phidea

portfolio risk scoring

Ranked comparison

5 tools covered · methodology
  1. #1 · ai-native · underwriting-workstation

    Artificial Labs

    artificial.io
    11/20
    55%

    AI-native placement and underwriting platform for Lloyd's and specialty (re)insurance — digitises submissions, powers algorithmic smart-follow capacity, and manages portfolio triage inside a broker/carrier workstation.

    traction
    2/5
    maturity
    4/5
    coverage
    3/5
    recognition
    2/5
  2. #2 · ai-native · data-platform

    CyberCube

    www.cybcube.com
    11/20
    55%

    AI-native cyber risk analytics and catastrophe modelling platform for (re)insurers, brokers and ILS investors. Portfolio Manager is the de-facto third-party model behind the majority of cyber cat bonds; solutions used by 75% of the top 40 U.S. and European cyber insurers by GWP.

    traction
    2/5
    maturity
    4/5
    coverage
    2/5
    recognition
    3/5
  3. #3 · ai-native · underwriting-workstation

    Federato

    www.federato.ai
    10/20
    50%

    AI-native RiskOps platform unifying submission intake, underwriting decisioning, and portfolio management on one system. Pitched to carriers and MGAs as an alternative to stitching spreadsheets, PAS, and pricing engines.

    traction
    2/5
    maturity
    2/5
    coverage
    2/5
    recognition
    4/5
  4. #4 · ai-native · underwriting-workstation

    Descartes Underwriting

    descartesunderwriting.com
    9/20
    45%

    Paris-headquartered parametric MGA and underwriting-tech group writing climate, natural-catastrophe, cyber, and emerging-risk policies on behalf of tier-one carriers, with index-based payouts designed to settle within weeks.

    traction
    1/5
    maturity
    3/5
    coverage
    3/5
    recognition
    2/5
  5. #5 · ai-native · underwriting-workstation

    Sixfold

    www.sixfold.ai
    8/20
    40%

    AI brain for commercial underwriting. Automates and augments submission review so underwriters spend time on winnable risks; deployed in production at AXIS Capital, Zurich, Generali, Mosaic, and Skyward Specialty. $30M Series B (Jan 2026) with Guidewire and Salesforce Ventures participating.

    traction
    2/5
    maturity
    1/5
    coverage
    3/5
    recognition
    2/5