phidea

catastrophe risk pricing

Ranked comparison

3 tools covered · methodology
  1. #1 · ai-native · risk-imagery

    ICEYE

    www.iceye.com
    13/20
    65%

    Finnish-headquartered operator of the world's largest commercial synthetic-aperture radar (SAR) satellite constellation, delivering near-real-time flood, wildfire, hurricane, and earthquake damage data to insurers, reinsurers, and brokers for parametric triggers and catastrophe claims verification. SAR's all-weather, day-or-night imaging is the capability optical imagery cannot match.

    traction
    3/5
    maturity
    4/5
    coverage
    4/5
    recognition
    2/5
  2. #2 · ai-native · risk-imagery

    Zesty.ai

    zesty.ai
    11/20
    55%

    AI-native property risk intelligence platform specialising in wildfire and catastrophe risk scoring for US homeowners and commercial carriers. Z-FIRE, its wildfire model, was the first AI-based rating model approved by the California Department of Insurance (June 2021) and now covers carriers insuring roughly 40% of the California homeowners market, alongside Z-HAIL, Z-WIND, and Z-STORM for severe convective storm perils.

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

    Kin Insurance

    www.kin.com
    8/20
    40%

    AI-native, direct-to-consumer US homeowners carrier operating reciprocal exchanges in Florida and other catastrophe-exposed states, pricing hurricane and wildfire risk at property level from thousands of data signals.

    traction
    1/5
    maturity
    4/5
    coverage
    1/5
    recognition
    2/5