What is up fraud fighters, and welcome to Fraud Forward!
Today I want to talk about something that I think is becoming one of the most important shifts happening inside financial crime teams right now.
Human-centered financial crime prevention.
For a long time, fraud and BSA programs were focused primarily on stopping unauthorized transactions and protecting institutions from financial loss.
And that work is still incredibly important.
But what many teams are realizing now is that financial systems are often the first place where human harm shows up.
Fraud and BSA teams are seeing signals tied to human trafficking, online exploitation, elder financial exploitation, and organized scam victimization long before those crimes are reported anywhere else.
That means the role of fraud prevention is evolving.
In this episode, I sat down with Ian Mitchell, the founder of The Knoble, to talk about how financial institutions can align fraud detection, BSA human crime detection, and investigations around a more human-centered approach.
Because when we talk about financial crime, we’re not just talking about transactions.
We’re talking about people.
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Before we double click on the notes, I just want to say that my marketing team told me I need to structure these notes a certain way in order for people to find my podcast. The below is a bit of that 😀
One thing Ian and I talked about that really stuck with me is how human-centered financial crime prevention shifts the way fraud teams think about financial signals.
Instead of looking at transactions only through a compliance or loss prevention lens, we start asking a different question.
What human harm might be behind this activity?
Financial systems often capture early indicators of exploitation long before victims are able to report abuse themselves.
Fraud and BSA human crime detection programs are increasingly identifying patterns tied to human trafficking, sextortion, elder financial exploitation, and organized scam victimization.
When financial crime leadership approaches these signals with empathy and accountability, reporting improves and investigations become more effective.
Financial crime with empathy is not about weakening enforcement.
It’s about strengthening outcomes for victims.
During our conversation, Ian walked through how human crimes often appear in financial activity.
And what stood out to me is that the signals are rarely dramatic on their own.
Instead, they show up as subtle but consistent patterns.
Things like repetitive low-dollar payments, unusual merchant relationships, controlled account activity, or rapid movement of funds between accounts.
Human trafficking detection and child exploitation prevention often depend on connecting those signals to broader context.
Fraud prevention teams that understand these patterns can escalate concerns earlier and contribute stronger human crime intelligence to investigators.
The same is true for elder financial exploitation and scam victim protection.
Victim-centered fraud prevention requires teams to pay attention not only to transactions but to behavioral changes that may indicate coercion or manipulation.
Another theme that came up in this conversation is SAR quality improvement.
Ian and I talked about how structured SAR narratives, consistent terminology, and stronger contextual information can dramatically improve law enforcement outcomes.
BSA human crime detection programs become far more effective when institutions move beyond minimum reporting requirements.
Clear narratives, structured SAR addendums, and detailed contextual data help investigators connect networks faster.
Fraud prevention collaboration across institutions also plays a role here.
When organizations align terminology and share human crime intelligence more consistently, the entire financial crime community becomes more effective at disrupting organized networks.
Ian also shared insights into the Human Crime Specialist Program, which is designed to help fraud and BSA professionals build specialized expertise in identifying human harm through financial signals.
One thing that stood out to me is how important structured education is in this space.
Human crime prevention requires more than traditional fraud training.
Professionals need to understand detection patterns, victim response frameworks, policy development, and cross-industry collaboration.
Fraud prevention training focused on human harm helps institutions build internal capacity for ethical fraud prevention and stronger investigations.
One of the biggest takeaways from this conversation is that human-centered financial crime prevention cannot succeed in isolation.
Banks, credit unions, fintechs, nonprofits, and law enforcement agencies all see different pieces of the same problem.
Cross-industry crime prevention requires those groups to share intelligence and collaborate more effectively.
The Knoble’s work highlights how collective action across the financial crime community can disrupt trafficking networks, support victims, and elevate ethical standards across the industry.
Fraud prevention and advocacy are becoming deeply connected.
When institutions recognize that financial crime signals often represent human harm, prevention becomes about more than compliance.
It becomes about responsibility.
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