workers comp claims analytics

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 guidance platform for disability, workers' compensation, auto casualty, and general liability claims. Ingests structured and unstructured claim data (medical records, adjuster notes, provider bills) to produce Next Best Action recommendations, intelligent summaries, and return-to-work predictions. New York-headquartered, founded 2019, acquired by CCC Intelligent Solutions (NASDAQ: CCCS) in January 2025 for ~$730M. Deployed at 7 of the top 15 US disability carriers.

traction

2/5

maturity

3/5

coverage

3/5

recognition

3/5

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 US small-commercial carrier writing workers' compensation as its primary line, with proprietary underwriting and pricing technology built to quote small businesses in minutes through independent agents.

traction

2/5

maturity

3/5

coverage

2/5

recognition

2/5