Enterprise Fraud and Misuse Management
Cat and mouse
Many organizations across sectors have been victimized or may be vulnerable in some way to fraud, waste, and abuse. In general, an organization’s approach to fraud may involve “pay and chase”. In other words, the mouse has already escaped with the cheese, and static mousetraps are set in response. Not only is it too late, the problem is that mice—like fraudsters—are determined, clever, and adaptive.
The risks to an organization can be profound. Financial assets, trade secrets, and organizational reputation may be compromised. More systems, more digitization, and more data provide the fraudster more and more opportunity to find and exploit the vulnerabilities. However, advanced technology frameworks now exist to help an organization seek out and proactively guard against threats. Referred to as Enterprise Fraud and Misuse Management (EFM), this technological approach provides the ability to screen transactional activity for evidence of fraud in real-time and diagnose external fraud rings that may threaten an organization. The best mousetrap has always been a cunning cat that can continuously monitor and adapt to evolving conditions. EFM provides that ability.
The maturity model for an EFM solution considers multiple dimensions, from the scope of the enterprise protected to the techniques deployed. Organizations can tailor a solution across these dimensions for its particular environment and requirements.
Many organizations still take a channel—or siloed—approach to detecting fraud. A fraud risk or event in one channel is not necessarily considered in another part of the organization. EFM takes a holistic view of an organization, looking for fraud risks and patterns across channels, departments, and functions.
A mature EFM solution provides the ability to screen for fraudulent behavior or indicators on a real-time basis. This allows an organization to remedy a fraud issue before it fully manifests itself and causes irreparable damage.
Recently many data scientists have moved from the laboratory into the operational environment. Advanced techniques—such as predictive analytics, social networking analysis, and geospatial analysis—provide organizations with sophisticated tools and capabilities to help them stay ahead of the nefarious actors.
The very nature of data has rapidly evolved. Spreadsheets and structured accounting data have given way to complex, unstructured data sets across domains—emails, social media, video, etc. Further, the advent of Big Data—terabytes, petabytes, and beyond—introduce further complexity. A mature EFM solution can help cut through these complexities to provide organizational insight and diagnose incidents of potential fraud.
Deloitte’s EFM solutions provide cutting-edge capabilities to an organization to help guard against increasingly sophisticated and nefarious bad actors. These real-time detective powers can be tailored to an organization’s specific requirements to provide the ability to help detect and identify fraud and misuse at an enterprise level. Additional benefits may include:
- Increased regulatory compliance, potentially avoiding costly fees and penalties.
- Uncover hidden patterns, trends, and schemes that traditional fraud detection methods may miss.
- Measure and help improve performance by monitoring potential inappropriate activity to identify vulnerable areas of the organization.
- Cost savings by reducing waste and abuse.
If you think your organization can benefit from an Enterprise Fraud and Misuse Management solution, we should talk. Please reach out to get the conversation started.