loss ratio prediction

AI-native actuarial pricing and reserving platform. Machine-learning models automate the GLM pipeline actuaries used to build in SAS or R, with interpretability and regulatory-filing outputs shipped in the product. $120M Series C at a $400M valuation in September 2024.

traction

2/5

maturity

3/5

coverage

4/5

recognition

2/5

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 claims intelligence platform for workers' compensation, auto, and general liability. Predictive models for triage, provider scoring, litigation risk, and fraud detection across the full claims lifecycle.

traction

2/5

maturity

4/5

coverage

3/5

recognition

1/5

AI-native predictive analytics platform for life insurance and annuities. Scores in-force books for lapse likelihood, policyholder behaviour and cross-sell propensity; named deployments at Guardian Life and Pacific Life, with distribution through iPipeline, SCOR/ReMark and NTT DATA. Israel-founded (2016), Gartner Cool Vendor in Insurance 2019.

traction

2/5

maturity

4/5

coverage

1/5

recognition

3/5