Something quietly shifted last week when a major stablecoin issuer decided to put serious money behind a company most people outside fintech circles have never heard of. The idea that software agents might one day open accounts, pay suppliers, and settle invoices without a human clicking “approve” every time suddenly feels a lot less distant. I’ve been watching this space for a while, and the latest funding round for Mural feels like one of those moments where the conversation moves from theory into actual infrastructure.
Why This Funding Round Matters Right Now
Tether has led a $15 million Series A for the New York-based company, bringing its total capital raised to $28 million. Existing backers and North Island Ventures also joined. On paper it looks like another solid fintech raise. Look closer and the story becomes more interesting. Mural is not simply building another payment processor. It is trying to create the banking, compliance, and permission layers that let businesses hand limited financial authority to autonomous software.
That distinction matters. Plenty of startups talk about AI agents. Far fewer are solving the unglamorous problem of how those agents actually move money without breaking banking rules or creating runaway spending risks. In my view, this is the part of the AI economy that has been missing the most concrete progress.
From Palantir Engineers to Payment Rails
The company was founded in 2022 by two former Palantir engineers, Sinclair Toffa and Chris Fernandes. Their background shows in the product. They spent years helping large organizations connect messy software systems. Now they apply the same mindset to money movement. Mural’s platform lets businesses open accounts that can hold dollars, local currencies, and stablecoins without forcing the company to build separate stacks for each rail.
Customers already include a major global payroll provider, a well-known browser company, and several financial platforms. Since launching its API in 2025 the firm says it has processed $2.1 billion in payments across 128 countries. Volume in 2026 is running nearly six times higher than the full previous year. Those are not vanity metrics. They suggest real demand for infrastructure that sits between traditional banking and on-chain settlement.
Perhaps the most practical feature is the control layer. Companies can set spending limits, whitelist counterparties, and require extra approval once a transaction crosses a certain threshold. When an AI agent is authorized to pay invoices or purchase computing resources, those guardrails become essential. Without them, the idea of letting software move money starts to feel reckless rather than efficient.
What the Leadership Is Saying
Toffa put the ambition bluntly in the company’s announcement. He talked about an economy that will soon gain billions of new participants, none of them human. That line has been repeated a lot this week, and for good reason. It captures both the scale of the opportunity and the cultural leap required. Most financial systems were designed around people who can sign documents, answer phone calls, and explain their intent. Software agents do not do any of those things in the traditional sense.
The economy is about to gain 10 billion new participants, and none of them are human.
– Mural CEO Sinclair Toffa
Tether’s chief executive offered a complementary view. He pointed to Mural’s existing work connecting enterprise software to stablecoin rails and compliance systems as the main reason for the investment. As agents begin moving value, the link back to banks, payment networks, and regulatory frameworks becomes critical. You cannot simply invent a parallel financial world and expect the rest of the economy to follow.
How the Money Will Be Used
The fresh capital is earmarked for two clear priorities. First, international expansion. Second, deeper development of the banking, payment, and compliance services that software agents will need. Mural is not a bank itself. Its payment services run through a FinCEN-registered money services business and federally chartered banking partners where required. That structure lets the company stay focused on software while still meeting regulatory expectations in multiple markets.
Engineers work directly with customers to map local payment conditions. One payments executive at a large payroll firm publicly credited the team for understanding the practical realities of operating in places like Colombia. That kind of ground-level knowledge is hard to fake and even harder to scale. It also explains why the company has been able to process meaningful volume so quickly.
Tether’s Broader AI Strategy
This is not an isolated bet. In the same period Tether has backed other companies working on AI-related infrastructure. One focuses on giving agents access to paid software, data, and computing resources. Another is building specialized processors and systems for AI workloads. The pattern is clear. The stablecoin issuer is placing capital across different layers of the emerging agent economy: the hardware that runs models, the services those models consume, and the payment rails that let them settle value.
I’ve found that the most interesting investments often sit at the intersection of two mature industries. Stablecoins already move significant volume every day. AI agents are starting to demonstrate real commercial utility. The missing piece has been reliable, controllable ways for the second group to use the first. Mural is trying to supply exactly that missing piece.
The Practical Challenges Ahead
None of this is simple. Letting software initiate payments raises hard questions about liability, audit trails, and fraud prevention. If an agent exceeds its authority or falls victim to a prompt injection attack, who is responsible? The business that deployed it? The infrastructure provider? The bank sitting underneath? These issues will not be solved by clever marketing. They require careful product design and ongoing dialogue with regulators.
Mural’s approach of embedding spending limits, approved counterparties, and escalation rules is a sensible starting point. It treats the agent less like a fully autonomous actor and more like a junior employee with a tightly controlled corporate card. That framing feels realistic. Most companies are not ready to hand unrestricted financial power to any system, no matter how sophisticated the model behind it.
Another challenge sits on the compliance side. Moving money across borders already involves complex rules around identity, sanctions, and reporting. Adding non-human actors into the mix forces everyone to rethink what “know your customer” actually means. The company appears to be treating this as a core product problem rather than an afterthought, which is encouraging.
What Success Could Look Like
Imagine a mid-sized software firm that deploys agents to manage cloud spending, vendor invoices, and international contractor payments. Instead of a human finance team reviewing every line item, the agents operate within predefined budgets and counterparty lists. Large or unusual transactions still escalate for review. The finance team focuses on exceptions and strategy rather than routine processing. That is the near-term vision many of these infrastructure companies are selling, and it feels achievable within a few years.
Longer term the implications grow larger. Agents could negotiate short-term liquidity, rebalance portfolios within risk parameters, or even participate in certain marketplaces on behalf of their owners. Each of those use cases still requires the same foundational pieces: reliable identity, clear authorization, multi-rail settlement, and clean audit records. The companies that supply those pieces stand to become quiet but critical utilities.
- Spending limits that travel with the agent across different payment methods
- Real-time visibility into every transaction for the controlling business
- Native support for both traditional bank rails and stablecoin settlement
- Compliance tooling that works across multiple jurisdictions
- APIs simple enough for product teams to integrate without a dedicated banking specialist
Those capabilities sound straightforward until you try to build them at global scale. The fact that Mural has already moved more than two billion dollars suggests the technical foundation is more mature than many outsiders realize.
A Quiet Rebrand and Continued Focus
Interestingly, the company recently shortened its name from Mural Pay to simply Mural. The leadership emphasized that licenses, team, and compliance arrangements remain unchanged. The move feels like a signal that the ambition has expanded beyond pure payments into broader financial infrastructure for software participants. Names matter less than execution, of course, but the shift is consistent with the story the latest funding round is telling.
Valuation details for the Series A have not been disclosed. Earlier the company raised a $5 million seed round in 2022 and followed it with additional capital from existing investors. The new money arrives at a moment when interest in agent-related infrastructure is rising across both crypto and traditional venture circles.
Why the Timing Feels Right
AI models have become capable enough that businesses are starting to trust them with more than content generation and customer support scripts. At the same time, stablecoin volume continues to grow and more banks are exploring digital asset services. The two trends are beginning to overlap. Payment infrastructure that can speak both languages sits in a powerful position.
I’ve noticed that the most durable fintech companies often emerge when an existing system starts to feel inadequate for a new class of users. Online banking arrived when consumers wanted more control. Mobile payments scaled when smartphones became ubiquitous. Agent-native finance may follow a similar pattern once enough software systems need to transact on their own.
Of course, plenty of promising ideas never reach critical mass. Regulatory friction, security incidents, or simply slower-than-expected adoption of autonomous agents could all slow progress. Still, the combination of a credible founding team, early volume traction, and a strategic lead investor gives this particular effort a stronger starting position than most.
Looking at the Bigger Picture
Step back and the story is larger than one funding round. We are watching the early construction of financial plumbing designed for a world where software routinely acts as an economic participant. That world will still need humans setting policy, reviewing exceptions, and bearing ultimate responsibility. But the day-to-day movement of value may look very different from the click-and-approve workflows most companies use today.
Tether’s decision to lead this round, alongside its other recent investments in related technologies, suggests the stablecoin issuer sees agent activity as a meaningful future source of demand for digital dollars. Whether that demand materializes at the scale some predict remains an open question. What is no longer open to debate is that serious capital is now flowing toward the infrastructure required to support it.
For businesses already experimenting with agents, the practical takeaway is straightforward. The tools needed to give those agents controlled access to real money are starting to exist in commercial form. The companies that treat authorization, compliance, and multi-rail settlement as first-class product problems rather than side projects are the ones most likely to earn lasting trust.
In the end, the most interesting part of this story may not be the $15 million itself. It is the quiet acknowledgment that the next wave of financial users will not all be human, and that someone needs to build the systems those users will rely on. Mural is one of the teams attempting to do exactly that. The coming years will show whether the vision matches the reality of how money actually moves.
For now the capital is in place, the early volume is real, and the problem being solved feels increasingly urgent. That combination rarely guarantees success, but it does make the effort worth watching closely.
Key Numbers at a Glance
| Metric | Figure |
| Series A amount | $15 million |
| Total capital raised | $28 million |
| Payments processed | $2.1 billion |
| Countries reached | 128 |
| 2026 volume growth | Nearly 6x 2025 |
| Founded | 2022 |
These figures provide a useful snapshot, yet the real story sits in the product decisions and the regulatory posture the company continues to refine. Funding announcements come and go. Building durable financial infrastructure that works for both humans and software is a longer game.
As more organizations begin testing agents in production environments, the demand for reliable payment controls will only increase. The teams that can deliver those controls across traditional and digital rails without forcing customers into fragile workarounds will likely find themselves in a strong position. Mural has used this latest capital injection to signal that it intends to be one of those teams. Whether it ultimately succeeds will depend on execution over the next several product cycles, but the starting conditions look more favorable than most.
One final observation. The conversation around AI agents has spent a lot of time on model capabilities and far less on the unsexy systems that let those models interact with the existing economy. Payment infrastructure belongs firmly in the second category. By putting meaningful capital behind a company focused on that layer, Tether is effectively voting that the boring parts of the stack may turn out to be the most important ones. I tend to agree.
