Japanese Toilet Maker Toto's HUGE AI Windfall - The AI Podcast

Summary

The AI Podcast
Episode: Japanese Toilet Maker Toto's HUGE AI Windfall
Date: February 22, 2026
Host: Jayden Schaefer

Overview

In this episode, host Jayden Schaefer uncovers the surprising and underreported story of Toto, the Japanese toilet company, and its pivotal role in the global artificial intelligence (AI) supply chain. Instead of focusing solely on innovative toilets, Toto is emerging as a critical supplier of specialized ceramic components for the semiconductor industry, fueling the data centers and chip manufacturing processes essential for AI. The podcast explores Toto’s unexpected AI windfall, examining activist investor actions, Toto's business transformation, industry reactions, and the broader phenomenon of unlikely companies benefitting from the AI boom.

Key Discussion Points and Insights

1. Toto’s Unexpected AI Connection

Toto, famous for high-tech toilets with features like heated seats and cleansing sprays, is now in the spotlight for its advanced ceramics division.
"Nobody is covering" how Toto is becoming "one of the most undervalued and overlooked AI memory companies or beneficiaries out there." (01:12)
The company manufactures highly specialized ceramic components used in chip fabrication—holding silicon wafers, enduring extreme temperatures, and preventing contamination.

2. Activist Investor’s Influence and Financial Undervaluation

UK activist investor Pallister Capital has taken a significant stake in Toto and sent a letter to their board.
- Pallister claims Toto is "the most undervalued and overlooked AI memory beneficiary" (03:10) and should communicate this value more clearly.
- Toto’s advanced ceramics business is reported to account for about 40% of the company’s operating profit.
- “This isn’t just like a side project for Toto... their advanced ceramic business accounts for about 40% of their operating profit.” (05:18)

3. Investor and Market Reactions

Analyst upgrades and activist pressure have driven Toto’s stock price up by roughly 40% year-to-date (06:15).
The surge reflects not only investor excitement for AI-related narratives but also fundamental demand and profit growth from these ceramic components.
“It doesn’t feel like a desperate ploy... this is 40% of their operating revenue and they have a massive opportunity here.” (07:15)

4. Skepticism and Caution in the Market

Some skepticism remains about the durability of Toto’s competitive edge (the "five-year technological moat" as claimed by Pallister).
- “Some are saying this isn’t quite accurate... [growth] is going to depend a lot on the fab expansion plans” (08:10)
Semiconductor market expansions are cautious, wary of potential bubbles and overcapacity if AI demand stalls.

5. The Domino Effect of AI Supply Chain Demand

The story isn’t unique to Toto; legacy manufacturers in Japan—like Ajinomoto and even cosmetic companies—are pivoting to supply essential materials for chips and data centers.
AI's surge is “changing supply chains,” elevating material sciences firms, niche component makers, and other unexpected players.
“The people that are winning is not just Nvidia or AMD... There’s a lot of embedded deep tech that’s seeing huge booms and being incredibly successful.” (09:00)

6. Broader Risks and Opportunities

Jayden cautions about tying too much of a business to volatile tech spending cycles.
However, he acknowledges the legitimate and significant current opportunity for Toto and similar firms to profit from AI infrastructure growth.

Notable Quotes & Memorable Moments

"Toto ... is basically right now sitting in the middle of AI infrastructure and semiconductors supply chain story and that it should be playing a bigger role." (03:08 — Jayden Schaefer relaying Pallister’s view)
“For decades Toto has been producing highly specialized ceramic components which are used in chip fabrication. These aren't, you know, in bathrooms, of course, but they're precision engineered parts.” (03:52)
“Their advanced ceramic business for Toto accounts for about 40% of their operating profit.” (05:18)
“Toto moving from being this famous toilet brand to perhaps a semiconductor material supplier is just showing how much ... AI is definitely changing supply chains.” (09:00)
“[It's] fascinating time to watch as toilet companies are becoming a really important part in the semiconductor supply chain.” (10:05)

Important Timestamps

01:00 – 03:08: Introduction to Toto and its unexpected link to AI; mention of Pallister Capital’s activist investment
03:08 – 05:40: Details on Toto’s ceramic division and their vital role in chip manufacturing
05:40 – 07:15: Financial data, analyst opinions, and rising stock price
07:15 – 08:10: Comparisons to other faddish market moves (e.g., blockchain rebranding), defense of Toto's genuine business case
08:10 – 09:30: Market caution, broader industrial impacts, stories of related businesses (e.g., gas tank suppliers benefiting from data center builds)
09:30 – 10:05: Reflections on cyclical risk and the broadening AI supply chain

Closing Thoughts

Jayden concludes by emphasizing the remarkable transformation occurring in the AI infrastructure chain, where even toilet manufacturers are now essential players in the AI hardware world. He points out that while risks exist, the current boom offers surprising and substantial opportunities for legacy companies willing to pivot.

This episode is a compelling case study on how AI's ripple effects extend far beyond traditional tech giants, creating new winners in the most unexpected places of the supply chain.

Transcript

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Welcome to the podcast. I'm your host, Jayden Schaefer. Today on the show, I want to talk about, I think a really interesting story that basically nobody is covering. And that is how there's a toilet company, Toto, out of Japan, and it is quietly becoming one of the most undervalued and overlooked AI memory companies or beneficiaries out there. This is really interesting. We see AI basically coming into every industry and manufacturing stream for AI and AI parts. We need a lot of help on that front and some of it is coming from the most unlikely of sources like this Japanese toilet company. So I want to, I want to break down the story and show you what's going on with Toto, why their stock has rallied 40% on some of this news. Before we get into all of that, I wanted to mention if you want to try all of the AI models I talk about on the show and if you're not a developer and you'd like to build AI tools really quickly, we have a new Vibe builder design over on my startup AI Box A where you describe any tool or workflow you'd like to create and it builds it for you. In addition, you get access to over 40 of the top AI models all in one place for 8.99amonth. OpenAI 11 Labs, Google, Gemini, Grok, tons of image and audio generators. Go check it out. It's all on AI box AI for 8.99amonth. All right, I want to talk about what's going on In Japan right now, this is, you know, Toto is famously a company. They have like these toilets with like heated seats and this like the sprayer that sprays you and washes you and you. And like, you know, there's like all this crazy. Everyone's heard the, the legendary fables of Japanese toilets. And Toto also is a brand that is in America. You've seen it in lots of airports as well. As far as just a toilet company now, in order to make these toilets, they obviously have to do a lot of work in manufacturing, in ceramic. And there's a new report that just came out of the Financial Times that says a UK activist investor, Pallister Capital, has taken a stake in this company. They sent a letter to the board and they argued that Toto's advanced ceramic division is dramatically under undervalued. They said that the company, which of course is just known for toilets sitting in the middle, is basically right now sitting in the middle of AI infrastructure and semiconductors supply chain story and that it should be playing a bigger role. Palace here goes so far as to call Toto, quote the most undervalued and overlooked AI memory beneficiary. I think that is definitely activist framing. This is not kind of a neutral analysis, but it's rooted in something really real, right? There is a surge in AI spending right now and it has tightened memory markets and it's really intensified demand for semiconductor manufacturing, manufacturing tools. And Toto is I guess apparently in this whole ecosystem. So for decades Toto has been producing highly specialized ceramic components which are used in chip fabrication. These aren't, you know, in bathrooms, of course, but they're precision engineered parts. And they hold silicone wafers in place during delicate processes like etching and deposition. And so they have to be able to go up to really extreme heats. They have to do a lot of thermal stress and they have to also prevent contamination. They're also supposed to maintain like exact tolerances and totals. Lineup includes, you know, like air bearings, they do bonding capillaries and a lot of other things. I think there's some structural components for high precision semiconductor equipment that they work on. And right now investors are starting to actually realize this. Of course we have this activist investor that's going off on it. But I think this isn't just like a side project for Toto. There's some recent reporting that suggests that advanced ceramic business for Toto accounts for about 40% of their operating profit. And I think even as the brand, right, this is known globally with toilets. That's what everyone would associate Toto with. But their AI data centers are starting to like, the data centers that they're supplying are starting to have a massive outsized demand for memory. There's a tightening supply chain which is pushing up wafer fab utilization. And I think because of that dynamic, this is feeding directly into demand for the equipment and components that are required to manufacture those chips. So Toto's been already like working on this. They've already been kind of making those chips. It was sort of a side thing. And all of a sudden this is becoming a major part of their business. I mean, 40% of their operating profit. And nobody's talking about it until, of course, this activist investor takes a big stake. Start charts, you know, very vocally discussing this. And now, of course, their stock price has been going up. So Palstir is basically urging management of the company. Like, look, guys, you have to communicate the value of this segment better. You need to sharpen capital allocation and you have to deploy your. Approximately they have about 76 billion in net cash or when that's in Japanese won, of course. But he's saying, look, you guys have to deploy this more aggressively, potentially expand the ceramics capability ahead of rivals. And I think there's a bunch of different analysts that firms. Goldman Sachs is one of them. And they've highlighted that earnings leverage tied to those specific components, in part, you know, on expectations of a NAND recovery. You know, this is super critical. And the market obviously has responded. Toto shares are up about 40% year to date. I think this is a lot of this is. Is rising because of the analyst upgrades and of course, the activist pressure. Investors, I think, are not just trying to chase, you know, kind of like a novelty AI narrative which is attached to a toilet brand. I think this is probably what a lot of people would accuse them of or would say, like, look, you gu are just trying to, like, you found one little inn in AI industry, and because it's booming, you're a toilet company. You're trying to just kind of bump your stock up. It reminds me of, you know, during a lot of the crypto days, there's like a lemonade company that just changed its name to Blockchain Lemon or something like that so that it could, you know, then there's. I don't. I have no idea why they just literally just put the name Blockchain and their company name, and all of a sudden their stock bumped up. It was about to get delisted for lack of like trading shares and stuff. And that saved them for a couple months and then I think eventually they, they got pulled off of the, off the stock market for lack of volume or something like that. But anyways it doesn't feel like a desperate ploy like that. I mean this is 40% of their operating revenue and this is a, you know, they have a massive opportunity here. So I think there's legitimately an opportunity. Toto may turn into an AI ceramics supplier for, for these wafers and all of, all of that. I think there's some people that are trying to be cautious with this specifically because when Pallister, the kind of activist in all of this, he was, he's putting a pitch in for the company and he was saying like look, you guys have a, this is like his quote was that there durable five year technological moat. Some are saying this isn't quite accurate. Now what I will say is that electrostatic chucks and also a lot of the other kind of related ceramic parts, those are super essential for advanced etch processes. And so I think whether that translates into kind of this growth, this like sustained growth and this kind of breakout is going to depend a lot on the fab expansion plans. Major memory manufacturers have been really careful about committing to large capacity increases. They're really kind of worried about oversupply if there was a bubble or if things shifted if AI demand cools. One thing I will say though is that Toto moving from kind of being this famous toilet brand to perhaps a semiconductor material supplier is just showing how much in kind of the overall industry, how much of a shift we're seeing and how AI is definitely changing supply chains. I think the people that are winning is not just Nvidia or amd. They include a lot of, you know, material sciences firms, a lot of niche component makers. There's a lot of kind of this embedded deep tech that's inside of chip production that is seeing just huge booms and is you know, being incredibly successful and, and prospering a lot. I mean even to the point where like I have a neighbor where I live in North Carolina who works for an organization who's absolutely exploding right now. They've just famously done gas tanks for industrial, you know, buildings. So if you have like a backup generator, you have an industrial gas tank that can power that for power outages and things like that. And their business is exploding right now because all of these new data centers need industrial gas tanks for if you know, power ever goes out and, and they need like a backup power supply. So there's all of these kind of like run on industries and businesses that are benefiting from the AI boom that I think we don't talk about enough right now. I think all over Japan there's a lot of other legacy manufacturers. I think there's a Genomoto who is doing chip substrate materials. There's like cosmetic companies that are supplying wafer cleaning agents. I think there's companies that are being assessed through all of these different, you know, like basically all these companies that did something different. And now that it's like, well, we need a lot of new supplies for what's happening in AI and they're looking outside of maybe the typical AI data center chip providers and they're going to, you know, they're going to some of these like cosmetic companies and other places, toilet companies, places you wouldn't expect. I think there's a lot of opportunity right now, but I think this is also probably a little bit of a cyclical risk that comes with really wrapping all of your business into the next wave of tech capital spending. Because this is obviously going to go crazy and a lot of money is going to go in this way. But Toto, potentially, you know, if there was an AI bubble today and all of the, all, you know, everything got wiped out, I mean 40% of the operating profits of Toto are coming from, coming from this right now, making these, making these ceramic bits. So I think at the end of the day these companies don't want to tie themselves too heavily. But also there's massive spending, massive demand and I think they can all make a lot of money by making sure they get into the industry. So it's a really fascinating time to watch as toilet companies are becoming a really important part in the semiconductor supply chain. Thank you so much for tuning into the podcast today. If you enjoyed the episode, it would really help the show a ton, an enormous amount if you could leave a rating or review. Basically it just helps the show get shown to more amazing people like yourself and it helps grow it in the algorithm. So if you could leave a rating and review, it would really help out a ton. Thanks so much for tuning in. I'll catch you in the next episode.