Roots (Roots Automation)
Insurance-specific LLM stack (InsurGPT) for document extraction across submissions, claims forms, medical records, and policy documents. Positions itself as the AI-native alternative to modern IDP platforms.
www.roots.ai ↗Score
- Traction (named carrier deployments)1 carrier deployment(s) with public source.
- 1/5
- Maturity (years since founding)8 years since founding (2018).
- 3/5
- Coverage (insurance lines supported)3 line(s) supported: auto, home, commercial.
- 3/5
- Analyst recognition (Celent / Gartner / Forrester / Everest / ISG)2 mention(s).
- 2/5
What it does
Roots is the AI-native IDP entrant for insurance. Founded in 2018 in New York by Chaz Perera and John Cottongim, it ships InsurGPT, a generative AI model fine-tuned specifically on insurance documents and workflows.
Funding. $57.4M raised, culminating in a $22.2M Series B in September 2024 led by Harbert Growth Partners, with MissionOG, Liberty Mutual Strategic Ventures, and Vestigo Ventures participating. Liberty Mutual's strategic involvement is the strongest publicly verifiable commercial signal; beyond that, Roots claims 35 US insurance clients and "three of the top five P&C carriers" but does not name them.
Where it sits on the AI-native rung. Hyperscience (modern, template + CNN + HITL) is the thing Roots is attacking. The pitch: insurance-tuned LLMs handle messier documents with less template work, hitting 98%+ accuracy per vendor communications. Whether that claim holds in carriers' actual production environments — vs Hyperscience's battle-tested enterprise muscle — is the open question for CIOs running a build-vs-migrate decision.
Honesty flag. The thin public sourcing on Roots' customer list is why its traction score is low here: we can only rank on what is publicly verifiable. A single named press-release investor relationship does not equal ten case studies. We would upgrade this fiche the moment a carrier-named case study is published.
Named deployments
- Liberty Mutual (US)PR Newswire
Known limitations
- Roots' most-cited customer claim — 'three of the top five P&C carriers' — is not supported by publicly named case studies. Treat carrier-adoption claims as directional until independently verified. (PR Newswire)