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  3. 🧾 Wise Eats the Tax Bill. Shopify Hands Grok the Keys. SoFi Takes Crypto Shopping in Mexico.
Fintech Stacks

9 Oct 2026 · 20m · 12 chapters

Episode artwork

🧾 Wise Eats the Tax Bill. Shopify Hands Grok the Keys. SoFi Takes Crypto Shopping in Mexico.

In short

How failures and outsourcing in the “fintech stack” create risk and power shifts—vendor risk (Wise tax errors), agent risk (Shopify merchants using third-party AI like Grok), and stablecoin payment rails (SoFi/Orbit/ MasterCard in Mexico).

Guests

None mentioned; the transcript shows two hosts (Katie Robbert and Marc Thiessen) discussing a FinTechStacks newsletter source.

Key claims

Wise’s Wise Asset used a third-party API; the vendor’s UK tax logic was wrong for ~4,000 UK customers for 4 years (2021–2025), leading to HMRC settlement and refunds for overpayers. Shopify merchants use ChatGPT (83%) and can connect GrokBot to stores via integration platforms (Composio/Albatto), bypassing Shopify’s Sidekick. Stablecoins now drive real purchases in LatAm (Bitso: 40% stablecoins vs 18% Bitcoin); SoFi’s BIN sponsorship enables Orbit’s crypto-linked MasterCard to convert stablecoins to pesos via Mexico’s domestic switch.

Notable examples

HMRC settlement; Wise CEO Christo Carman fined £350k for tax disclosure; Home Alone analogy for AI admin access; taco stand in Mexico City; SoFi USD-powered remittances.

Written by AI. May contain mistakes.

Chapters

0:56

The Importance of Fintech Plumbing

Discover how flawed backend systems can impact fintech and e-commerce.

“We are looking at a really brilliant newsletter source today from FinTechStacks.”
2:05

Wise's Tax Calculation Nightmare

Examine Wise's massive tax error affecting thousands of users due to a vendor mistake.

“They are a massive global money transfer company, right, pulling in billions in revenue.”
4:23

The Fallout of Vendor Liability

Understand the corporate implications of outsourcing accountability in fintech.

“Which is a rough deal for the underpayers.”
6:24

E-Commerce's Shift to AI Agents

Explore how e-commerce merchants are integrating AI to reduce workloads.

“And there is a rather sharp piece of irony highlighted in the source material regarding their CEO, Christo Carman.”
7:18

The Battle for Control in E-Commerce

Analyze how AI integrations could shift power dynamics in online retail.

“But over in the e-commerce world, merchants are taking this a massive step further.”
12:04

The Rise of Stablecoins in Latin America

Investigate the growing adoption of stablecoins for everyday transactions in Mexico.

“So Shopify is fighting this very visible, very loud battle over who gets to be the front door of e-commerce.”
14:00

Exploring the Taco Stand Scenario

Learn how a digital wallet transaction works in real-time at a taco stand.

“Walk us through the taco stand scenario from the source.”
14:37

SoFi's Role in the Payment Ecosystem

Understand how SoFi provides regulatory support for Orbi's crypto card.

“So what does this all mean for SoFi then?”
16:36

The Impact of Stablecoins on Remittances

Discover how stablecoins are changing the remittance landscape between the U.S. and Mexico.

“The remittance corridor between the U.S.”
17:05

Navigating the Digital Economy Stack

Explore the layers and risks within the current digital economy.

“Katie Robbert And SoFi's strategy is brilliant because they avoid all the flashy, loud arguments about Bitcoin being the future of money.”
Show all 12 chapters
18:03

The Ubiquity of Fintech Systems

Reflect on how everyday actions engage with fintech technologies.

“And if you are listening to this, the reality is that you are interacting with this exact stack every single day.”
18:34

The Future of Autonomous Transactions

Ponder the implications of AI and bots in the economy's future.

“This raises an important question, though.”
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Transcript

Automatic transcript. May contain errors.

0:00You know, it is October right now, and if you follow baseball at all, you know this is the month where the margin of error just completely vanishes. Oh, absolutely. It just disappears. Right. Like, we are talking about playoff baseball, where literally one single blown call by an umpire at home plate can just sink an entire season. And suddenly, everybody watching from their couch becomes a world-class umpire. Oh, totally. Everyone is hyper-analyzing every single frame of the replay on their TV, you know, pointing out exactly where the system failed. The stakes are just incredibly high. And, I mean, that illusion of total control, it just shatters the second something goes wrong.

0:38Exactly. We expect these massive, multi-billion dollar systems to operate perfectly. And when they don't, you realize just how fragile the underlying mechanics actually are. And we are doing a deep dive today because it turns out that exact same dynamic is playing out right now, like today, in the digital economy. It really is. We are looking at a really brilliant newsletter source today from FinTechStacks. and it basically lays out how the fintech and e-commerce world just had some massive season-syncing blown calls of their own. Yeah, we are talking about the hidden plumbing of our digital lives here.

1:13Because if you're listening right now and you've, say, ever bought something from an online store or, you know, swiped a debit card or even received a tax document from an investment app, you are relying on this massive stack of invisible technology. It's an incredibly complex stack. And today's source material really highlights what happens when a company decides to basically outsource that plumber. We're going to examine this from a few different angles today. Like we're looking at a global payment company dealing with this brutal four-year math error because of a vendor. Just a nightmare scenario.

1:45Really is. Then we're seeing how online merchants are essentially handing over their store keys to third-party AI agents, which completely bypasses the native systems. Wild stuff. And finally, we'll look at how crypto is just quietly bypassing all the hype to become this invisible payment rail for everyday items, like literally buying tacos in Mexico. OK, let's unpack this, starting with the most direct example of what happens when that back end plumbing just outright fails. Let's do it. We are looking at Wise. They are a massive global money transfer company, right, pulling in billions in revenue.

2:18Huge player. Yeah, and they offer this investment service called Wise Asset. And the source lays out a situation that honestly sounds like a nightmare for the end user. A literal nightmare. Roughly 4 ,000 UK customers of the Wise Asset service just found out they have been receiving the completely wrong tax numbers. And this isn't just like a typo on a single quarterly statement. We are talking about incorrect income and capital gains figures for four straight years. From 2021 all the way through 2025. Which is insane. I mean, anyone who has ever dealt with a tax authority knows that a four-year compounding error on capital gains is the kind of thing that just keeps you awake at night.

2:56Oh, absolutely. But here is the critical part. Wise didn't actually make the math error themselves, did they? No. And what's fascinating here is the actual mechanics of the failure. Like, Wise didn't build the internal tax calculation engine for this service. Right. Instead, they just plugged into a third-party vendor's API. Okay. Let's break that down for a second for anyone listening. Because an API is essentially just a digital waiter, right? That's a great way to put it, yeah. So WISE's system takes the raw data, you know, the user's trades and their balances, and hands it to this digital waiter, who literally runs it over to the third-party vendor's software.

3:33Exactly. And then that vendor crunches the super complex UK tax logic, and the waiter brings the final numbers back to WISE to slap on the customer's PDF statement. That is a perfect analogy. The data transport, the waiter, worked flawlessly. But the kitchen caught on fire? Exactly. The problem was the kitchen. The third-party vendor's logic was totally flawed. Wow. Now, to Wise's credit, their own internal quality controls eventually did flag the bad math. They caught the discrepancy. Okay, so they caught it. What happens now? Well, they are currently negotiating a bulk settlement with HMRC, which is the UK's tax authority, to cover any shortfalls.

4:13And they've also promised to compensate any user who actually overpaid based on those bad statements. Yeah, the author of our source material had a pretty funny line about that. They called it Oprah's You Get a Refund, Except Only the Overpayers Get One. Which is a rough deal for the underpayers. Right. But I have to push back a little here on the business strategy because Wise is a titan in the fintech space. We are talking about a company that reported a fiscal 2026 net revenue of$2.5 billion. They are massive. They have armies of lawyers. If I am the CEO of Wise and my stock just dipped 2.6 % on this news, I am immediately issuing a press release naming the vendor.

4:55I'm blaming the vendor and throwing them completely under the bus to save my own PR. Why on earth aren't they doing that? Well, because of the ultimate golden rule of financial plumbing, which the source heavily emphasizes. You can outsource the code, but you cannot outsource the liability. Man, that feels incredibly harsh for the company buying the software. It might feel harsh, but it is the absolute reality of the regulatory environment. Think about it. When a consumer signs up for Wise Asset, they are signing a contract with Wise. Right. They trust the logo on the app. Exactly. They are trusting the Wise brand.

5:33They have zero relationship with whichever nameless underlying software vendor is crunching those numbers. That makes sense. It's a massive business. You decide to use third-party plumbing because it saves you years of development time and millions in engineering costs. You get that speed to market. Right. You don't have to reinvent the wheel. But the tradeoff is that ultimate responsibility for regulatory compliance, and honestly more importantly, customer trust, rests entirely on your shoulders. The UK tax authority does not care about Wise's vendor. They care about Wise. Exactly. And it makes sense when you put it like that.

6:10It's like if you eat at a fancy restaurant and get food poisoning, you sue the restaurant. You don't try to track down the farm that sold them the bad lettuce. No, because the restaurant chose the supplier. Exactly that. Wise is the one facing the music here. And there is a rather sharp piece of irony highlighted in the source material regarding their CEO, Christo Carman. This was wild to read. Yeah. Back in 2024, he was personally fined at 350 ,000 pounds by the Financial Conduct Authority. And guess what for? for failing to disclose his own personal tax issues. The irony is just off the charts.

6:46Right? So the CEO gets penalized for his own tax disclosures and now his multi-billion dollar company is dealing with a four-year tax calculation blunder for thousands of users. It really is just a textbook illustration of vendor risk. When you let someone else build the pipes in your house, a leak in their system floods your basement. And you are the one who has to pay the restoration company. Exactly. Which provides a pretty perfect transition to our second story because Wise outsourced their back-end code to save time and hit a massive snag. But over in the e-commerce world, merchants are taking this a massive step further.

7:23Oh, they are. They aren't just outsourcing the code. They are actively trying to outsource their own jobs to AI. Yeah, we are moving from vendor risk to what the industry is now calling agent risk. This is where the plumbing gets proactive. We're shifting focus to Shopify here. And Shopify is the engine behind, I mean, millions of the online stores you and I buy from every single day. And the source pulls this wild statistic from Shopify's own internal surveying. Get this. 83 % of their merchants already use ChatGPT in some capacity. 83%. I mean, that adoption rate tells us that merchants are desperate for scale.

8:00Because running an online store is exhausting. It really is. You are managing inventory, writing hundreds of product descriptions, handling angry customer service emails, adjusting pricing. Merchants want a tireless employee who can do all of that simultaneously. And where there is massive demand for automation, Elon Musk usually shows up. He certainly does. Musk just announced that XAI's GrokBot can now connect directly to Shopify stores. The reporting suggests a user just has to type at bot to add this connector and suddenly Grok is on the payroll. It becomes a fully autonomous store manager.

8:34Right. Processing orders, tracking inventory, deciding on discounts. It is essentially acting as the brain of the entire business. But here's where it gets really interesting, though. I was looking through the source, and you would naturally assume this is some massive, highly publicized partnership between XAI and Shopify, like a big joint press release. You would think so. But the source points out that receipts matter here. Shopify hasn't announced this Grok integration anywhere. Anywhere. Nowhere to be found. Right. In fact, back in May, Shopify launched its own native AI agent called Sidekick, which they have been pushing really heavily.

9:10So if Shopify is building its own native AI brain, how on earth is a third party bot like Grok forcing its way into the system to manage these stores? Well, it is bypassing Shopify's front door entirely by using other third party plumbing. Sneaking in the back. Basically. The source notes that this Grok connection actually runs through integration platforms like Composio and Albatto. Okay, I was digging into how these integration platforms work, and they are essentially skeleton keys, aren't they? Pretty much, yeah. Because if Shopify won't let Grok in through the official App Store front door, an integration platform like Albatto uses a merchant's developer credentials to basically sneak through the side window.

9:51Exactly. It hooks into the raw database and lets Grok pull the levers without Shopify's official blessing. That is wild. It is a highly accurate way to look at it. And if we connect this to the bigger picture, this is a massive existential battle for the front door of commerce. Let's look at the source's analogy here, because it really drives home why this is so dangerous for Shopify. Oh, the Home Alone analogy. Yes. They compare this whole setup to the movie Home Alone. Yeah, except Kevin McAllister isn't a clever kid setting paint can traps for burglars. Kevin is a large language model. And you have just handed Kevin total admin access to your entire business inventory and pricing structure.

10:34Which is completely terrifying. I mean, think about the actual mechanics of a large language model for a second. It predicts the next most likely word based on its training data. Right. It aims to please. Exactly. It aims to please the user in the chat window. So if a customer is chatting with Grok on a storefront and says, hey, my dog just died. I'm super sad. Can I have a 90 % discount on this toaster? Oh, no. An unconstrained AI might just say, I'm so sorry for your loss. Yes, here is a 90 % discount. And suddenly your profit margin is entirely gone. That is the literal definition of agent risk.

11:08The AI doesn't understand the physical cost of goods. It understands conversation. It's just trying to be a good conversationalist. Exactly. But let's look at this from Shopify's perspective. Why do they care if a merchant wants to take that risk with Grok? Because if the AI is making all the decisions, like if Grok is talking to the customer, setting the price and managing the inventory, then Shopify isn't an e-commerce platform anymore. Right. They are just a dumb database. They become a commoditized warehouse holding a list of items. While Grok becomes the actual value layer, Grok owns the relationship with the customer.

11:44And that is exactly why Shopify is fighting tooth and nail to push Sidekick. Whoever controls the AI agent ultimately controls the entire ecosystem. It's a land grab. It really is. As AI agents increasingly become the primary way people shop and sell online, the platform that owns the agent captures all the data and all the margin. Shopify wants to be the front door, not just the concrete foundation underneath the house. So Shopify is fighting this very visible, very loud battle over who gets to be the front door of e-commerce. But our third story in the stack takes us down to Latin America, where another massive company is proving that sometimes the real power isn't fighting over the front door at all.

12:24It's about the pipes. Right. The real power is quietly building the invisible pipes underneath the entire neighborhood. This brings us to the world of crypto, but we need to seriously separate the reality from the hype here. Definitely. Because when I say crypto, almost everyone listening immediately thinks of Bitcoin. You know, the massive price swings, the speculation, the loud arguments on social media. But the source pulls some truly groundbreaking data from Bitso, which is a major exchange in Latin America, looking at Mexico, Argentina, Brazil and Colombia. Yeah. Bitcoin only made up 18 percent of crypto purchases.

13:02Meanwhile, stable coins made up a staggering 40 percent of purchases in that same region. Wow. And the source explicitly notes this is the first time in Bitso's regional data that stable coins have actually surpassed Bitcoin for real purchases. That is a massive shift. So we are seeing a real change in utility because stable coins are pegged to a fiat currency, usually the U.S. dollar, right? Right. They offer predictability. People in these regions, many of whom deal with local currency inflation, they aren't looking to gamble on wild Bitcoin price swings just to buy groceries. No, they want a stable store of value that functions as a reliable medium of exchange.

13:41Which brings us to SoFi. Specifically, their technology arm, SoFi Tech Solutions, which used to be known as Galileo. They have teamed up with a Mexican fintech company called Orbit and with MasterCard to launch a crypto linked card. And this is where the mechanics of that invisible plumbing just absolutely blow my mind. Walk us through the taco stand scenario from the source. Like, how does this actually play out in the physical world? Okay, so imagine an Orbi customer has a digital wallet full of stablecoins. Okay. They walk up to a taco stand in Mexico City that accepts MasterCard. They order their food and swipe their Orbi card.

14:16But the merchant selling the tacos does not want crypto. They probably don't even know what a stablecoin is. Exactly. They want Mexican pesos to pay their suppliers. And the second that card is swiped, the underlying payment reels instantly sell the exact fraction of the stablecoin needed. So it's real-time. Real-time. It converts it into pesos and hands the fiat currency to the merchant. The customer spent digital dollars, the merchant received local pesos, and literally neither of them had to think about blockchains or exchange rates. That is seamless. So what does this all mean for SoFi then?

14:48Why are they involved if Orbi is the one issuing the card to the customer? Because SoFi is providing the bin sponsorship. Okay, I was looking into how this works, and essentially, connecting to the MasterCard network and dealing with all those international banking regulations is incredibly difficult and super expensive. It's a massive barrier to entry. Right. So a bank identification number, or BIN, is the first few digits on a credit card that tell the system who the issuing institution is. SoFi has all the heavy regulatory licenses to issue these cards. Yes. So they basically rent that access out to a smaller company like Orbi.

15:24SoFi is essentially saying, hey, you find the customers. We'll provide the regulatory pipes and the technical connection. That is spot on. SoFi is selling the pipes behind the card. And what makes this specific partnership so significant is how deep those pipes actually go. Tell me more. This connection hooks right into Mexico's domestic switch. And a domestic switch is the literal routing heartbeat of a country's banking system, right? Like it's the central hub that takes a swipe at a terminal, routes it to the right bank, checks the balance, and approves the local currency. Yes. By hooking directly into that switch, this card works for everyday purchases and ATM withdrawals across the entire country.

16:01That's huge. It is. Injecting a crypto stablecoin into a national domestic switch without the end merchant ever noticing the complexity is a massive technical feat. And this isn't some small side project. SoFi's tech solutions arm serves nearly 200 clients and manages roughly 135 million accounts. 135 million accounts. The scale of that is just incredible. And the source mentions they are treating this card as a foundation for, quote, SoFi USD powered remittances. Which is the real endgame here. Definitely. The remittance corridor between the U.S. and Mexico is one of the largest in the entire world.

16:40People working in the U.S. sending money home to their families. And traditionally, that involves really high fees and waiting days for wire transfers to clear. Exactly. But if you can send a stablecoin instantly for fractions of a penny, and then the family in Mexico can just swipe a MasterCard to buy groceries, I mean, that completely rewrites the global financial system. It permanently bridges the gap between digital assets and the physical economy. The crypto literally learns to swipe. Katie Robbert And SoFi's strategy is brilliant because they avoid all the flashy, loud arguments about Bitcoin being the future of money.

17:15They just quietly build the invisible toll road that everybody has to use. Marc Thiessen It all comes back to the stack. Katie Robbert It really does. This deep dive has honestly taken us on a journey through the different layers of our digital economy today. Marc Thiessen We covered a lot of ground. Katie Robbert We did. We started with vendor risk. You know, why is learning the hard way that you can outsource your code to an API. But when the tax math goes wrong for four straight years, you cannot outsource the liability. No, you can't. Then we looked at agent risk. Shopify, realizing that if merchants use integration platforms to hand the store keys to third-party AI bots, Shopify itself just becomes a commoditized dumb database.

17:53Very expensive warehouse. Exactly. And finally, the stablecoin rails. SoFi quietly building the pipes to let digital dollars settle everyday fiat purchases. And if you are listening to this, the reality is that you are interacting with this exact stack every single day. Definitely. I actually love the little disclaimer the author of our source material threw in at the very end. They said, assume I at least own a fintech hoodie and a bunch of debit cards. It's a great reminder. It is. It's a great reminder that this tech is absolutely ubiquitous. You don't have to be a tech CEO to be reliant on this plumbing.

18:28If you bought a coffee this morning or, you know, browsed an online sale, you touched these systems. This raises an important question, though. I thought I'd actually like to leave you with them all over. OK, let's hear it. We've seen how eager merchants are to hand the keys over to AI and how seamlessly stable coins are integrating into background payment rails. Right. Well, if AI bots eventually take over managing all store inventory, dynamically negotiating prices in real time. And if those payment rails become completely frictionless and invisible to both the consumer and the merchant, who is actually participating in the economy anymore?

19:07Wow. Are we rapidly moving toward a future internet where autonomous bots just sell products to other autonomous bots, instantly settling the transactions using invisible digital money? That's, I mean, that's wild. And if the machines are handling the buying, the selling, and the currency conversion, where does the human actually fit into the plumbing? That is an incredibly wild thought to leave on. Just a completely automated, invisible economy happening right beneath our feet. Well, on that note, we are going to wrap up this deep dive. Thank you for joining us as we explored the hidden depths of the fintech stack.

19:45Keep questioning the digital systems around you, and we will catch you next time.

From the publisher

Wise just told about 4,000 customers it handed them the wrong tax numbers for four years, and now it’s picking up the bill. We also dig into Musk’s claim that Grok can run your Shopify store and SoFi’s new crypto card for Mexico. Three stories, one theme: who holds the keys, and who pays when things break.


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