Insurance
US insurance is the first surface Phidea covers. The software that runs claims, underwriting, and distribution has three layers, lived through in different carriers at different speeds: what used to run the work, what modernised around 2005, what the AI-native wave is replacing now. The pages below map that layering and rank the visible options.
Stack maps
- The US Claims Stack — legacy, modern, AI-native
What US carriers run to receive, triage, estimate, and resolve claims, arranged by the generation of each tool in the workflow. The map is honest about the gaps: AI-native is not always better than modern; modern has sometimes not arrived yet; legacy is still doing most of the work in most places.
- The US Underwriting Stack — legacy, modern, AI-native
What US carriers run to price risk, bind policies, and manage the book. The stack has a firm modern incumbent in Guidewire and Duck Creek for policy administration, a modern-to-AI-native transition in progress at the rating layer, and an AI-native entrant redefining how submissions get triaged.
Top-scored tools
Highest scoring tools under the Phidea methodology. Scoring uses public signals only.
- #1 · modern · data-platform
LexisNexis Risk Solutions
risk.lexisnexis.com ↗Data and analytics platform serving 99% of US personal auto and home insurers with loss history, prior policy verification, motor vehicle records, and underwriting intelligence across auto, home, commercial, and life lines.
16/2080% - #2 · modern · document-processing
Hyperscience
www.hyperscience.com ↗Intelligent document-processing platform that extracts structured data from claims forms, medical records, police reports, and underwriting submissions — regardless of format or scan quality. Named a Leader in the 2025 Gartner Magic Quadrant for IDP.
15/2075% - #3 · modern · crm-distribution
Vertafore AMS360
www.vertafore.com/products/agency-management-software/ams360 ↗Cloud-based agency management system for independent insurance brokers and agents; centralizes policy, accounting, compliance, document management, and client communications.
11/1573% - #4 · modern · policy-admin
Majesco
www.majesco.com ↗Cloud insurance software across P&C core suite (Policy, Billing, Claims), L&A and group core suite, and digital engagement. Acquired by Thoma Bravo in 2020 at $16/share ($729M); subsequently acquired ClaimVantage to extend into L&A and group.
14/2070% - #5 · ai-native · fraud-detection
Shift Technology
www.shift-technology.com ↗AI platform for insurers focused on claims fraud detection, claims automation, subrogation, and financial-crime detection. 100+ customers across 25 countries; 2 billion claims analysed.
13/2065%
Latest
All news →- ·usFederato raises $100M Series D led by Goldman Sachs Alternatives
Federato closed a $100M Series D led by Growth Equity at Goldman Sachs Alternatives, bringing total funding to roughly $180M and placing the company among the best-capitalised AI-native underwriting workstations.
- ·usSixth Circuit upholds class certification in Brewer v. State Farm over CCC ONE total-loss valuations
The US Sixth Circuit affirmed class certification in Brewer v. State Farm, allowing a class of vehicle owners to proceed against State Farm's use of CCC ONE's proprietary total-loss valuation methodology.
- ·globalHyperscience named a Leader in the first-ever Gartner Magic Quadrant for IDP
Hyperscience sits in the Leaders quadrant of the first Gartner Magic Quadrant dedicated to Intelligent Document Processing, positioned furthest to the right on Completeness of Vision.
Recent essays
- 2026-04-21Legacy, modern, AI-native in US insurance software: a three-generation classification
Every piece of software a US carrier runs falls into one of three generations: legacy, modern, or AI-native. The classification is not marketing — it predicts how hard a migration is, how much retraining an ops team needs, and whether buying "AI-native" today means buying brittleness.
- 2026-04-21The missing modern rung: why no SaaS vendor owned FNOL intake before the AI-native wave arrived
Most insurance technology follows a ladder: legacy, then modern SaaS, then AI-native. FNOL intake skips a step. The modern rung never formed as a standalone category, so a US carrier moving off legacy in 2026 lands directly on AI-native platforms like Hi Marley and Tractable.