Oana Ifrim
04 Mar 2026 / 5 Min Read
Dave Laramy, Head of Group Fraud, ABC & Tax Evasion, Danske Bank, reveals how multi-layered, AI-aware strategies, real-time monitoring, and agile controls are defending against scams and Fraud-as-a-Service threats.
I’m responsible for Fraud Management, Anti-Bribery & Corruption, and Tax Evasion Prevention controls across the Danske Bank Group. Danske Bank is Denmark’s largest bank, with a significant presence across Sweden, Finland, and Norway. I moved to Copenhagen in 2022, having previously held senior fraud and financial crime roles in the UK for over 20 years.
One of the realities that keeps fraud teams busy is that we cannot control the evolution of technology or the tactics fraudsters choose to deploy. These range from simple social engineering to highly sophisticated, automated attacks. What we can control is our response, both reactively and proactively, to emerging and evolving threats. The advancement of technology is unstoppable. AI is removing language barriers and enabling scale attacks and targeted deepfakes.
It’s true that the barriers to entry for those wishing to commit these types of crimes have reduced and that criminals are working together (not without incident, I might add) more closely than ever before. We are dealing with bored teenagers in bedrooms all the way up to state-sponsored attacks and organised crime groups targeting us specifically. Unfortunately, this is not helped by geopolitical challenges, and it is not going anywhere. It’s also not new; FaaS has been around for several years. The agility and scalability of the fraudsters, as well as the sophisticated use of AI, make this more challenging than ever.

The use of machine learning and AI within fraud prevention is not new. I was using a neural network model for lending fraud prevention as far back as 2006. There are many emerging use cases for newer technologies such as GenAI, which can be used to help customers identify scams upfront, ask questions within payment flows, and help investigate fraud claims. Fraudsters will continue to exploit the technology to try and evade identity verification onboarding controls, develop increasingly sophisticated deepfakes, switch languages with ease and scale and pivot more quickly than ever before. Fraudsters using evolving technology is also nothing new, so having the monitoring in place to identify changes in fraudster behaviour and react accordingly is critical.
I think various pieces of research have shown that whilst literally anyone can fall for a scam in today’s world, certain customer groups are more susceptible to certain types of scams than others. It’s no surprise that investment and romance scammers will target the wealthy and lonely, whilst Facebook Marketplace scams are targeting those actively on Facebook. The customer profile can be built into prevention and detection strategies to focus on the harm. It is not true to say it’s just the elderly that are targeted by scammers, but there are certainly elderly and vulnerable victims, as well as a lot of people who thought it would never be them.
I am a fan of ‘red teaming’ fraud controls, and one of the simplest versions of these is to release features to employees of the bank first so they can actively try and break it before launching to customers. Having monitoring in place from day 1 of a customer launch is also critical to establishing that everything is working as it should. Early fraud cases on any new products and services should be subject to deep root cause analysis to understand how fraudsters exploited the controls in place and what remediation is required. When building controls, always make sure that you’re able to apply parameters which you can change easily and have a kill switch to use in the event of emergencies. This might sound drastic, but there have been a couple of moments in my career where that’s proven to be really useful.
Sharing data effectively across your own organisation is Fraud 101. However, this can be challenging, as data often exists in multiple formats and across multiple systems. Having multi-disciplined squads is a great way to progress technology changes and bring stakeholders along the journey. I am hopeful that data sharing frameworks (such as CIFAS in the UK or NFCERT in the Nordics or Fraud Information Distribution Arrangement – FRIDA - from the EPC) will continue to grow and provide value and be boosted by forthcoming regulation either from AMLA or under the Payment Services Regulation.
Real-time domestic payments have been around for over 20 years, though cross-border real-time payments are a relatively new phenomenon. The key is to be able to interrupt transactions in real-time and either decline or hold transactions until the bank is satisfied it doesn’t relate to financial crime. It shouldn’t be necessary to hold the vast majority of transactions as there are numerous tools, models and data feeds that can be used to reduce false positives at the detection stage. The conversations with customers can be protracted depending on the fraud type as they may be under the spell of the fraudsters.
Those who know me will know that I haven’t answered my phone to unexpected phone calls since the early 2000s, and I don’t use one of the large email providers. My advice to others would be to only use ‘trusted channels’ when communicating with organisations, for example, within their mobile banking apps that you have been using for some time. Don’t trust unsolicited calls, SMSs or messages within communication apps or on social media. In the UK, you can call 159 and ask to be put through to your bank, with confidence that the call is legitimate.
“A ruthless competitive moat” is definitely a phrase I shall be using myself this year, with the historical version typically being called a multi-layered fraud defence strategy. My message is that you need to have contingency strategies ready to go for each layer of your fraud strategy. Sometimes you need to raise alert volume to drive away an attack or honeypot it into something that is easier to defend. If you change your strategy frequently, it becomes much more difficult for AI, or indeed humans, to figure out.
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Dave is the Head of Group Fraud, ABC, and Tax Evasion at Danske Bank. He moved to Copenhagen in 2022 and, before this, held various senior roles in fraud and financial crime, with experience in both traditional and challenger banking.
Danske Bank is the largest bank in Denmark with a strong international presence, particularly in the Nordic markets, serving a full range of customers.
The Paypers is a global hub for market insights, real-time news, expert interviews, and in-depth analyses and resources across payments, fintech, and the digital economy. We deliver reports, webinars, and commentary on key topics, including regulation, real-time payments, cross-border payments and ecommerce, digital identity, payment innovation and infrastructure, Open Banking, Embedded Finance, crypto, fraud and financial crime prevention, and more – all developed in collaboration with industry experts and leaders.
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