Company Updates··3 min read
deetech Ranks #1 on the Podonos Audio Deepfake Detection Benchmark
deetech tops the independent Podonos audio deepfake benchmark: 99.56% accuracy on 4,524 clips, with just 0.4% of real audio flagged.
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Insights on deepfake detection, digital forensics, and content authenticity.
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Industry Analysis··8 min read
The Rise of the Machine Caller: Stopping Voice Scams Without Blocking Every Bot
Cloned voices and scam bots now call contact centers. How to stop them without shutting out the few machine callers you want.
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Deepfake Detection··13 min read
Accuracy Is the Wrong Question: Deepfake Detection KPIs for High-Volume Review
Why accuracy misleads in deepfake detection, how prevalence and error costs set the operating point, where AUROC fits, and what to ask a vendor instead.
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Deepfake Detection··8 min read
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.
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Claims Investigation··9 min read
How to Detect Deepfake Insurance Claims: A 5-Step Guide
Spot AI-generated or edited claim photos, video and documents: visual red flags, metadata checks, context checks, AI detection and SIU escalation.
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Industry Analysis··9 min read
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.
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Product··8 min read
Top Deepfake Detection Tools for Insurance in 2026
An unranked 2026 landscape of deepfake and media-fraud tools insurers evaluate, with each vendor's documented capabilities checked in September 2026.
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Insurance Fraud··8 min read
Insurance Fraud Detection Software: What Insurers Need in 2026
A 2026 buyer's guide to insurance fraud detection software: must-have features from deepfake detection to forensic reports and claims integration.
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Industry Analysis··6 min read
Deepfake Detection Tools Compared: What Works for Insurance Claims
Compare the four categories of deepfake detection tools against what insurance claims need: media coverage, forensic output, integration, and testing.
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Industry Analysis··7 min read
Insurance Fraud ROI Calculator: Quantifying the Value of Deepfake Detection
A step-by-step model for the return on deepfake detection in insurance, with sourced baselines and clearly labeled assumptions you can replace.
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Industry Analysis··6 min read
Insurance Fraud Statistics 2026: Verified Data by Country and Line
Sourced insurance fraud statistics for 2026: US, UK and Australian fraud costs, fraud by line, and AI and deepfake fraud data, each linked to its source.
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Insurance Fraud··7 min read
The True Cost of Deepfake Fraud in Insurance: A Data-Driven Analysis
How much could deepfake fraud cost insurers? The verified baseline, the AI accelerants, and a transparent model of the added exposure in US P&C.
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Industry Analysis··6 min read
Deepfake Fraud Statistics 2026: Verified AI Fraud Data for Insurers
Sourced deepfake and AI fraud statistics for 2026: growth, losses, voice cloning, human detection rates and regulation, each linked to its original source.
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Industry Analysis··7 min read
Insurance Deepfake Fraud Incidents: A Growing Timeline
A dated, sourced timeline of deepfake and AI-generated fraud incidents, alerts and research relevant to insurance, from 2022 to 2026.
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Product··6 min read
Shift Technology Fraud Detection and deetech™: How They Fit
Shift Technology scores claims, entities and networks and flags document fraud. Here is where a dedicated media-authenticity layer like deetech™ fits in.
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Product··6 min read
FRISS and deetech™: Fraud Scoring Plus Media Authenticity
FRISS scores claims, networks and underwriting risk, and its Media Check screens images and PDFs. Here is how deetech™ adds a dedicated media layer.
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Product··5 min read
deetech™ vs Reality Defender: Deepfake Detection for Insurers
How deetech™ and Reality Defender compare for insurance claims: evidence types, document checks, reports, case workflow, deployment and pricing.
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Product··5 min read
deetech™ vs Sensity AI: Which Is Better for Insurance Claims?
deetech™ vs Sensity AI for insurance claims: a forensic-investigation heritage versus an insurer-first workflow for photos, documents, audio and video.
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Product··8 min read
Enterprise Deepfake Detection for Insurers: What to Require
What insurers should require from enterprise deepfake detection: claims media coverage, forensic reports, integration, scale, deployment and security.
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Product··6 min read
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.
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Product··7 min read
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.
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Deepfake Detection··8 min read
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.
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Product··6 min read
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.
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Insurance Fraud··7 min read
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.
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Deepfake Detection··8 min read
Why Forensic-Only Workflows Aren't Enough for Insurance Claims
Claims need screening at scale, not just deep forensic analysis of a few files. Why forensic-only workflows leave most claims media unchecked.
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Insurance Fraud··7 min read
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.
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Insurance Fraud··8 min read
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.
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Insurance Fraud··8 min read
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.
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Claims Investigation··7 min read
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.
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Industry Analysis··10 min read
Insurance Fraud in the Age of Generative AI: A Board-Level Briefing
A board briefing on generative AI fraud in insurance: the threat, an illustrative exposure model, the regulatory picture, and questions directors should ask.
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Industry Analysis··8 min read
The Insurer's AI Arms Race: When Fraudsters Use Better AI Than You
Fraudsters iterate on generative AI faster than insurers update defenses. How the detection-evasion cycle works, and why layered detection holds up.
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Deepfake Detection··9 min read
How Deepfake Detection Tools Work (and How to Choose One)
How deepfake detectors analyze images, video, audio and documents, why lab accuracy drops on real media, and what to check before you choose a tool.
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Compliance··9 min read
Could Insurers Face Liability for Missing Deepfake Fraud?
A balanced look at insurer exposure over deepfake fraud: board oversight duties, regulator expectations, and the bad-faith risk of wrongly denying claims.
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Deepfake Detection··9 min read
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 how to respond.
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Deepfake Detection··7 min read
The Lab-to-Production Accuracy Gap: Why 95% Doesn't Mean 95%
Why deepfake detectors that score 95% on benchmarks can fail on real-world media: compression, domain shift, new generators, bias, and how to test.
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Deepfake Detection··14 min read
How AI-Generated Property Damage Photos Fool Claims Systems: A Technical Analysis
How AI-generated property damage images differ from real photos: pixel, frequency-domain, compression and metadata signatures, and how detection works.
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Deepfake Detection··8 min read
AI Media Authentication: How to Verify Real vs. AI Content
How to tell if a photo, video, recording or document is real: provenance (C2PA and watermarks), deepfake detection, and verification, and their limits.
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Claims Investigation··7 min read
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.
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Claims Investigation··8 min read
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.
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Claims Investigation··8 min read
Fake Repair Estimates and Invoices: How AI Is Forging Insurance Documents
AI-generated repair quotes, contractor estimates and edited receipts are reaching insurance claims. How they're made and how claims teams detect them.
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Deepfake Detection··9 min read
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.
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Insurance Fraud··11 min read
Post-Disaster Insurance Fraud: How AI-Generated Evidence Exploits Catastrophe Events
How AI-generated photos and documents exploit disaster claims, what past catastrophes in the US and Australia teach, and the evidence checks that work.
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Insurance Fraud··7 min read
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.
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Insurance Fraud··7 min read
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.
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Insurance Fraud··7 min read
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.
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Industry Analysis··7 min read
How Australian Insurers Are Fighting Deepfake Fraud
Australian insurers and deepfake fraud: APRA and ASIC expectations, local fraud figures, the ICA's counter-fraud work, and practical steps for claims teams.
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Compliance··9 min read
APRA's Expectations for AI Fraud Detection in Insurance: A Compliance Guide
How APRA's prudential standards — CPS 230, CPS 234, CPS 220 and CPG 235 — and its 2026 AI letter apply to insurers using AI deepfake and fraud detection.
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Deepfake Detection··8 min read
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.
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Deepfake Detection··9 min read
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.
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Deepfake Detection··8 min read
Voice Cloning Detection: How It Works, Tools and Defenses
How voice clones are made, how detectors spot synthetic speech, and a layered defense for calls and recordings, with current fraud data.
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Product··8 min read
Claims Management Fraud Detection: Integrating AI Into Your Workflow
How to connect AI deepfake detection to Guidewire, Duck Creek and other claims platforms: API calls, webhooks, workflow triggers and a rollout checklist.
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Claims Investigation··7 min read
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.
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Claims Investigation··8 min read
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.
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Claims Investigation··8 min read
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.
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Claims Investigation··11 min read
Claims Surge Analysis: Detecting Coordinated Deepfake Fraud After Natural Disasters
A reference architecture for surge-claims analysis: temporal, geographic, image, metadata, financial and network signals of coordinated deepfake fraud.
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Deepfake Detection··7 min read
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.
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Deepfake Detection··7 min read
Document Tampering Detection: How AI Spots Forged Documents
How document tampering detection works: file structure, edit history, arithmetic checks, OCR and pixel forensics for forged or altered PDFs and scans.
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Deepfake Detection··8 min read
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.
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Deepfake Detection··8 min read
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.
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Compliance··8 min read
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.
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Compliance··10 min read
EU AI Act Impact on Insurance Fraud Detection Technology
How the EU AI Act classifies insurance fraud and deepfake detection, the Digital Omnibus timeline, deployer duties, and where GDPR still applies.
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Compliance··10 min read
Insurance Fraud Reporting Obligations: When AI Detects a Deepfake
What happens legally when AI flags a possible deepfake in a claim: reporting duties in the US, Australia, EU and UK, privacy limits and false-positive risk.
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Compliance··8 min read
NAIC Model Bulletin on AI in Insurance: What It Means for Deepfake Detection
The NAIC AI Model Bulletin, its adoption across 25 states and DC, state AI rules, and a compliance checklist for insurers using AI deepfake detection.
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Compliance··8 min read
State Insurance Fraud Reporting Requirements: A Compliance Guide
US state insurance fraud reporting duties, deadlines and fraud bureaus, and how AI media detection supports the SIU investigations behind each referral.
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Compliance··9 min read
The Ethics of AI Fraud Detection in Insurance: Balancing Accuracy and Fairness
Bias in deepfake detection models, the harm false positives do to honest claimants, regulators' fairness expectations, and a practical ethics framework.
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Industry Analysis··8 min read
Building an AI-Powered Fraud Prevention Program for Your Insurance Company
A strategic guide for insurance executives on AI fraud prevention: organizational readiness, technology selection, rollout, change management and metrics.
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Compliance··9 min read
Forensic Reports That Hold Up to Expert Scrutiny
What makes a deepfake forensic report defensible in insurance fraud cases: FRE 702, s79 expert evidence, CPR Part 35, and why bare AI scores fall short.
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Deepfake Detection··7 min read
Injection Attacks: The Insurance Fraud Threat Claims Teams Overlook
How injection attacks bypass cameras to insert synthetic media into insurance claims pipelines, why content-only checks can miss them, and how to defend.
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Claims Investigation··8 min read
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.
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Deepfake Detection··12 min read
Deepfake Detection FAQ for Insurance Companies
42 questions insurers ask about deepfake detection: accuracy, false positives, claims-system integration, admissibility, pricing and pilots.
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Deepfake Detection··13 min read
Insurance Fraud Glossary: AI and Deepfake Terms Explained
An A-Z glossary of 39 AI, deepfake and digital forensics terms every insurance professional needs in the age of synthetic media.
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Industry Analysis··7 min read
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.
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