FRAUDFORWARD
#101

Fraud as Infrastructure

14 min
Apple Podcasts
Apple Podcasts
YouTube
YouTube
Spotify
Spotify

What’s up, fraud fighters, and welcome back to Fraud Forward!

I want to take a moment and talk about something bigger than one scam trend, one crypto headline, or one fraud typology. We are talking about fraud as infrastructure.

Because what we are seeing right now is not isolated activity. Organized fraud networks are operating like coordinated systems, connecting pig butchering scams, social engineering scams, mule accounts, crypto money laundering, fraud and AML gaps, and national security and financial crime concerns.

And y’all, this matters because behind every case is a real person. Someone’s retirement. Someone’s trust. Someone’s financial stability. Someone who was manipulated by a criminal network long before the money ever moved.

What you’ll hear in this episode:

  • Why fraud as infrastructure changes how we need to think about financial crime
  • How organized fraud networks are using scam infrastructure, mule accounts, and crypto money laundering
  • Why pig butchering scams and social engineering scams are not simple one-off cases
  • Where financial institutions are making progress in fraud prevention and scam prevention
  • Why fraud investigations need stronger collaboration across fraud, AML, cybercrime, and law enforcement
  • How public-private partnerships can help close the gaps criminals are exploiting
  • What fraud fighters can take back to their teams as organized fraud becomes more connected

Who should listen:

  • Financial institution leaders and fraud professionals
  • Risk, compliance, fraud and AML, and cybersecurity teams
  • BSA officers and fraud investigators
  • Regulators and policy advisors
  • Public-private partnership leaders
  • Victim support and advocacy professionals
  • Anyone trying to understand how organized fraud impacts real people

Fraud does not live in silos, and neither should our solutions.

Episode notes:

Fraud as infrastructure means organized fraud networks are becoming more connected, industrialized, adaptive, and global.

We are seeing financial crime infrastructure that spans scam compounds, pig butchering scams, mule accounts, crypto money laundering, social engineering scams, and cross-border laundering networks.

Let me just assure you, this is not random fraud activity. This is coordinated crime.

There is progress.

Public hearings, fraud investigations, blockchain intelligence, fraud reporting conversations, and public-private partnerships are helping bring visibility to organized fraud and financial institution fraud.

That matters. Awareness matters. Intelligence sharing matters. Collaboration matters.

Awareness alone is not enough.

Victims are often reporting the same crime across fragmented systems, while criminals are operating like coordinated businesses.

Financial institutions usually see the final stage of the scam, not the first. By the time the money movement happens, the grooming, coercion, isolation, and psychological manipulation may already be months deep.

Scam prevention cannot depend only on alerts, branch scripts, or one team trying to solve a global organized crime problem alone.

Victims are not simply “falling for something.”

They are being manipulated by organized fraud networks using scripts, emotional pressure, trust-building, and social engineering scams designed to break down their defenses over time.

I’m so sorry this happened to you. It’s not your fault.

That should be the foundation of how we respond.

Empathy is not optional.

Fraud fighters are being asked to balance customer autonomy, fraud prevention, fraud risk management, reimbursement pressure, elder abuse concerns, operational limitations, and regulatory expectations.

That is a lot.

If we are going to talk about national security and financial crime, crypto money laundering, mule accounts, and organized fraud, we also have to talk about responsibility. Not blame. Responsibility.

How do we build systems that protect people earlier? How do we share intelligence faster? How do we help frontline teams create that pause before money leaves?

The path forward is collaboration.

We need stronger fraud and AML alignment, better reporting infrastructure, more connected fraud investigations, stronger public-private partnerships, and more shared intelligence across institutions.

A rising tide lifts all boats. And if organized fraud networks are operating together, then fraud fighters have to fight together too.

Key takeaways:

  • Fraud as infrastructure is changing how we understand modern financial crime.
  • Organized fraud networks are coordinated, adaptive, and global.
  • Pig butchering scams and social engineering scams rely on emotional manipulation long before money moves.
  • Crypto money laundering, mule accounts, and financial crime infrastructure are increasingly connected.
  • Financial institutions often see the final transaction, not the full scam journey.
  • Fraud prevention and scam prevention require stronger fraud and AML collaboration.
  • Public-private partnerships and shared intelligence are essential to disrupting organized fraud.

This episode is about looking at fraud as infrastructure, not as isolated events.

When scams, crypto money laundering, mule accounts, organized fraud networks, and national security and financial crime start overlapping, our response models have to evolve too.

We cannot keep asking fraud fighters to solve coordinated global crime with disconnected tools and siloed workflows. We need collaboration. We need empathy. We need shared intelligence. And we need to protect the people behind every case.

Stay vigilant, stay informed, and keep moving fraud forward.

Episode transcript
Hailey Windham
Hailey Windham
00:00
What’s up, Fraud Fighters? Before we jump into today’s episode, I want to say thank you. Last week, we hit 100 episodes of Fraud Forward with our first live town hall episode. And I’m still processing just how incredible that moment was. You know, it was a live conversation with some of the smartest voices in the industry. We had real dialogue, real questions, real collaboration. You know, two years ago when I launched this podcast, I never could have imagined we’d be here. But you know, what stood out most, at least to me, wasn’t the milestone itself. It was the reminder that this community is growing because fraud fighters genuinely care about protecting people and helping each other get better. So whether you’ve listened since episode one or you just found the show recently, thank you. But, but, but you have been warned, okay? Because we’re just getting started. The conversations we need to have in this industry are getting bigger. The threats are getting more connected. And fraud fighters need spaces where we can talk honestly about what’s happening, what’s actually happening. Which brings me to today’s episode. Instead of focusing on, you know, the one isolated fraud trend, I want to zoom out and talk about something bigger, a pattern, a shift, a reality that I think fraud fighters across banking, fintech, crypto, compliance, investigations, and law enforcement are all feeling right now. And that reality is this: fraud is no longer behaving like isolated crime. It’s behaving like infrastructure. Connected, coordinated, industrialized, adaptive. And honestly, this past week’s news cycle reinforced that in a major way. So today, I want to walk through a few headlines that caught my attention and talk about what they actually mean for fraud fighters on the ground. Because these stories sound separate on the surface, but they’re not. Okay, so last week, the House Select Committee on the Strategic Competition between the United States and China convened a hearing everyone in our industry should watch.
Hailey Windham
Hailey Windham
02:21
The hearing was titled Crime, Corruption, and Power: The Rise of CCP-Linked Scam Networks Targeting Americans. And that discussion, like hearing that discussion happen at that level, that’s a big deal. For years, fraud fighters have been trying to explain that what we’re seeing with pig butchering scams, crypto investment scams, social engineering schemes, and organized laundering networks is not random fraud activity. It is coordinated infrastructure. And if you’ve worked scam cases firsthand, you already know this. They aren’t isolated scammers, you know, sitting in basements somewhere. These are organized ecosystems operating at scale. Training, scripts, compounds, technology, money laundering networks, mule recruitment, psychological manipulation, all operating like an enterprise. And I really appreciated commentary from people like Matt Hogan and Gary Warner, who helped frame why this hearing mattered beyond just the headlines. Because fraud fighters have known for a long time that these networks are adaptive, coordinated, and global. So I do have a little bit of a personal connection here. And I’ll say that this hearing was one that really did hit on that personal level because during my time helping lead the banking team for Operation Shamrock, I sat in victim meetings that I will never forget. You know, people who lost their retirement savings, people manipulated for months, even years, people isolated emotionally before the money ever moved. And I think one of the biggest misconceptions about scams is that people still frame victims as simply falling for something. That framing misses the sophistication entirely. These are coordinated psychological operations. The manipulation starts long before the transaction is even considered. Long before the wire, long before the crypto purchase, long before the member walks into a branch requesting cash. And the scammers are extraordinarily skilled at what they do. That’s what makes this so dangerous. One of the posts I saw afterward came from Erin West, who absolutely crushed it during her testimony. But she said something I absolutely agree with. We are long overdue for a better reporting system in the United States because right now, victims are often reporting the same crime to local police, IC3, their financial institution, maybe the FBI, maybe Homeland Security, maybe the Secret Service, maybe crypto exchanges.
Hailey Windham
Hailey Windham
04:38
And many of those systems still don’t effectively connect in real time. Meanwhile, the scammers operate like a coordinated business. They share infrastructure, they share laundering paths, they share scripts, they share technology, they iterate constantly. But the defenders, we still largely respond through fragmented workflows, and that gap matters. Now, I want to say something directly to banks and credit unions listening. Financial institutions are often seeing the last stage of the scam, not the first. By the time the money movement happens, the grooming already occurred, the trust was already built, the manipulation already happened, the coercion already happened. And this creates one of the hardest tensions in banking right now because institutions are trying to balance customer autonomy, fraud prevention, regulatory expectations, reimbursement pressure, elder abuse concerns, operational realities. And all the while, frontline employees are trying to make those judgment calls in real time against highly manipulated victims. I’ve said it before. It’s like you have 10 minutes, maybe, to convince them that the conversation and the trust that’s been built over the last six months or two years is all fake. Don’t send that wire, please. Here’s why you’re following the patterns of a scam. But meanwhile, they’re like, no, I’ve talked to this person literally every day for the last six months. They wouldn’t do this to me. You’re just my bank. What do you know? You don’t know me the way that this person knows me. So I honestly, I think that sometimes it feels like fraud teams are being asked to solve a global organized crime problem with branch scripts and alert queues. That doesn’t mean institutions shouldn’t improve. They absolutely should, but we also need to acknowledge that the scale is mismatched here. Okay, the second thing, another story that caught my attention this week connects directly to this broader conversation around organized fraud infrastructure. So TRM Labs recently shared testimony from Ari Redbord, who was featured on Fraud Forward as well.
Hailey Windham
Hailey Windham
06:59
But he went before the House Committee on Financial Services, Subcommittee on National Security. And this one mattered far beyond crypto because one of the biggest mistakes people still make is thinking that crypto-enabled crime is somehow separate from traditional fraud. It’s not. Increasingly, crypto is becoming part of the laundering architecture behind scams, sanctions evasion, organized crime, trafficking, and nation-state financial activity. And one thing I appreciate about Ari’s perspective is that he consistently focuses on collaboration instead of fear-mongering, you know, because if we’re honest, financial institutions are exhausted by headlines that basically just scream everything is terrible and good luck. That’s not helpful. But what is helpful is understanding where money moves, how criminal ecosystems operate, where visibility gaps exist, and how public-private partnerships can actually disrupt activity. And that’s really where this testimony focused. You know, if the first hearing exposed the industrialization of scam compounds, this testimony highlighted another reality. Financial crime, cybercrime, national security, and digital assets are no longer separate conversations. They’re converging. And fraud teams are increasingly sitting right in the middle of that convergence, whether they realize it or not. Because the same scam that starts with social engineering may end in stablecoins, layered wallets, OTC brokers, mule accounts, international laundering networks, and cash-out infrastructure spanning multiple jurisdictions. And one thing Ari has discussed publicly before that always sticks with me is this idea that blockchain can actually provide visibility traditional financial systems sometimes cannot, you know? Now, that does not mean crypto is always safe, right? And it definitely doesn’t mean fraud risk disappears. But it does mean investigators now have intelligence tools capable of tracing illicit activity in ways that weren’t always possible before. And I think that nuance sometimes gets lost in public conversations. Now, for banks and credit unions listening, this matters even if your institution never directly touches crypto, because your customers do.
Hailey Windham
Hailey Windham
09:18
Your scam victims do. Your mule accounts do. Your investigations do. And increasingly, fraud investigators need at least a foundational understanding of digital asset movement and laundering typologies. Not because every institution needs to become a blockchain analytics company, but because fraud ecosystems no longer stop at the edge of the core banking system. Okay, and then there is another development I want to briefly touch on today, but I’m not going to go in too deep because next week I’m actually doing a much deeper, bigger conversation with, or about this, with one of my favorite people in the industry. You know her, or you’ve seen her before on episodes, but Nyla Cortez. So the White House recently released a presidential action titled Integrating Financial Technology Innovation Into Regulatory Frameworks. And if you work in fraud, compliance, fintech payments, or banking leadership, this is one you’re going to want to pay attention to. Now, I’ll be honest, I’m still digesting parts of it myself because anytime you start talking about innovation acceleration, fintech modernization, AI, digital infrastructure, reducing friction, faster adoption, fraud fighters immediately start asking a different set of questions. Okay, yeah, but what about authentication, synthetic identity, scam prevention, governance, operational readiness, examination expectations, consumer protection? Because innovation and fraud pressure tend to scale together. That’s just reality. And honestly, this ties directly back to everything we’ve talked about in this episode already. We are watching financial institutions modernize rapidly, payment ecosystems accelerate, AI capabilities expand, digital assets mature, and global scam infrastructure industrialize all at the same time. And sometimes it feels like fraud teams are sprinting on moving pavement, trying to keep up. Fraud fighters don’t hate innovation. We just know every new convenience layer creates a new attack surface too. So next week, Nyla and I are going to spend some time unpacking, you know, what this could mean operationally, where fraud and compliance teams may feel that tension, where modernization could genuinely help, and where institutions need to be careful not to confuse innovation with reduced risk.
Hailey Windham
Hailey Windham
11:41
But obviously, because those things are not the same, right? And if you know Nyla, you already know that this conversation is going to be candid, practical, and probably include at least one moment where we both stop and say, okay, but how could this actually work in a real financial institution? So stay tuned for that. Okay, the biggest theme emerging across all of these stories is this: fraud isn’t staying in its neat little category anymore. Scams, cybercrime, payments, crypto, national security, human trafficking, organized crime, AI. These systems are overlapping more every day. And our response models still haven’t fully caught up. And I’ve said this before, you know, on this podcast, and I’ll keep saying it. Fraud behaves like a continuous coordinated system. And if that’s true, then fraud prevention can’t operate in silos anymore either. Not between banks, not between fintechs, not between law enforcement, not between fraud and AML, not between cyber and payments, because the people committing these crimes are coordinated. And we have to be too, fraud fighters. Keep pushing, keep collaborating, keep educating, keep disrupting. Fraud evolves. So do we. Keep moving fraud forward.
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Host
Hailey Windham
Hailey Windham
Fraud Forward, Sardine