Blog

Insights on deepfake detection, digital forensics, and content authenticity.

Industry Analysis 10 February 2026

AI-Generated Media in Insurance: What Adjusters Will Face in 2027

Forward-looking analysis of how AI-generated media will evolve and impact insurance claims. Emerging threats, technology trends, and preparation strategies.

Deepfake Detection 10 February 2026

How AI-Generated Property Damage Photos Fool Claims Systems: A Technical Analysis

A technical breakdown of how AI-generated property damage images differ from genuine photographs — compression artifacts, metadata inconsistencies, and.

Deepfake Detection 10 February 2026

AI Insurance Fraud Prevention: The Complete Technology Guide

Comprehensive guide to every AI technology used in insurance fraud prevention — from ML pattern detection to deepfake analysis and voice cloning detection.

Deepfake Detection 10 February 2026

AI Voice Fraud in Insurance: When the Policyholder Isn't Who They Sound Like

How AI voice cloning enables insurance fraud through policyholder impersonation, including case scenarios for policy changes, beneficiary fraud, and claims.

Claims Investigation 10 February 2026

The Anatomy of a Deepfake Insurance Claim: From Creation to Detection

An end-to-end walkthrough of how fraudsters create and submit deepfake insurance claims — and the detection opportunities at every stage of the process.

Compliance & Regulation 10 February 2026

APRA's Expectations for AI Fraud Detection in Insurance: A Compliance Guide

A comprehensive guide to Australian Prudential Regulation Authority requirements for AI-powered fraud detection in insurance, including CPS 230 implications.

Industry Analysis 10 February 2026

How Australian Insurers Are Fighting Deepfake Fraud

Australian insurance market perspective on deepfake fraud — APRA regulations, local fraud statistics, IFBA, and how Australian insurers can lead on detection.

Insurance Fraud 10 February 2026

Catastrophe Event Fraud: How AI-Generated Claims Spike After Natural Disasters

Natural disasters create the perfect conditions for AI-generated insurance fraud — high volume, fast processing, and overwhelmed adjusters. How to detect it.

Industry Analysis 10 February 2026

Building an AI-Powered Fraud Prevention Program for Your Insurance Company

Strategic guide for insurance executives on implementing AI fraud prevention. Organisational readiness, technology selection, change management, and scaling.

Product & Technology 10 February 2026

Claims Management Fraud Detection: Integrating AI Into Your Workflow

How to integrate AI deepfake detection into Guidewire, Duck Creek, and other claims management platforms. API integration, workflow triggers, and.

Claims Investigation 10 February 2026

Claims Surge Analysis: Detecting Coordinated Deepfake Fraud After Natural Disasters

A technical approach to batch analysis of surge claims — detecting coordinated deepfake fraud through pattern recognition across hundreds of simultaneous.

Compliance & Regulation 10 February 2026

Court-Ready Forensic Reports: Why Evidence Standards Matter in Insurance Fraud

What makes a forensic report admissible in court. Why black-box AI scores fail legal scrutiny and how explainable AI meets evidentiary standards.

Deepfake Detection 10 February 2026

Deepfake Detection FAQ for Insurance Companies

30+ frequently asked questions about deepfake detection for insurance companies. Covering accuracy, integration, false positives, legal admissibility, costs.

Industry Analysis 10 February 2026

Deepfake Detection Tools Compared: What Works for Insurance Claims

Comparison of deepfake detection approaches for insurance — horizontal platforms vs insurance-specific solutions across accuracy, forensics, and integration.

Product & Technology 10 February 2026

Deetech vs FRISS: Modern Insurance Fraud Prevention

Comparing Deetech and FRISS for insurance fraud prevention. FRISS provides real-time risk scoring and network analysis. Deetech adds the AI media authenticity.

Industry Analysis 10 February 2026

Deepfake Fraud Statistics: How AI Is Changing Insurance Crime

The definitive collection of deepfake and AI fraud statistics relevant to insurance. Growth rates, detection rates, cost per incident, and projections.

Product & Technology 10 February 2026

Deetech vs Reality Defender: Deepfake Detection for Insurance

A detailed comparison of Deetech and Reality Defender for insurance deepfake detection. Both detect AI-generated media, but only one is purpose-built for.

Product & Technology 10 February 2026

Deetech vs Sensity AI: Which Is Better for Insurance Claims?

Comparing Deetech and Sensity AI for insurance claims deepfake detection. Sensity offers forensic-grade analysis for law enforcement — but can it scale for.

Product & Technology 10 February 2026

Deetech vs Shift Technology: AI Fraud Detection Compared

Comparing Deetech and Shift Technology for insurance fraud detection. Shift excels at pattern-based fraud scoring — but can't detect deepfakes. Here's why.

Claims Investigation 10 February 2026

How to Detect Deepfake Insurance Claims: A Complete Guide

Learn how to detect deepfake insurance claims with practical steps for claims professionals. Covers visual indicators, metadata analysis, and AI detection.

Deepfake Detection 10 February 2026

Document Forgery Detection: AI vs Traditional Methods for Insurance

AI-powered document forgery detection vs traditional manual review for insurance. How each method handles police reports, medical records, and repair estimates.

Deepfake Detection 10 February 2026

Document Tampering Detection: How AI Identifies Forged and Manipulated Documents

How AI document tampering detection works — methods for identifying forged, altered, and AI-generated documents in insurance, legal, and financial processes.

Product & Technology 10 February 2026

Enterprise Deepfake Detection for Insurance: Beyond Off-the-Shelf Solutions

Why enterprise-grade deepfake detection for insurance requires more than generic APIs. Production accuracy, forensic evidence, compliance, and workflow.

Compliance & Regulation 10 February 2026

The Ethics of AI Fraud Detection in Insurance: Balancing Accuracy and Fairness

Examining bias in deepfake detection models, the impact of false positives on legitimate claimants, regulatory expectations for algorithmic fairness, and an.

Compliance & Regulation 10 February 2026

EU AI Act Impact on Insurance Fraud Detection Technology

How the EU AI Act classifies deepfake detection for insurance, compliance requirements for insurers using AI fraud detection, and the intersection with GDPR.

Claims Investigation 10 February 2026

Fake Repair Estimates and Invoices: How AI Is Forging Insurance Documents

AI-generated automotive repair quotes, synthetic contractor estimates, and manipulated receipts are flooding insurance claims. Here's how OCR and layout.

Insurance Fraud 10 February 2026

Health Insurance Fraud and AI: Detecting Synthetic Medical Evidence

How deepfakes and AI forge medical records, fabricate telehealth consultations, and create synthetic prescriptions. Detection strategies for health insurers.

Deepfake Detection 10 February 2026

Injection Attacks: The Insurance Fraud Threat Nobody's Talking About

How injection attacks bypass cameras to insert synthetic media directly into insurance claims pipelines. Why most detection tools miss them and how to defend.

Industry Analysis 10 February 2026

Insurance Fraud in the Age of Generative AI: A Board-Level Briefing

Executive briefing on generative AI fraud risks for insurance boards. Risk quantification, competitive implications, and the investment case for AI-powered.

Deepfake Detection 10 February 2026

Insurance Claim Video Verification: The AI Approach

How AI-powered video verification detects manipulated evidence in insurance claims. From metadata analysis to neural network artifact detection.

Industry Analysis 10 February 2026

Insurance Deepfake Fraud Incidents: A Growing Timeline

Tracked timeline of deepfake and AI-generated fraud incidents relevant to insurance — confirmed cases, near-misses, and emerging patterns.

Insurance Fraud 10 February 2026

Insurance Fraud Detection Software: What Insurers Need in 2026

Buyer's guide for insurance fraud detection software in 2026. Must-have features including AI deepfake detection, forensic reporting, and claims integration.

Deepfake Detection 10 February 2026

Insurance Fraud Glossary: AI and Deepfake Terms Explained

A comprehensive A-Z glossary of 40+ AI, deepfake, and digital forensics terms every insurance professional needs to understand in the age of synthetic media.

Claims Investigation 10 February 2026

The Insurance Fraud Ring: How AI Enables Coordinated Multi-Claim Schemes

AI tools enable fraud rings to generate evidence at scale, coordinate multi-claim schemes, and evade detection. How insurers can identify and disrupt them.

Industry Analysis 10 February 2026

Insurance Fraud ROI Calculator: Quantifying the Value of Deepfake Detection

Calculate the ROI of implementing AI deepfake detection for insurance. Industry averages for fraud rates, claim sizes, and detection improvement rates.

Compliance & Regulation 10 February 2026

Insurance Fraud Reporting Obligations: When AI Detects a Deepfake

Legal obligations when AI flags potential deepfake fraud in insurance claims, mandatory reporting requirements by jurisdiction, privacy law considerations, and.

Industry Analysis 10 February 2026

Insurance Fraud Statistics 2026: The Definitive Collection

The most comprehensive collection of insurance fraud statistics for 2026. Global data by line, country, and fraud type. Updated regularly. Cite freely.

Claims Investigation 10 February 2026

Insurance SIU Tools: How AI is Transforming Fraud Investigation

How AI-powered deepfake detection and forensic tools are transforming insurance SIU investigations. Dashboards, evidence management, and case workflows.

Compliance & Regulation 10 February 2026

Will Insurers Be Liable for Missing Deepfake Fraud? Legal Analysis

Legal analysis of emerging insurer liability for failing to detect deepfake fraud, including duty of care arguments, D&O implications, E&O exposure, and.

Industry Analysis 10 February 2026

The Insurer's AI Arms Race: When Fraudsters Use Better AI Than You

Fraud rings now wield generative AI that outpaces legacy detection. Explore the adversarial AI cycle reshaping insurance fraud—and why multi-layer.

Compliance & Regulation 10 February 2026

The Insurer's Guide to KYC and Deepfake Verification

How deepfakes bypass traditional KYC in insurance underwriting and policy issuance. The threat, regulatory implications, and detection strategies for insurers.

Product & Technology 10 February 2026

InsurTech and Deepfake Detection: Why Every Digital Insurer Needs AI Fraud Prevention

Digital-first insurers are most exposed to deepfake fraud — and best positioned to deploy detection. How InsurTechs should approach AI media verification.

Deepfake Detection 10 February 2026

The Lab-to-Production Accuracy Gap: Why 95% Doesn't Mean 95%

Why deepfake detection tools claiming 95% accuracy collapse on real insurance claims media. Compression, lighting, demographic bias, and the path to production.

Claims Investigation 10 February 2026

Police Report Verification: Detecting AI-Manipulated Incident Reports

How AI-manipulated police reports are being used in insurance claims, and the document forensics and verification workflows claims teams need to detect them.

Compliance & Regulation 10 February 2026

NAIC Model Bulletin on AI in Insurance: What It Means for Deepfake Detection

Analysis of the NAIC Model Bulletin on AI for US insurers, the state-by-state regulatory landscape, and a compliance checklist for AI-powered deepfake fraud.

Insurance Fraud 10 February 2026

Post-Disaster Insurance Fraud: How AI-Generated Evidence Exploits Catastrophe Events

Natural disasters create the perfect conditions for AI-generated insurance fraud. How surge claims, fabricated damage photos, and coordinated fraud rings.

Product & Technology 10 February 2026

Real-Time vs Batch Deepfake Detection: What's Right for Your Claims Process?

Comparing real-time deepfake detection at claims intake with batch processing for periodic review. Choose the right approach for your volume and workflow.

Insurance Fraud 10 February 2026

Property Insurance Fraud Detection: Catching AI-Generated Damage Claims

How deepfakes and AI are used to fabricate property damage claims. Detection methods for synthetic storm, fire, water, and theft damage evidence.

Insurance Fraud 10 February 2026

The Rising Threat of Deepfake Car Insurance Fraud

How deepfakes are being used in auto insurance fraud — from fabricated accident photos to manipulated dashcam footage. Detection strategies for insurers.

Claims Investigation 10 February 2026

From SIU to Settlement: The Claims Investigation Workflow with AI

End-to-end claims investigation workflow with AI deepfake detection — from initial triage through SIU investigation, evidence building, and resolution.

Compliance & Regulation 10 February 2026

State Insurance Fraud Reporting Requirements: A Compliance Guide

State-by-state overview of insurance fraud reporting requirements, fraud bureau mandates, and how AI detection tools help insurers meet compliance obligations.

Industry Analysis 10 February 2026

The State of Deepfake Fraud in Insurance: 2026 Report

Comprehensive data-driven report on deepfake fraud in the insurance industry — scale, trends, attack vectors, detection rates, and what insurers must do now.

Insurance Fraud 10 February 2026

Synthetic Identity Fraud in Insurance: Detection and Prevention

How synthetic identities created with AI and deepfakes threaten insurance underwriting and claims. Detection strategies and prevention for insurers.

Insurance Fraud 10 February 2026

Telehealth Fraud: When Deepfakes Meet Health Insurance Claims

How deepfake technology enables telehealth fraud — fabricated consultations, impersonated patients and providers, and what health insurers can do about it.

Product & Technology 10 February 2026

Top 5 Deepfake Detection Tools for Insurance in 2026

Ranking the top 5 deepfake detection tools for insurance companies in 2026. Evaluated on insurance relevance, claims integration, accuracy on real-world media.

Insurance Fraud 10 February 2026

The True Cost of Deepfake Fraud in Insurance: A Data-Driven Analysis

Data-driven analysis of how deepfake fraud is impacting the insurance industry. Real statistics on fraud costs, growth trends, and financial exposure.

Deepfake Detection 10 February 2026

Voice Cloning Attacks on Insurance Call Centers: Detection and Prevention

How fraudsters use AI voice cloning to impersonate policyholders in insurance call centers, and the technical and procedural defenses insurers need to deploy.

Deepfake Detection 10 February 2026

Voice Cloning Detection in Insurance: Protecting Call Centers and Claims

How voice cloning is used in insurance fraud — fake customer calls, manipulated recorded statements, social engineering. Detection methods and protection.

Deepfake Detection 10 February 2026

Voice Cloning Detection: Technology, Tools, and Defense Strategies

How voice cloning works, why it's dangerous, and how detection technology identifies synthetic speech — the complete guide for security professionals.

Claims Investigation 10 February 2026

What Claims Adjusters Need to Know About Deepfakes in 2026

Practical guide for claims adjusters on spotting deepfake fraud. Red flags, escalation procedures, and how AI detection tools fit into the claims workflow.

Deepfake Detection 10 February 2026

What Is a Deepfake? A Guide for Insurance Professionals

A plain-language guide to deepfakes for insurance professionals. What they are, how they're made, why insurance is a target, and what you need to know to.

Product & Technology 10 February 2026

Why Banking Deepfake Solutions Don't Work for Insurance

Deepfake detection built for banking focuses on identity and voice — not the document, photo, and video evidence that drives insurance fraud.

Deepfake Detection 10 February 2026

Why Forensic-Grade Detection Isn't Enough for Insurance Claims

Insurance claims processing demands speed, scale, and workflow integration — not just detection accuracy. Why forensic-grade deepfake analysis fails at.

Deepfake Detection 10 February 2026

Deepfake Detection for Insurance: Why Generic Tools Fail

Why generic deepfake detection tools lose accuracy on real insurance claims media. The lab-to-production gap and the case for purpose-built solutions.

Insurance Fraud 10 February 2026

Workers Compensation Fraud Detection: The AI Revolution

How AI detects workers' compensation fraud — fake injury documentation, staged accidents, manipulated medical evidence. Detection approaches for insurers.

Claims Investigation 10 February 2026

AI-Generated Medical Records in Insurance Claims: Detection Strategies

How fraudsters use generative AI to fabricate medical records and prescription documents for insurance claims — and how to detect them.

Deepfake Detection 10 February 2026

AI Media Authentication: Verifying What's Real in the Age of Generative AI

Guide to AI media authentication — provenance, detection, and verification technologies that establish whether digital content is genuine or synthetic.

Deepfake Detection 10 February 2026

Deepfake Detection Tools: How They Work and How to Choose One

Technical breakdown of how deepfake detection tools work — detection methods, accuracy considerations, and criteria for choosing the right tool.

Deepfake Detection 10 February 2026

KYC Deepfake Protection: Securing Identity Verification Against AI Fraud

How deepfakes bypass KYC verification — injection attacks, synthetic identities, and face-swaps — and the detection technology to stop them.