefit from that as the largest Asian alternative asset manager.

Europe is similarly underpenetrated—not as much as Asia, but below the U.S. They have a big European business. And there's a lot of growth ahead in the U.S. in credit, infrastructure, and real estate for KKR specifically to catch up to the Blackstones and Brookfields of the world in those strategies. Even their most legacy, most mature U.S. private-equity business is still growing at a nice clip. So, lots of growth ahead from lots of different avenues.

The private-credit scare gave me an opportunity to reinitiate a position in a business that I sold a couple of years ago at an attractive price. But those are the kinds of names that are going to be here in 5 years, 10 years, 20 years that I think will be either neutral or AI winners from AI, at compelling valuations with good balance sheets.

Yaron Naymark

Perfect. Yeah.

Andrew Walker

Well, let's wrap it up there. Yaron Naymark, 1 Main Capital. Thanks so much for coming on. Thanks for wearing the shirt, representing the brand, and I'm looking forward to having you on again soon.

Yaron Naymark

Thanks, man.

Andrew Walker

Bye, buddy.

Yaron Naymark

Bye.