AI‑Driven OSINT and the Changing Landscape of Insurance Fraud
Published in Insurance Edge, “Exposing Fraud Faster With AI‑Driven Open‑Source Intelligence Solutions” by David Janson, VP EMEA at Fivecast, explores how AI‑enabled open‑source intelligence helps insurers identify risk faster and respond to increasingly organised and digitally enabled fraud. The article highlights real-world cases, for example, a woman’s £400k injury claim failed after social media posts showed her playing rugby, walking muscular dogs, and sharing content that contradicted her case.
Insurance Fraud Is Outpacing Traditional Investigation Methods
In the article, David outlines how insurance fraud has evolved from isolated opportunistic claims into coordinated, digitally enabled networks. With detected fraud in the UK reaching £1.16bn in 2024, the true scale of the problem extends well beyond what investigators are able to uncover using manual methods alone.
Fraudsters increasingly operate in open online environments, using mainstream and niche social media platforms to coordinate schemes, recruit participants and exchange tactics. This creates a growing intelligence gap for insurers relying on keyword searches or labour‑intensive review processes.
AI‑Driven OSINT as a Force Multiplier
The article explores how advances in AI‑enabled OSINT allow investigators to work at the speed and scale required by today’s threat landscape. Modern OSINT capabilities enable fraud teams to:
- Analyse millions of posts, images and videos in minutes
- Surface behavioural inconsistencies and risk indicators
- Identify linked accounts and networked activity
- Detect patterns associated with both opportunistic and organised fraud
From exaggerated injury claims to crash‑for‑cash scams and ghost‑broking operations, the digital footprint left behind by perpetrators provides critical intelligence when analysed systematically.
“AI‑enabled OSINT allows investigators to surface risk faster and assess complex digital behaviour with a level of scale and confidence that manual approaches cannot deliver.”
– David Janson, VP EMEA, Fivecast
From Data Volume to Actionable Insight
Social media and open online sources represent an intelligence opportunity, but only when teams can move beyond raw data volume. As the article notes, the UK alone has tens of millions of active social media users. Investigators need technology that can automatically collect, enrich and correlate data across platforms, including areas of the deep and dark web , to generate clear, defensible insights.
AI‑powered OSINT enables investigators to focus their expertise where it matters most: interpreting findings, validating risk and making informed decisions.
Augmenting Investigators, Not Replacing Them
OSINT technology is designed to augment investigative judgement, not replace it. AI automates discovery and analysis, while final decisions remain with investigators and claims assessors.
Responsible and Proportionate Use of Open‑Source Data
The use of open‑source intelligence in fraud investigation must operate within clear ethical and regulatory boundaries.
David highlights how modern OSINT platforms:
- Support proportionate, purpose‑driven analysis
- Avoid excessive or irrelevant data collection
- Ensure compliance with GDPR and emerging AI regulation
- Provide transparency and auditability to support defensible outcomes
Responsible AI is a prerequisite for scaling fraud detection while maintaining public trust.
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FAQ
What is AI-driven OSINT for insurance fraud?
AI-driven OSINT for insurance fraud uses artificial intelligence to analyse open-source data, enabling faster and more accurate detection of fraudulent claims and risk signals.
How does OSINT integration help insurers?
OSINT integration helps insurers identify risk signals, uncover organised fraud networks, and validate claims by analysing data from social media and other digital platforms.
About Fivecast
The mission of Fivecast is to enable a safer world. As a world-leading provider of open-source intelligence solutions, Fivecast helps customers collect and analyze massive amounts of data, uncovering actionable insights critical to protecting global communities. Purpose-built to address the highest priority use cases in the national security, law enforcement, defense, corporate security, and financial crime markets, Fivecast deploys advanced data collection and AI-enabled analytics to solve the most complex intelligence challenges.
