Sardine | Human cost of online fraud: fraud’s hidden harm exposed

Ian Mitchell and Terry Schappert

Today I am talking about the human cost of online fraud and what gets missed when we only measure fraud by dollars, losses, and operational pain. Because that is really the issue here. Most of us who work in fraud spend a lot of time focused on the financial cost to our companies or institutions. That makes sense. But fraud does not end with the chargeback, the loss event, or the laundering pattern. A lot of the time, it connects to something much darker and much more human.

In this episode of Fraudology, I am joined by Ian Mitchell and Terry Schappert from The Knoble to talk about two of the biggest fraud-related crimes that carry a very real human cost. These are difficult topics, including child exploitation and human trafficking or modern slavery, and that is exactly why they matter. They are not separate from online fraud. In many cases, they are funded by it, enabled by it, or directly tied to the same criminal systems.

We also talk about the exciting outcomes from The Knoble’s recent project, Project Umbra, and what can happen when fraud fighters come together around a mission bigger than pure loss prevention. And this matters. Because the human cost of online fraud is not just a side issue or a moral footnote. It is part of the real impact of fraud, money laundering, and organized crime. If we say we fight fraud, then we need to understand who gets hurt beyond the ledger too.

Here is what that fraud lens means in practice:

The human cost of online fraud often includes exploitation linked to fraud, not just financial loss
Human trafficking and fraud are frequently connected through laundering, coercion, and organized criminal networks
Online fraud collateral crimes deserve more attention from fraud teams because they reveal the broader social impact of fraud
Fraud fighter collaboration becomes even more powerful when teams understand the human stakes behind financial crime

What you’ll hear in this episode:

Why the human cost of online fraud should matter to every fraud fighter, not just investigators focused on exploitation
How human trafficking and fraud, modern slavery cybercrime, and fraud-funded exploitation are connected
What Ian Mitchell and Terry Schappert are seeing through The Knoble and their anti-human trafficking fraud efforts
Why Project Umbra is such an important example of fraud fighter collaboration in action
How fraud and money laundering can enable organized crime and exploitation far beyond the immediate transaction

You should listen to this episode if you:

Work in fraud, financial crime, compliance, investigations, or trust and safety and want to better understand the human cost of online fraud
Need a clearer view of human trafficking and fraud, cyber slavery scams, and exploitation linked to fraud
Want insight into The Knoble, Project Umbra, and anti-human trafficking fraud efforts
Care about the social impact of fraud and the broader human harm connected to online fraud collateral crimes
Believe fraud fighter collaboration should include a stronger focus on organized crime and exploitation

If you liked this episode, be sure to subscribe and review the podcast on iTunes, Spotify, YouTube, or wherever you listen to podcasts. It really helps with getting the word out.

Episode notes & key takeaways

The human cost of online fraud is bigger than most fraud teams are trained to see

Let’s break this down. One of the most important ideas in this episode is that fraud is not always just a financial event. Yes, it creates loss. Yes, it affects companies, banks, and merchants. But in a lot of cases, fraud also connects to exploitation, coercion, and human suffering in ways that many fraud teams are not trained to recognize clearly enough.

That matters because when we treat fraud only as a business problem, we miss the broader reality. The human cost of online fraud includes people being manipulated, trafficked, forced into criminal activity, or trapped inside systems that depend on financial crime to keep going. That changes how we should think about the work.

This is exactly why this conversation is so important. It pushes fraud fighters to look past the immediate transaction and ask what else the fraud may be supporting, funding, or hiding.

The human cost of online fraud includes direct and indirect harm beyond financial loss
Financial crime human impact is often underappreciated when teams focus only on losses and recovery
Online fraud collateral crimes can reveal broader criminal ecosystems behind routine fraud events
The social impact of fraud becomes clearer when fraud teams look beyond the payment itself

Human trafficking, modern slavery, and fraud are more connected than many people realize

This is where the conversation gets especially heavy, but also especially necessary. Ian and Terry talk about the connection between human trafficking and fraud, as well as modern slavery cybercrime, and the core point is that these are not isolated issues.

Here’s what is actually happening. In some cases, exploitation creates the conditions that force people into fraud and laundering activity. In other cases, fraud-funded exploitation helps sustain larger criminal operations. Either way, fraud and money laundering are often part of the same machinery that supports organized abuse.

That is why these topics matter so much for fraud professionals. If organized crime and exploitation are tied to financial activity, then the people working closest to financial signals have a role to play in identifying, escalating, and disrupting that harm.

Human trafficking and fraud often intersect through coercion, laundering, and financial control
Modern slavery cybercrime shows how digital fraud can be tied to real-world abuse
Fraud-funded exploitation is a critical pattern for financial crime teams to understand
Organized crime and exploitation often rely on financial systems to move, conceal, or scale harm

Fraud fighters need to understand collateral crimes, not just direct fraud loss

Another major theme in this episode is the idea of online fraud collateral crimes. This is one of those concepts that can change how a fraud team sees its own job.

At first glance, a fraud event may look like stolen funds, suspicious account activity, or money laundering behavior. But when you look more closely, that same activity may be tied to human trafficking online scams, child exploitation, or broader criminal systems that depend on financial movement to survive. That is a much bigger picture.

This is exactly why the human cost of online fraud deserves more space in fraud conversations. Not because every fraud analyst needs to become a specialist in exploitation cases overnight. But because awareness changes what people notice, what they escalate, and what they are willing to question.

Online fraud collateral crimes often sit behind what first appears to be ordinary financial abuse
Human trafficking online scams can intersect with more traditional fraud and laundering patterns
Exploitation linked to fraud becomes easier to see when teams are trained to ask broader questions
Fraud fighters can play a meaningful role in surfacing harm that would otherwise stay hidden

Project Umbra shows what fraud fighter collaboration can actually achieve

One of the most encouraging parts of this episode is hearing about Project Umbra and the outcomes that came from people working together through The Knoble. That matters because these issues can feel overwhelming if you only think about them at the scale of the whole problem.

Project Umbra is a useful reminder that fraud fighter collaboration is not just a nice idea. It can produce real movement, real intelligence sharing, and real progress when people align around a meaningful mission. That is especially true when the work goes beyond protecting revenue and starts focusing on protecting people too.

This is exactly why The Knoble matters in this conversation. It represents a model where anti-human trafficking fraud efforts are not separate from fraud work. They are part of what responsible fraud fighting can look like.

Project Umbra shows the practical value of fraud fighter collaboration
The Knoble helps connect fraud professionals around anti-human trafficking fraud efforts
Collaboration becomes more effective when teams align around shared human outcomes, not just fraud loss
The human cost of online fraud is easier to address when people work across institutions and disciplines

The real shift is from seeing fraud as loss prevention to seeing it as harm reduction too

The broader lesson from this episode is that fraud work gets stronger when we expand what we believe we are responsible for noticing. Loss prevention still matters. Operational defense still matters. But harm reduction matters too.

If fraud and money laundering can help support exploitation, then preventing fraud is not just about stopping financial leakage. It is also about interrupting systems that hurt people. That is a bigger responsibility, but it is also a more honest one.

That is really what this episode pushes all of us to think about. Not just how to stop fraud more efficiently, but how to understand what is really at stake when we do or do not catch it.

The human cost of online fraud should shape how fraud teams think about their role
Financial crime human impact is an essential part of the fraud conversation, not a side topic
Fraud fighter collaboration gets more meaningful when the goal includes reducing harm, not just losses
The social impact of fraud becomes harder to ignore once the human consequences are made visible

The bigger theme in this episode is that online fraud is not only expensive. It can also be deeply human in its consequences. Ian and Terry help make that reality impossible to ignore by connecting fraud, laundering, trafficking, exploitation, and collaboration into one much clearer picture. And that is the real takeaway. If we want to understand the full cost of fraud, we have to be willing to look beyond the numbers and see the people affected by what the money is actually doing.

The human cost of online fraud: Fraud, exploitation, and Project Umbra with The Knoble