--- title: AML and Fraud Program Integration with Erin O’Loughlin & Brian Svoboda-Kindle source_page: https://www.sardine.ai/es/media/fraud-forward/episodes/aml-and-fraud-program-integration canonical: https://www.sardine.ai/es/media/fraud-forward/episodes/aml-and-fraud-program-integration format: text/markdown date: 2025-07-23T00:00:00.000Z description: When fraud and AML teams operate in silos, red flags get missed and cases slow down. Strengthen collaboration, improve SAR quality, and align risk efforts… --- **Quick links:** [Human page](https://www.sardine.ai/es/media/fraud-forward/episodes/aml-and-fraud-program-integration) · [Home](https://www.sardine.ai) · [Customers](https://www.sardine.ai/es/customers) · [Blog](https://www.sardine.ai/es/blog) · [Demo](https://www.sardine.ai/es/demo) --- # AML and Fraud Program Integration with Erin O’Loughlin & Brian Svoboda-Kindle **Published:** 2025-07-23T00:00:00.000Z When fraud and AML teams operate in silos, red flags get missed and cases slow down. Strengthen collaboration, improve SAR quality, and align risk efforts… What’s up fraud fighters, and welcome to Fraud Forward! Fraud Forward is powered by Sardine. Alright, let’s get into a topic that everybody nods their head about, and then quietly struggles to execute. AML and Fraud Program Integration. Because here’s the deal. Fraud and AML teams are often chasing the same customers, reviewing the same behavior, and filing on the same risk. But inside a lot of banks and credit unions, they’re doing it through separate systems, separate workflows, and sometimes completely separate conversations. And no one is trying to withhold information. That’s what makes this so frustrating. It’s usually legacy structure. Systems were built separately. Reporting lines evolved separately. Workflows were designed independently. So you end up with financial crime program silos, and partial visibility becomes a liability. In this episode, I’m sitting down with Erin O’Loughlin and Brian Svoboda-Kindle from the Association of Certified Financial Crime Specialists to talk about what it really takes to break down financial crime program silos. Not through theory. Not through a reorg. Through daily operational alignment that actually moves signals instead of letting them stall. Why this matters for fraud fighters Let’s reset the room for a moment. Fraud teams move fast. They work in real time. They watch behavioral signals and transaction velocity. AML teams often work retrospectively. They analyze patterns, documentation, and reporting thresholds. Both approaches are necessary. But when fraud and AML collaboration doesn’t exist, this is what happens: Fraud driven SAR filings rise, but suspicious activity report quality becomes inconsistent Duplicate investigations eat time and morale Context gets missed because fraud detection insights never reach AML monitoring, and AML narratives miss real-time behavioral detail FRAML integration challenges turn into day-to-day friction that slows escalation Enterprise risk integration becomes impossible when integrated case management systems don’t actually talk to each other If you have ever felt like fraud and AML are circling the same risk without fully connecting, you know exactly what I mean. What you’ll hear in this episode Why current financial crime program silos keep fraud and AML operating separately What disconnected workflows actually cost, including duplicate investigations and delayed suspicious activity report escalation How fraud detection insights can strengthen AML monitoring when fraud and AML collaboration is structured What cross functional risk teams gain when visibility and communication improve Why financial crime education, CFCS certification, and financial crime training programs can function like a real risk control You should listen to this episode if you Lead fraud, AML, or BSA programs at a bank or credit union and want stronger AML and Fraud Program Integration Manage separate AML and fraud investigations teams and want to reduce duplication Are working to improve suspicious activity report quality and regulatory defensibility Want clearer BSA and fraud coordination standards and better enterprise risk integration Are early in your financial crime career and want financial crime professional development that makes you more effective If you liked this episode, subscribe to Fraud Forward on Spotify, Apple Podcasts, YouTube, or your preferred platform for deeper discussions on fraud and institutional risk. Episode notes and key takeaways ### Why fraud and AML still operate separately The industry has talked about FRAML integration challenges for years, and yet fraud detection and AML investigations still run in parallel at many institutions. And it’s rarely about resistance. It’s usually about the way things were built: Separate systems Separate workflows Separate documentation standards Separate reporting lines The result is predictable. Fraud teams may see suspicious behavior that never informs AML monitoring AML teams may file SARs without the full behavioral context fraud investigators observed in real time No one is intentionally withholding information. But partial visibility creates risk. ### What disconnected workflows actually cost Erin and Brian break down the operational friction that disconnected tools and limited BSA and fraud coordination create. Here’s what it looks like in the real world: Duplicate investigations across departments Different documentation standards for the same customer Delayed suspicious activity report escalation Increased operational cost per case Frustration across cross functional risk teams AML and Fraud Program Integration does not require collapsing departments into one. It requires aligned communication, shared visibility, and structured collaboration so signals move instead of stall. Small operational shifts can close meaningful exposure gaps. ### Fraud driven SAR filings and suspicious activity report quality Fraud driven SAR filings continue to rise, and that’s not surprising when fraud teams are seeing patterns at machine speed. But here’s where things break when fraud and AML collaboration is weak: Fraud sees the real-time behavioral story, but AML doesn’t get it in time AML builds the regulatory narrative, but fraud doesn’t have a clean path to feed context early SAR narratives lose detail and become less defensible Investigations slow because teams are re-collecting the same documentation Suspicious activity report quality improves when fraud and AML investigations are treated like one coordinated story with shared case visibility. ### Integrated case management and cross functional risk teams Let me just assure you, integrated case management systems are not about a fancy tool. They’re about reducing friction. When integrated case management systems and shared workflows actually work, cross functional risk teams gain: Faster case resolution Reduced investigative duplication Clearer ownership and cleaner escalation Stronger enterprise risk integration Better regulatory defensibility And there’s a benefit people don’t talk about enough. Morale improves. Investigators stop feeling like they’re working in parallel universes. Knowledge moves. Trust builds. That’s how you create momentum. ### Financial crime education as a force multiplier One of the most powerful parts of this conversation is education. Financial crime education is not just a credential. It’s perspective. Erin and Brian talk about how ACFCS and the CFCS certification expose professionals to fraud, AML, cybersecurity, sanctions, and emerging typologies within one framework. That cross exposure strengthens investigative judgment and improves suspicious activity report quality, because people understand how risk moves across functional lines. When teams share a common language, collaboration gets easier. ### Professional development as a risk control Financial crime professional development is not a nice-to-have. It can function as a real control. Investing in financial crime training programs supports: Stronger AML and fraud investigations Faster recognition of cross channel typologies More confident escalation of suspicious activity Healthier enterprise risk integration Better fraud and AML collaboration because teams connect signals faster FRAML integration challenges are not solved by an org chart. They’re solved by operational alignment, shared visibility, and people who understand the full risk story. ### The path forward Early FRAML initiatives pushed for structural mergers between fraud and AML. In many institutions, full consolidation did not materialize. But the operational need for AML and Fraud Program Integration has only intensified. This episode breaks down: Why early FRAML integration efforts stalled Where coordination still delivers measurable value How fraud detection insights strengthen AML monitoring Why cross functional risk teams outperform isolated departments Breaking down fraud silos does not have to be a massive transformation project. It starts with: Shared meetings Shared dashboards Shared language Clear BSA and fraud coordination standards A willingness to say, we are stronger together 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.