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Practice Area · AI in Actuarial Science

AI in Insurance

Daily intelligence on AI deployment in insurance — what carriers are actually putting into production, where the vendor accountability gap is, and how regulation is shaping the build-vs-buy question.

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AI in Insurance

Everest Group: Decision Intelligence Now Defines P&C Tech Vendor Differentiation

Everest Group ranked 38 vendors across the $16-18B P&C tech ecosystem. With 58% of AI use cases in claims and 46% in underwriting, decision intelligence defines vendor differentiation.

By Shruti · 13 min read · Jun 10
AI in Insurance

Aerial Imagery AI Draws Regulatory Bulletins in 13 States

Thirteen state insurance departments issued bulletins governing aerial and satellite imagery AI in homeowners underwriting. Mapping the cosmetic-vs-structural standard and dispute requirements.

By Shruti · 12 min · Jun 10
AI in Insurance

Akur8's Matrisk Acquisition Builds the First End-to-End Actuarial AI Platform

Akur8's three acquisitions in 15 months create an actuarial AI platform spanning pricing, reserving, and filings intelligence. Build-vs-buy analysis for mid-market P&C carriers.

By Shruti · 14 min · Jun 9
Actuarial Tech

CAS Funds $80K to Fine-Tune LLMs for P&C Actuarial Reasoning: What the Dual RFP Means for the Profession

The CAS AI Working Group is funding two research tracks totaling $80K to adapt LLMs for P&C actuarial logic, from fine-tuning for reserve analysis to processing unstructured claims data.

By Shruti · 12 min · Jun 9
Actuarial Tech

Insurers Bet on Domain-Trained AI Over General-Purpose LLMs: The Technical and Economic Case

Former XL CEO McGavick argues domain-trained models outperform general-purpose LLMs for insurance. Analysis of mea Platform, Akur8, EXL, CAS research, and the $32B efficiency case.

By Shruti · 13 min · Jun 9
On the Wire Jun 10
  1. Gallagher Re calls for improved AI model assessment methods to support insurance risk pricing
    Reinsurance News · 8h ago
  2. Adaptive Insurance Selects ZestyAI to Enhance Storm Risk Underwriting and Rating
    Insurance Innovation Reporter · Yesterday
  3. INSTANDA launches AI-powered underwriting platform to streamline complex insurance workflows
    Insurtech Insights · 2d ago
  4. Affordability, AI, and PBM Reform Set to Reshape Employer Benefits
    Risk & Insurance · Yesterday
  5. What AI deepfakes mean for the future of commercial insurance
    Digital Insurance · Yesterday
View all AI headlines→

Carrier Deploys What's actually in production this quarter

Full tracker →
This quarter 14 top-25 carriers disclosed material AI production deployments in Q1. Claims triage, fraud, and underwriter-copilot dominate; agentic remains a 2026/27 story for most.
Allstate · ALLIE
Liveprod
Agentic
Proprietary stack
Progressive · UW Copilot
Liveprod
Anthropic
Personal auto
Chubb · Claims Triage
Pilotstage
OpenAI
Commercial property
Travelers · Fraud
Liveprod
In-house
Personal lines

Disclosures from earnings calls, 10-Q filings, and vendor press releases. Live indicates production deployment, not pilot.

Standards & Society SOA, CAS, and regulator activity on AI

All AI standards →
May 24
Research
SOA & CAS publish updated AI competence ladder for actuarial credentialing — ASA / ACAS curricula impact by 2027
SOA / CAS Joint AI Task Force
May 23
Regulator
NAIC AI working group circulates draft governance bulletin for state adoption
NAIC AI/ML Working Group
May 21
Webinar
"What 'governance of record' actually means in 2026" — June 19, 1pm ET, free
CAS Continuing Education
May 19
Standards
Exposure draft on model risk for AI-augmented pricing methods now open for comment
Actuarial Standards Board

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