underwriting risk scoring

AI-native insurance analytics SaaS for US workers' compensation, group health (including medical stop-loss), and P&C. Sells risk-scoring models and claims-prediction products built on a proprietary data lake of tens of millions of policies and claims; deployed at The Builders Group, AmFed, Allied National, BTIS, Signal Mutual, Skyward Specialty, and others. Boston HQ, spun out of Milliman in 2018.

traction

3/5

maturity

3/5

coverage

3/5

recognition

2/5

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

AI-native data platform for commercial insurance underwriting. From a business name and address, Planck generates risk-relevant signals drawn from online images, text, public records, and reviews. Acquired by Applied Systems in a $300M deal.

traction

2/5

maturity

4/5

coverage

2/5

recognition

2/5

Risk digitisation and automation platform for commercial insurance. Gives brokers, insurers, and reinsurers programmatic control over how they receive, digitise, and decision inbound risk from trading partners. Acquired by Applied Systems in 2025.

traction

2/5

maturity

4/5

coverage

2/5

recognition

2/5

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