property risk assessment
Ranked comparison
- 11/2055%
AI-native property intelligence built on geospatial imagery and computer vision. 50+ insurance and real-estate subscription customers; acquired by Moody's in January 2025 to feed the rater's broader risk-analytics platform.
- traction
- 3/5
- maturity
- 4/5
- coverage
- 2/5
- recognition
- 2/5
- 11/2055%
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
- 11/2055%
AI-native self-service property inspection platform. Policyholders scan their own home or commercial building with a smartphone camera; Flyreel's computer-vision Property Assistant guides them through a structured walk-around and automatically extracts hazards, features, materials, and risk signals for P&C underwriting and claims. Founded 2016 in Denver by Cole Winans; raised ~$18M pre-acquisition; acquired by LexisNexis Risk Solutions in June 2022 and relaunched as LexisNexis Flyreel with commercial (2024) and claims (2025) extensions.
- traction
- 3/5
- maturity
- 4/5
- coverage
- 2/5
- recognition
- 2/5
- 11/2055%
Weather-first risk and quality analytics platform for US insurance carriers. Built by the 2018 merger of Weather Analytics (atmospheric data science, founded 2012) and Athenium Inc. (insurance QA software, founded 1997); headquartered in Dover, New Hampshire; majority-owned by Hale Capital Partners since November 2024. Reports 60+ carrier customers and 60,000+ seats across its teamthink / GaugeQuality audit suite and its weather, hurricane, and IRIS aerial-imagery products.
- traction
- 2/5
- maturity
- 4/5
- coverage
- 3/5
- recognition
- 2/5
- 9/2045%
AI-native property intelligence and risk-management platform for insurers. Applies computer vision to aerial and ground imagery for underwriting, inspection, and claims workflows. Acquired by Nearmap in December 2023; both products now sit inside the Thoma Bravo property-intelligence portfolio.
- traction
- 1/5
- maturity
- 4/5
- coverage
- 2/5
- recognition
- 2/5