Accelerate what, exactly? The fraud side of fintech innovation with Nyla Cortes
What’s up, fraud fighters, and welcome back to Fraud Forward!
This conversation is one I think a lot of us need right now.
Financial services are moving fast. Fintech innovations, AI in financial services, real-time payments, embedded finance, digital assets, and payment systems modernization are all changing how institutions serve members and customers.
And let me just assure you, fraud fighters are not anti-innovation.
We are not the department of no. We are the people who know what happens when fintech innovation moves faster than controls, when fintech compliance is treated like a checklist, and when fraud risk management gets discussed only after something has already gone wrong.
In this episode, I sit down with Nyla Cortes to talk through what fintech innovations really mean for credit unions, community banks, fraud teams, BSA officers, compliance leaders, and frontline staff trying to protect people in real time.
Because behind every fraud case is a customer. A member. A family. Someone whose trust, dignity, and financial stability may be permanently affected.
That is why this conversation matters.
What you’ll hear in this episode:
- A practical look at how fintech innovations are changing fraud risk inside financial institutions
- Why modernization creates opportunity, but also expands the attack surface
- What AI governance in financial services needs to look like before something goes wrong
- How AI in financial services can support fraud prevention strategies when governance is built in
- Why real-time payments require real-time fraud operations
- How fintech partnerships and third-party risk management can introduce hidden exposure
- Why fintech risk management has to include fraud, compliance, BSA, AML, operations, and frontline teams
- What community bank fintech adoption looks like when resources are already stretched
- Why operational readiness matters before losses show up on a report
- How we can support fintech fraud prevention without forgetting the people impacted by crime
This is not a political conversation. It is not a vendor pitch. It is a practical, honest conversation about what it takes to modernize responsibly.
Who should listen:
This episode is for the fraud fighters doing the work every day.
- Fraud directors and fraud analysts
- BSA and AML officers
- Risk and compliance leaders
- Community bank and credit union teams
- Frontline tellers and member service representatives
- Vendor risk and fintech partnership teams
- Cybersecurity and payments professionals
- Regulators and policy advisors
- Anyone trying to balance fintech innovation, fraud prevention strategies, consumer protection, and operational reality
If you are sitting inside a smaller institution thinking, “Holy moly, we are being asked to move faster, but we do not have the same resources as the big banks,” I want you to hear me.
You are not behind because you are doing something wrong. You are operating in an environment where fintech innovations are accelerating faster than the resources available to manage the risk.
And that means we have to get very intentional.
Episode notes:
Fintech innovation is moving fast, but fraud risk is moving with it
Every new access point is a new place for criminals to test. Every faster payment rail shrinks the window to interrupt fraud. Every embedded fintech relationship introduces another layer of vendor risk, data access, operational responsibility, and fintech regulation questions.
So yes, let’s innovate.
Let’s bring fraud, compliance, BSA, AML, operations, and frontline teams into the conversation before the product goes live.
AI can help, but governance has to come with it
AI in financial services is already part of fraud and compliance work. It can help with pattern detection, false positive reduction, case summaries, transaction monitoring review, anomaly detection, and analyst capacity.
That is real.
AI cannot be treated like a magic button. If an AI model is part of a decision chain, institutions need to know how that model was validated, who reviewed it, how human oversight works, and how the institution is monitoring for drift, bias, and false positives.
AI can scale good decisions.
It can also scale bad ones.
That is why AI governance in financial services is not a nice-to-have. It is part of responsible fintech compliance and stronger fraud risk management.
Faster payments require faster fraud operations
Real-time payments have changed the math.
In a lot of cases, there is no meaningful recovery window anymore. By the time the alert is reviewed, the escalation email is opened, or the member realizes what happened, the money may already be gone.
That means fraud prevention has to shift earlier.
We need better authentication, better behavioral signals, better scam typology awareness, and the right friction at the right moment.
Not friction everywhere.
The right pause, at the right time, for the right reason.
That is fraud prevention as customer service.
Third-party risk management cannot stop at document collection
Fintech partnerships can create meaningful opportunities for financial institutions, especially when community bank fintech adoption is happening without the budget or staffing of a top-tier bank.
But y’all, collecting a SOC 2 report is not the same thing as understanding the risk.
Institutions need to know which fintech partnerships touch member data, which ones touch movement of funds, where fourth-party exposure lives, and how those partners handle fraud controls, incident response, AML expectations, and ongoing monitoring.
That is fintech risk management.
That is third-party risk management.
And if you cannot draw the map, you cannot manage the risk on it.
Fraud and compliance are one conversation now
Fraud does not live in silos.
A scam can be a fraud case, a SAR consideration, a consumer protection concern, a Reg E issue, and a member experience crisis all at the same time.
If fraud and compliance are still operating in separate lanes, gaps are going to show up. Gaps in ownership. Gaps in reporting. Gaps in escalation. Gaps in member support.
Nyla and I talk about what good collaboration actually looks like:
- Shared visibility
- Shared language
- Defined escalation paths
- Joint ownership of typology changes
- Quarterly reviews between fraud and compliance
- Clear leadership support
And no, this does not mean more meetings just for the sake of meetings.
It means building shared infrastructure so the right people can act faster when it matters.
Key takeaways:
- Fintech innovations create opportunity, but they also expand fraud risk.
- Fraud fighters are not anti-innovation. We are pro-responsible innovation.
- Fintech innovation must include fintech compliance, fintech regulation, and fraud risk management from the beginning.
- AI in financial services can support fraud detection, but it needs governance, validation, human oversight, and documentation.
- AI governance in financial services matters before the examiner asks for it.
- Real-time payments require fraud teams to operate inside the recovery window, not after it.
- Third-party risk management has to include active oversight of fintech partnerships, not just document collection.
- Fraud prevention strategies should protect members, not just reduce losses.
- Community bank fintech adoption has to account for staffing, governance, documentation, and operational readiness.
- Fintech fraud prevention works best when fraud and compliance share visibility, language, and escalation paths.
- Smaller institutions do not need to fix everything at once. They need to understand their current state, identify the top gaps, and start there.
This episode is about fintech innovations, yes. But really, it is about readiness.
It is about making sure fraud fighters, compliance teams, BSA officers, frontline staff, and risk leaders are not brought in after the fact and asked to clean up what should have been designed with them in the room.
Innovation and reduced risk are not the same thing.
They can coexist, but they do not automatically come together.
We have to build governance before we accelerate. We have to understand our current state before we move faster. And we have to stop treating fraud and compliance like two separate conversations, because they are one now.
Fraud fighters, your work matters. Members may not always know your name, but they feel it when you do this work well.
Stay vigilant, stay informed, and keep moving fraud forward.




































































































































































































































































































































































