Roots scored 99% for claims accuracy Mistral AI reached 62%
Roots scored 93% for underwriting accuracy GPT 4.1 only 67%
Roots scored 93% for underwriting accuracy Gemini 2.5 Flash got 83%
Roots Outperforms General Knowledge LLMs
98%+ Accuracy Guaranteed
Claims Extraction Benchmark Results
Roots AI models top OpenAI and Mistral across all key insurance fields, showing a considerable advantage with a confidence threshold.
Underwriting Extraction Benchmark Results
Roots AI models outperform state-of-the-art GPT, Gemini, and Deepseek models across key underwriting extraction fields.
Loss Run Extraction Benchmark Results
Roots AI models beat commonly used frontier, state-of-the-art models across key loss run insurance data extraction fields.
Data Extraction Category
GPT4.1
Deepseek-r1
Gemini-2.5-flash
Roots
Data Field
Indemnity Paid
Financials
65
83
74
Total Incurred
Financials
66
52
71
Recoveries
Financials
52
64
71
Paid Medical
Financials
44
74
74
Medical Reserves
Financials
44
59
64
Indemnity Reserves
Financials
63
70
74
Total Paid
Financials
67
85
78
Total Reserve
Financials
59
69
81
Allocated Expenses Paid
Financials
86
84
Allocated Expense Reserves
Financals
76
55
Claimant Name
General
80
90
Date of Incident
General
80
89
Claim Reported Date
General
83
89
82
Claim Number
General
45
43
61
Line of Business
General
76
95
95
Carrier
General
75
88
93
Policy Number
General
65
81
91
Policy Year
General
78
94
Status
General
57
88
68
Accident State
General
88
90
96
Claimant Closed Date
General
72
89
85
Accident Description
General
54
60
77
Key Features of InsurGPT™
Trained on Millions of Insurance-Specific Data Points
InsurGPT™ is fine-tuned using millions of proprietary insurance documents, parameters, and business processes, giving it a deep understanding of the language and complexities of the insurance industry.
Patented Human-in-the-Loop (HITL) Capabilities
The system incorporates real-time human oversight, allowing subject matter experts to intervene when necessary, ensuring data accuracy and process control.
Reduced False Positives & Hallucinations
Unlike generic AI models, InsurGPT™ significantly reduces errors and hallucinations, ensuring more reliable outputs.
Enterprise-Ready & Compliant
InsurGPT™ is built for enterprise-scale operations with robust security, including SOC2-Type 2, ISO27001, CCPA, GDPR, HIPAA, and NYCRR 500 compliance.
.png?width=300&name=accuracy%20(1).png){kind=icon}
Improved Accuracy
Achieve over 98% accuracy in interpreting complex insurance documents and data.
AI & Human Collaboration
With built-in Human-in-the-Loop capabilities, InsurGPT™ combines the power of AI with the oversight of industry experts, ensuring the highest levels of control and precision.
Compliance & Security Built In
Trust in InsurGPT™’s enterprise-level security with industry-standard certifications, protecting sensitive data and ensuring compliance.
Our Commitment to Responsible AI
Insurers must prioritize fairness and transparency to make unbiased, fact-based AI decisions. Roots simplifies this with an ethical AI framework based on eight core principles, ensuring explainable decisions, strong data protection, and ongoing improvement to maintain trust and compliance.
Roots’ AI Research and Development
Roots is dedicated to AI research that yields practical solutions. Our work emphasizes advanced post-training methods and reasoning capabilities, enabling AI models to simplify complex operations, make business processes more effective, automate routine tasks, and improve decision-making.