A 7-step enterprise fraud framework to redefine scam prevention

GlobalData

Wed, April 1, 2026 astatine 12:16 PM CDT 4 min read

Scams, oregon authorised propulsion payments, are the scourge of the day. While nary ceremonial figures exist, it is estimated that the planetary scam losses transcend $1tn per annum. Organised transgression is astatine the bosom of this increase, with immoderate estimates putting 1.5 cardinal employed arsenic nonrecreational scamsters.

The rising professionalism of the scamsters, the availability of “off the shelf” scam tools (e.g., phish kits), the precise precocious “gross margin”, the expanding digitization of lawsuit experiences, and inadequate instrumentality enforcement are each contributing to a continued summation successful scams crossed the world.

The regulatory expectations, and the associated outgo of compliance, alteration by market. The astir utmost presumption exists successful the UK, wherever fiscal institutions are liable for up to £85,000 successful astir each cases. Most regulators are examining the “Shared Responsibility Framework” framework, and it is tenable to presume that fiscal institutions volition person to carnivore an expanding stock of this cost.

Customer expectations prize fraud defences erstwhile selecting a fiscal institution. In a planetary survey of 18,000 customers, immoderate 60% ranked “Good Fraud Protection” arsenic either their apical oregon the 2nd priority. This was followed by “Ease of Use” (43%). While seemingly astatine odds, these 2 are the other sides of the aforesaid coin. Effective scam detection, measured by a precocious worth detection complaint astatine an acceptable level of mendacious positives, becomes a cardinal concern maturation imperative.

There is nary 1 metallic slug defence against scams. The perfect script – a afloat alert lawsuit – remains unrealistic.

Instead, effectual defence requires a multi-layered strategy. The pursuing 7-step model offers a practical, intelligence-driven attack toward scam defence.

1. Understand lawsuit susceptibility

   The model begins with proactive appraisal of lawsuit vulnerability done blase susceptibility scoring. This involves harvesting some monetary transactions and non-monetary events crossed each lawsuit touchpoints to make always-on lawsuit profiles. This requires an applied quality level that enables real-time appraisal that evolves with each lawsuit interaction. (Note: This attack needs to beryllium vetted against section privateness and permissibility requirements.)

2. Create robust lawsuit personas

   By processing personas that bespeak psychographic and behavioural characteristics, institutions tin measure circumstantial scam vulnerabilities. For example, customers with precocious investible income who prosecute successful cryptocurrency trading whitethorn beryllium peculiarly susceptible to concern scams. Knowing customers helps to support them.

3. Deploy targeted, personalised, proactive connection and education

   Generic scam warnings beryllium mostly ineffective. The model emphasises hyper-personalised, contextual messaging aligned to idiosyncratic hazard profiles and scam types, creating much informed and alert customers. Breaking the scammer's spell is critical.

4. Alert and amplify with the susceptibility score

   At the bosom of scam detection lies blase monitoring of lawsuit behaviour and activity. The model recommends multi-layered decisioning that archetypal identifies anomalies, past determines whether they're associated with scams oregon accepted fraud. Enterprise fraud capabilities tin "amplify" transaction scores based connected lawsuit susceptibility and personas.

5. Build dynamic in-journey engagement

   Understanding that customers successful "hot states" often disregard generic warnings, the model emphasises dynamic, personalised dialog that creates due friction and reflection opportunities. This whitethorn see cooling-off periods oregon post-transaction follow-up erstwhile customers are much receptive.

6. Close the backmost door

   Since stolen funds indispensable travel done mule accounts, the model emphasises real-time involution capabilities beyond accepted anti-money laundering controls. This requires transitioning from monthly batch assessments to instantaneous monitoring and relationship freezing.

7. Collaborate crossed the ecosystem

   Build a ceremonial ecosystem crossed the regulator, instrumentality enforcement, telcos, societal media platforms, and manufacture bodies to facilitate information sharing and champion practice. This is astir apt the hardest task.