Introduction
Link analysis is a powerful technique for uncovering hidden relationships within insurance data. Fraud rarely occurs in isolation, and link analysis enables insurers to move beyond single-case review to identify coordinated or repeat behaviour.
As fraud becomes more organised, link analysis has become a core capability.
What Link Analysis Is
Link analysis examines relationships between entities such as:
- People
- Policies
- Claims
- Devices
- Addresses
- Suppliers
Rather than focusing on individual records, link analysis reveals how entities are connected across events and time.
Why Link Analysis Matters
Without link analysis:
- Organised fraud remains fragmented
- Repeat behaviour appears isolated
- Investigators miss broader patterns
Link analysis allows insurers to identify networks, hubs, and recurring connections that indicate elevated risk.
Link Analysis in Practice
Modern link analysis uses graph-based models and visualisation tools to help investigators explore relationships quickly and intuitively.
Combined with entity resolution, link analysis ensures connections are accurate and meaningful rather than misleading.
Supporting Investigations and Prevention
Link analysis supports:
- Early identification of fraud rings
- Stronger evidence for investigations
- Preventative controls targeting shared infrastructure
These insights allow insurers to address root causes rather than isolated symptoms.
Related Topics
Network analysis
Entity resolution
Fraud rings
Collusion detection
