#10812 min
What’s up fraud fighters! Welcome to Fraud Forward.
Today we are digging into one of the fastest evolving threats we are seeing across financial institutions right now, crypto investment scams and the growing need for stronger crypto crime protection.
In this episode, I sit down with Erin West, veteran cybercrime prosecutor and the founder of Operation Shamrock. Erin has spent years working alongside high-tech crime task forces and law enforcement partners to disrupt the organized networks behind pig butchering scams.
And if you have worked in fraud long enough, you already know the pattern.
These scams are not random.
They are structured.
They are coordinated.
And they are devastating for the people caught in them.
Pig butchering schemes combine romance manipulation with staged cryptocurrency investing. Victims believe they are building wealth with someone they trust. Meanwhile, organized crime networks are guiding them step by step toward larger and larger transfers.
Retirement savings move.
College funds move.
Life savings move.
And often, financial institutions are the last protective layer before those funds are converted into cryptocurrency and sent across borders where recovery becomes incredibly difficult.
That is where crypto crime protection becomes critical.
This conversation with Erin focuses on how stronger escalation pathways, better transaction review, and real collaboration across institutions can help interrupt these scams earlier.
Because banks and credit unions are not passive observers of crypto fraud trends. We are advocates for our customers. And the sooner we act, the more we can protect the people behind those transactions.
What you’ll hear in this episode
- How pig butchering scams blend romance manipulation with staged crypto investing
- Why cryptocurrency accelerates cross-border fund movement in fraud cases
- Where intervention can successfully interrupt scam losses
- The structure and mission behind Operation Shamrock
- How crypto crime protection strengthens customer advocacy across institutions
You should listen to this episode if
- Your institution is monitoring rising crypto-related fraud activity
- Fraud and AML leaders are refining digital asset controls
- Your organization is strengthening collaboration with law enforcement partners
- Your teams are navigating crypto investment scams or pig butchering schemes
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 more fraud fighters find these conversations.
Episode notes & key takeaways
Before we double click on the notes, I want to pause for a moment and say something that Erin and I both feel strongly about.
These scams are not about people making bad decisions.
They are about organized criminal networks manipulating trust and exploiting emotion. Victims are not assisting fraud. They are being targeted by transnational crime organizations that are incredibly good at psychological manipulation.
The human impact here is real.
That is why crypto crime protection matters so much.
Crypto crime protection requires earlier escalation
One of the biggest themes in this conversation is timing.
Crypto crime protection works best when intervention happens before funds are converted into cryptocurrency.
Pig butchering scams and investment fraud tend to follow recognizable behavioral patterns. These scams usually involve:
- Relationship grooming over time
- Gradual trust building
- Staged investment platforms showing fake gains
- Increasing pressure for larger transfers
By the time the victim attempts a large transfer, they are often emotionally invested in the scam.
Frontline teams are frequently the ones who encounter these situations first.
They are speaking with customers who genuinely believe the transaction is legitimate.
That means intervention requires both patience and clarity.
At the same time, the window for action can be very small. Funds can move from domestic rails to crypto exchanges in a matter of hours.
Strong crypto crime protection programs often include:
- Escalation pathways tied to first-time crypto exchange activity
- Alert enrichment that combines transaction monitoring with behavioral signals
- Correlation between outbound wires and new wallet funding patterns
- Typology alignment for romance investment and crypto solicitation scams
- Real-time transaction review before high-value transfers are released
When escalation is delayed, recovery becomes significantly harder.
Once funds are converted into crypto and dispersed across multiple wallets, tracing becomes complex and extremely time sensitive.
Earlier review increases the likelihood of interruption and strengthens institutional response.
Leadership also plays a big role here.
When executives reinforce clear escalation protocols and support frontline intervention, teams feel empowered to act. That is how you build confidence across fraud teams.
Public private partnerships strengthen response
Another thing Erin and I spend time talking about is collaboration.
Fraud does not happen in silos, and neither should our response.
Organized scam networks operate across jurisdictions, platforms, and payment rails. No single institution sees the entire picture.
That is where initiatives like Operation Shamrock come in.
Operation Shamrock brings together law enforcement agencies, financial institutions, and investigative teams to share intelligence and disrupt scam networks.
These partnerships allow organizations to:
- Identify wallet clusters tied to known scam operations
- Track transaction flows across exchanges and payment platforms
- Connect patterns across multiple institutions
- Improve investigative timelines and recovery opportunities
Some of the practical signals institutions focus on include:
- Network analysis within shared fraud intelligence environments
- Wallet tracing linked to prior scam reports
- SAR narratives that clearly document crypto exposure patterns
- Institutional exposure assessments tied to cross-border flows
- Feedback loops between fraud teams and investigative partners
When institutions operate in isolation, disruption is limited.
When we collaborate, we increase our visibility and our ability to act.
And that collaboration is one of the strongest tools we have against organized crypto crime networks.
Customer advocacy drives sustainable prevention
At the end of the day, crypto crime protection is not just about technology or transaction monitoring.
It is about people.
Customers involved in investment scams often resist warnings because they believe the opportunity is real. The relationship they have built with the scammer feels legitimate to them.
So intervention has to be handled carefully.
Effective fraud teams focus on education and pattern recognition rather than confrontation.
Some of the early behavioral signals that teams monitor include:
- Sudden retirement withdrawals
- Liquidation of long-held investment accounts
- High-value cross-border transfers
- Rapid shifts in account activity tied to crypto exchanges
Institutions that build strong prevention frameworks often support frontline teams with:
- Education programs around crypto investment scam typologies
- Structured intervention scripts for branches and contact centers
- Behavioral monitoring tied to sudden liquidity shifts
- Escalation protocols for repeated or high-value international transfers
- Governance oversight tracking intervention outcomes
Without these interventions, losses can spread across multiple institutions.
Early education and coordinated outreach reduce systemic exposure and protect more people from becoming repeat victims.
And that is the heart of this conversation.
Financial institutions are not just transaction processors. We are partners in protecting the people who trust us with their money.
Final takeaway
Crypto investment scams are evolving quickly, and pig butchering schemes are one of the most coordinated threats we are seeing today.
But financial institutions are not powerless.
When we strengthen crypto crime protection through:
- Earlier escalation
- Stronger transaction review
- Cross-industry intelligence sharing
- Public private partnerships like Operation Shamrock
We increase our ability to interrupt these scams before irreversible losses occur.
And when fraud teams, AML teams, compliance teams, and law enforcement work together, we create real disruption for organized criminal networks.
The evolution of Banking on Fraudology
The mission stays the same:
- Elevate fraud prevention education.
- Strengthen banking community leadership.
- Support real operators inside community banks and credit unions.
- Build durable fraud community building frameworks.
- Advance fraud prevention thought leadership that is grounded, not hyped.
The future of banking fraud prevention depends on community.
The future of credit union fraud prevention depends on collaboration.
The future of fraud industry evolution depends on shared intelligence and values alignment.
We are leveling up.
And we are doing it together.
Stay vigilant, stay informed, and keep moving fraud forward.
