
Comparing Generative AI for Fraud Detection: VAE, GAN, and Diffusion in Auto Insurance
New research shows diffusion-based AI models paired with SMOTE and XGBoost outperform other methods in detecting auto insurance fraud.
November 5, 2025
Auto
Fraud
Insurance Industry
Technology

Cybersecurity Staff Accused in BlackCat Ransomware Attacks on U.S. Companies
Federal charges allege insiders from two cybersecurity firms helped deploy ransomware on healthcare and tech companies, extorting millions in crypto.
November 5, 2025
Fraud
Insurance Industry
Risk Management
Technology

AI-Driven Cyber Threats to Boost Cyber Insurance Premiums by 15 Percent in 2026
Forrester Research predicts AI adoption will fuel higher cyber insurance premiums and reshape insurer expense ratios in 2026. Carriers must adapt as risk complexity and automation pressures mount.
November 5, 2025
Legislation & Regulation
Risk Management
Technology
Underwriting

Winter Water Claims Surge: How Agents Can Prevent Frozen Pipe Losses
Frozen pipe claims cost insurers thousands each winter. Agents equipped with smart tech tools can curb losses and preserve client coverage.
November 5, 2025
Insurance Industry
Property
Risk Management
Technology

Critical Data Elements Reshape Insurance Data Strategy
Insurers are ditching blanket governance for a sharper focus on Critical Data Elements that directly impact business outcomes and decision-making.
November 5, 2025
Insurance Industry
Legislation & Regulation
Risk Management
Technology

Freight Brokers Targeted in Sophisticated Cyber Cargo Theft Schemes
Hackers are exploiting logistics tech to bid on and steal real freight shipments, costing companies millions and disrupting supply chains.
November 3, 2025
Auto
Fraud
Risk Management
Technology

Underwriting Gets Faster and Smarter with AI and API-Driven Tools
MGA underwriters are turning to AI, APIs, and automation to speed up quotes, reduce busywork, and adapt to increasingly complex risks like crypto, EV infrastructure, and IoT.
November 3, 2025
Insurance Industry
Risk Management
Technology
Underwriting

Caterpillar’s AI Push Fuels New Insurance Risks in Autonomous Equipment
As Caterpillar evolves into a tech-driven service provider, insurers must rethink policies for autonomous systems, cross-border operations, and software-based liabilities.
October 29, 2025
Legislation & Regulation
Liability
Litigation
Risk Management
Technology

CyberCube Estimates $38M to $581M in AWS Outage Losses with Limited Insurance Impact
A brief but widespread AWS outage affected over 70,000 organizations, but insurers expect minimal loss exposure due to short duration, reimbursements, and modeled risk expectations.
October 29, 2025
Catastrophe
Insurance Industry
Technology

Fragmented Claims Funds Drain Insurer Liquidity and Delay Payments
Outdated fund management slows claims payments, erodes profits, and hurts customer retention across the insurance value chain.
October 27, 2025
Catastrophe
Insurance Industry
Technology

Claims Processing Leads Insurance AI Adoption, Underwriting Lags Behind
A new report by Sollers Consulting finds that while artificial intelligence (AI) is becoming standard in claims processing, wide disparities exist in how insurance companies govern and scale these innovations.
October 20, 2025
Insurance Industry
Legislation & Regulation
Technology
Underwriting

AI-Powered Home ‘Digital Twins’ Aim to Revolutionize High-Risk Property Insurance
An MGA startup uses AI simulations to model catastrophe risks at the property level, targeting homes insurers often avoid. But what does it mean for claims handling?
October 17, 2025
Catastrophe
Property
Risk Management
Technology
California
Florida

Balancing AI Growth and Cybersecurity Risk in 2026 Insurance Planning
AI integration and cybersecurity threats both demand attention as carriers enter a critical planning phase. Striking the right balance is now a strategic imperative.
October 17, 2025
Insurance Industry
Technology

AI Uncertainty in Insurance: Coverage Gaps, Casualty Risks, and E&S Innovations
AI-native businesses push insurers to rethink liability forms and create new facilities as casualty risks evolve. Judgment and human expertise remain critical amid tech disruption.
October 16, 2025
Excess & Surplus Lines
Insurance Industry
Risk Management
Technology
California

Cyberattacks Surge 50% in UK as Big Brands Like Jaguar Land Rover Hit
Jaguar Land Rover, Marks & Spencer, and Co-op among top UK firms facing costly cyber incidents, with insurance and supply chain impacts rippling across sectors.
October 14, 2025
Insurance Industry
Risk Management
Technology



