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The AI Patent Race in Insurance: A Complete Guide to How AIG, Quantiphi, and EXL Are Staking Competing IP Claims
Three companies, three IP strategies: AIG’s carrier patents for underwriting, Quantiphi’s vendor platform patents, and EXL’s 10-patent services company portfolio. 16 patents analyzed across document extraction, knowledge graphs, domain-specific LLMs, regulatory reporting, and property analytics.
Read the complete guide →AIG: Carrier IP Strategy (3 patents)
- Inside AIG’s Agentic AI Underwriting Machine
- What AIG’s Patents Mean for Carriers Building Their Own Systems
AIG vs. Quantiphi: Build vs. Buy
EXL: Services Company Portfolio (10 patents)
NAIC Pulls the Plug on the Investment Subsidiary RBC Category: What Life, P&C, and Health Filers Face
Swiss Re sigma 02/2026 Signals End of the E&S Boom as Admitted Markets Reassert
Hartford Q1 2026: Personal Lines Turnaround Faces Its Earned-Rate Test
IAIS Opens 2026 ICS Baseline Self-Assessment Across 18 Jurisdictions
2026 Crop Insurance RP Prices Settle Below Corn and Soybean Break-Evens
NCOIL Genetic Testing Model Act: What Life Underwriting Faces in Spring 2026
Milliman April 2026 PBI: PRT Buyout Cost Falls to 101.1% as Competitive Spread Widens to Three Points
UnitedHealth Q1 2026: 83.9% MBR Resets the Medical Trend Debate
NAIC C-2 Longevity Risk RBC Charge: Framework Takes Shape for PRT and Longevity Reinsurance
Florida Cat Fund Exodus: Seven Carriers Drop to the 45% Statutory Floor for the 2026 Contract Year
SOA FSA Flexible Pathway: What the March 2026 First Sitting Revealed
Munich Re Ambition 2030 Sets an 80% Combined Ratio as Reinsurance Price Floor
Gallagher Re April 2026 First View: Cyber Off 32%, Property Cat Off 20%, and the Softest April Since 2017
Medicare Part D 2026: Year-One Redesign Data Flips Key Actuarial Assumptions
NCCI 2026 State of the Line Preview: Reading the Comp Cycle Before AIS Orlando
Section 417(e) April 2026 Rates: Lump Sum Window Slams Shut on 2027 Elections
Florida Citizens May 2026 Depopulation Hits 184K: Takeout Economics, HB 837, and Startup Carrier Solvency
NAIC Indexed Annuity Illustrations: AG 49-B Reform Advances in Spring 2026
IAIS Targets FundedRe and Complex Assets in 2026 Global Capital Revamp
NAIC SVO Buckles Under Private Letter Rating Filing Surge: What CIOs and Actuaries Should Prepare For
Chubb Q1 2026 Earnings Preview: Can the 81.2% Combined Ratio Streak Survive the Cats?
CSU April 2026 Atlantic Hurricane Outlook: 13/6/2 Below-Average Call and the El Nino Reinsurance Read
IFRS 18 Arrives in 2027: Why Insurers Need 2026 Comparatives Now
Colorado AI Act: 73 Days Until the June 30, 2026 Insurance Deadline
Japan April 2026 Renewal: Double-Digit Property Cat Cuts and the Post-Antitrust Buying Reset
Progressive Q1 2026: 86.4 Combined Ratio, 9% PIF Growth, and the 12.5-Point Property Cat Load
LDTI's First Full Year for Non-Public Life Insurers in 2026
Verisk's 2026 Gen AI Exclusion Splits P&C AI Liability Coverage: Pricing Two Products on Thin Data
USPTO Automated Search Pilot Ends April 20: What It Means for Insurance AI Patents
Travelers Q1 2026: $325M Prior Year Release and the AY 2025 Uncertainty IBNR
California FAIR Plan's 35.8% Wildfire Rate Hike: Cat Models, Reinsurance Costs, and a Territory Dispersion Story
Brookfield-Just Closes as Milliman PFI Ends an 11-Month Streak: What Changes for PRT Pricing in 2026
NAIC Life RBC C-3 Field Test Targets New GOES Generator: What Changes for VA and FIA Capital
EIOPA Cuts 26% of QRTs: The Solvency II Reporting Reset for 2027
Allstate's $925M March Cat Bill Signals a Severe Convective Q1 Across the P&C Industry
CMS 2027 MA Final Rule Jumps to 2.48% vs. 0.09% NPRM: What Changed in Trend, Risk Score, and Stars
Agentic AI Patents: Why USAA Leads and Most Carriers Lag Behind
State Farm, USAA, and Allstate Hold 77% of Insurer AI Patents: What the Concentration Means
Morgan Stanley's $9.3 Billion AI Savings Forecast for P&C Insurers: A Carrier-by-Carrier Breakdown
NAIC Weighs Jump From AI Bulletin to Enforceable Model Law: 33 Comment Letters Reveal the Fault Lines
Iran War Reshapes Specialty Reinsurance Pricing: Marine, Aviation, and Political Violence in a Two-Speed Market
Guidewire PricingCenter Tests the Actuarial Build vs. Buy Decision
Cat Bond Market Hits $63.9 Billion as Pension Funds Scale Up: Q1 2026 in Full
AIG Deploys LLM Agents at Lloyd’s via Palantir Foundry: Syndicate 2479 and the $4B E&S Bet
Chubb Plans 20% Headcount Cut in Multi-Year AI Push: What It Means for Actuaries
Munich Re Cuts Retrocession 61% and Scraps All Sidecar Programs for 2026
Verisk Synergy Studio Rewrites the Cat Modeling Playbook: Cloud Architecture, Competitive Dynamics, and What It Means for Pricing Actuaries
SOA Job Analysis Survey May Reshape the ASA Credential Around AI Skills
Swiss Re AGM 2026: The USD Pivot, Transformation Hire, and Board Signals Every Reinsurance Actuary Should Read Together
AG 55 First Filing Hits: What Life Actuaries Learned
NAIC Proposes Third-Party AI Vendor Registry for Insurers: Supply-Chain Oversight Comes to Insurance AI
USPTO Section 101 Reset: What Changed and Why It Matters for Insurance AI Patents
NAIC AI Evaluation Pilot Launches Amid Industry Pushback
Florida “Two Clocks” Ruling Rewrites Workers’ Comp Statute of Limitations
The AI Patent Race in Insurance: A Complete Guide to How AIG, Quantiphi, and EXL Are Staking Competing IP Claims
EXL’s 10 AI Patents: How a $2 Billion Services Company Is Building Insurance’s AI Infrastructure
Inside EXL’s Insurance LLM Patent: Domain-Specific AI for Claims, Regulatory Reporting, and Property Risk
From Unstructured Documents to Knowledge Graphs: EXL’s Data Ingestion Patents and What They Mean for Insurance Operations
The Bermuda Triangle Tightens: How War Losses, Private Credit Stress, and Emerging Market Risk Are Squeezing Bermuda Reinsurers
The CAS AI Primer Falls Short: What Practicing Actuaries Actually Need
Actuarial Week in Review: April 6 to April 10, 2026
Actuarial Week in Review: March 30 to April 3, 2026
Aviva’s AI Strategy: From ChatGPT Quotes to Actuarial Agents, How the UK’s Largest Diversified Insurer Is Deploying AI Across the Value Chain
Amazon Tax Dispute Triggers Rare $300M-$400M Transaction Liability Insurance Loss
Inside AIG’s Agentic AI Underwriting Machine: How Palantir, Claude, and 4 Million Data Points Are Rewriting Commercial Insurance
What AIG’s First AI Underwriting Patent Reveals About How It Processes 370,000 E&S Submissions
AIG’s Second AI Patent Is a Blueprint for LLM Auditability in Insurance Underwriting
AIG’s Third AI Patent Tackles the Hardest Problem in Insurance Document Processing: Multi-Table Spreadsheets
What AIG’s AI Underwriting Patents Mean for Carriers Building Their Own Systems
The AI Patent Race in Insurance Underwriting: How AIG and Quantiphi Are Building Competing IP Moats
Actuarial Week in Review: March 23 to March 27, 2026
Five Takeaways From Chubb CEO Evan Greenberg's 2025 Shareholder Letter
The AI Governance Gap in Actuarial Practice: When Management Moves Faster Than Standards
Actuarial Week in Review: March 16 to March 20, 2026
Actuary Ranked Among Best Jobs in America for 2026 — Here's What That Actually Means
AI in Actuarial Science 2026: How Machine Learning, Generative AI & Automation Are Transforming the Profession
Actuarial Standards of Practice (ASOPs) 2026 Update: The Busiest Standard-Setting Cycle in a Generation
ESG & Climate Disclosure for Insurers 2026: Navigating the Fragmented Regulatory Landscape
Insurtech Landscape 2026: From Disruption Hype to Insurance Infrastructure
Predictive Analytics in Insurance Underwriting 2026: From GLMs to Agentic AI
Private Equity in Insurance 2026: The $800 Billion Transformation of Life & Annuity
LDTI / ASU 2018-12 in 2026: How Long-Duration Targeted Improvements Are Reshaping Life Insurance Accounting
IFRS 17 Implementation in 2026: The $20 Billion Accounting Revolution Reshaping Global Insurance
Social Inflation & Litigation Trends 2026: The $529 Billion Challenge Reshaping Casualty Insurance
Cyber Insurance Market 2026: Actuarial Challenges, Market Dynamics & the Road Ahead
Reinsurance Market 2026: Record Capital, Softening Rates, and the New Competitive Landscape
Cat Bonds & ILS Market 2026: Record Issuance, Tightening Spreads, and What Actuaries Need to Know
Long-Term Care Insurance in 2026: $100B+ in Reserves, 100+ Carrier Exits, and the Actuarial Reckoning
ACA Marketplace 2026: Subsidy Cliff, Enrollment Shock, and What Actuaries Need to Know
Insurance Workforce Crisis & Actuarial Talent Gap 2026: The 400,000-Person Exodus Reshaping the Industry
CAS Actuarial Exam Pathway 2026: Complete Guide to ACAS, FCAS, and What's Changed
Climate Risk and Catastrophe Modeling in 2026: How $107 Billion in Losses Is Reshaping Actuarial Practice
SOA Actuarial Exams in 2026: Complete Guide to the New FSA Pathway, ASA Requirements, and What's Changed
The $461 Billion Annuity Boom: What Record Sales Mean for Life Actuaries in 2026
AI Regulation in Insurance 2026: The NAIC Model Bulletin, State Adoption, and the Federal Preemption Battle
Retirement and Pension Actuarial Outlook 2026: Record Funding, SECURE 2.0, and the De-Risking Crossroads
The P&C Market Cycle in 2026: From Hard Market to Segmented Softening
Medicare Advantage in 2026: What Actuaries Need to Know About the Market Shakeup
The Insurance Talent Crisis: 400,000 Workers Retiring and What It Means for Actuarial Careers
Python, BigQuery, and Docker in the Actuarial Workflow: A Practical Guide
Reinsurance in 2026: A Complete Guide for Actuarial Students
Actuarial Salary & Compensation Guide 2026: What Actuaries Really Earn by Career Stage, Credential & Practice Area
SOA vs. CAS in 2026: Which Actuarial Track Should You Choose?
AI Underwriting Adoption Expected to Jump from 14% to 70%: What It Means for Actuaries
Complex Assets Backing Insurance Reserves: CLOs, Private Credit, and RBC Implications
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