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Retail Fraud Investigations

How Entity Resolution Accelerates Retail Fraud Investigations

Fraud detection and prevention are more challenging than ever for modern retail operations. Increasingly sophisticated schemes are emerging across channels, costing retailers billions annually. Many retail organizations struggle to keep up, jeopardizing their bottom line and reputation.

Senzing® AI for entity resolution enables more effective asset protection and loss prevention by improving data quality for your fraud detection systems, accurately resolving entity data, and discovering hidden relationships among customers, suppliers, known fraudsters, and other watch-listed parties. This enables the early discovery of potential issues while minimizing losses.

Learn where Senzing fits into your solution or find fraud solutions with Senzing Inside™ from our Partners.

The Critical Enabler for Retail Fraud Detection 

Senzing plays a crucial role in identifying and preventing retail fraud. Advanced entity resolution capabilities empower retailers to tackle a wide range of fraud, from organized crime to insider threats.

Shoplifting, smash-and-grab, cargo theft and crime ring activity are all forms of Organized Retail Crime (ORC). Senzing discovers hard-to-find and intentionally hidden connections between entities and incident data, so your analytics systems can more easily and accurately flag suspicious people and their activities.

Fraudulent or excessive returns regularly involve stolen merchandise or manipulated receipts, often tied to known subjects of interest. Senzing connects that data and provides context (such as excessive returns or connections to fraudsters), improving the alerting in downstream investigative tools.

Loyalty program fraud involves the illicit acquisition, use or manipulation of loyalty points or rewards. Senzing helps detect this type of fraud earlier by accurately resolving entities across disparate data sources. Senzing also helps retailers identify when multiple loyalty program accounts are linked to the same customer.

Gift card fraud includes theft, counterfeiting and exploitation of gift card systems. Senzing can find connections in your entity data (email addresses, phone, etc.) that indicate possible gift card fraud, helping to detect it so you can prevent it.

Whether it’s employee theft, or staged slip-and-fall incidents, insider fraud is a growing threat.  By connecting internal data like references, applications and employee details, Senzing helps you identify suspicious relationships that indicate possible threats. 

Before hiring or onboarding employees, it’s important to know about any connections of concern, like relationships with previously identified fraudsters, employees terminated for cause, etc. Senzing enables this type of advanced analytics at the time of hire as well as continuously thereafter.

How Can Senzing Improve Your Fraud Detection? 

Senzing, the first purpose-built AI for real time entity resolution, enhances retail fraud detection with sophisticated data matching and relationship discovery capabilities.

Our entity-centric approach and real time self-learning AI ensure the accurate detection of who is who and who is related to whom across different data sources, despite messy or inconsistent data. This improved data quality makes it easier for investigators to detect and preempt fraud and accelerate their investigations.

Senzing relationship awareness reveals connections between seemingly unrelated entities. These connections may indicate fraud rings, fraudsters who are obfuscating their identities, or suppliers connected to countries, people or organizations you don’t want to do business with.

Senzing enables perpetual vetting, enhancing transaction monitoring and supply chain monitoring systems. By linking related entities across data sources, Senzing powers a comprehensive real time view of potentially suspicious activities.

Senzing entity resolution improves identity verification systems across channels by providing a complete 360-degree view of entities and all their relationships.  This helps to quickly identify legitimate customers and flag suspicious identities.

Senzing provides detailed explainability with full data provenance for every entity resolution decision. This accelerates investigations by building trust in the system’s outcomes and provides information that retailers can provide to law enforcement when needed.

Senzing operates entirely within your IT environment, ensuring data remains as private and secure as the environment in which it is deployed. No data ever leaves your systems, and no one outside your organization ever has access to your data or systems.

Discover & Preempt Hidden Fraud

Senzing entity resolution helps you discover, detect, and preempt fraud of all kinds. The Senzing engine will show you who’s who, and who’s related to who, despite very messy data. This helps uncover first party fraud, internal fraud, and even insider threat/internal fraud.

Watch Senzing CEO Jeff Jonas Explain How Senzing Helps Organizations Detect & Preempt Fraud

Benefits of Senzing For Retailers 

From accelerating investigations to reducing operational complexity, Senzing offers retailers significant advantages in their fight against fraud, protecting the bottom line, brand reputation and customer experience.

 

By providing a comprehensive “entity resume” via an entity resolved knowledge graph, Senzing enables more confident decision-making, provides a faster route to engage law enforcement, and reduces the time and effort required to investigate and resolve cases.

More accurate entity resolution and relationship discovery allow analysts to investigate cases more efficiently, spotting fraudulent transactions faster and minimizing liability for criminal incidents.

A complete and perpetual view of customers enables retailers to maintain a positive, smooth customer experience for legitimate customers. It also facilitates catching clever fraudsters, in turn deterring retail crime and protecting the brand.

Senzing creates unmatched accuracy so our clients get the most from their data, from fraud detection to customer analytics.

Amplified risk solutions

Fast & Easy Deployment

The Senzing API easily plugs into existing retail fraud detection, investigative and prevention systems.

Retail fraud architecture deployment

It’s easy to ingest and combine data from internal and external third-party data sources in both real time or batch.

Senzing scales to tens of billions of records coming from thousands of stores and multiple online channels.

How to Get Started

To experience the capabilities of Senzing entity resolution yourself, use our Desktop Evaluation Tool and see results with your data (or our sample data) in 15 minutes or less. Developers can install and evaluate Senzing API for free with QuickStarts available for Linux or Docker.

Or, if you’d rather have one of our entity resolution experts show you how it works and answer any questions, you can also schedule a demo.

Senzing 15 minute laptop@2x retail fraud with entity resolution -
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