InsOps provides an on‑premise large language model trained exclusively on insurance data, enabling insurers to automate data operations such as PII/PHI masking, legacy data migration, and custom workflow integration without exposing sensitive information. The domain‑specific LLM understands policy codes, coverage rules, and claims logic, offering secure APIs that connect directly to core platforms like Guidewire and Duck Creek, reducing manual effort and compliance risk.
Funding
Funding not disclosed
Founders
Product
Problem
Insurers rely on generic AI models that lack domain knowledge, leading to misinterpretation of policy codes, coverage rules, and data structures. Deploying these models on external servers also forces sensitive PII/PHI to leave the insurer’s controlled environment, creating compliance and security risks. Integrating generic AI with core insurance platforms such as Guidewire or Duck Creek requires extensive custom development, adding cost and operational complexity.
Solution
InsOps delivers a large language model that is trained exclusively on insurance data and runs inside the insurer’s own infrastructure. By keeping the model on‑premise, all PII and PHI remain within the organization’s security perimeter. The domain‑specific LLM understands insurance terminology, policy structures, and claims logic, enabling accurate automation of data operations such as PII/PHI masking, legacy data migration, and custom workflow wrappers. Continuous validation and built‑in connectors allow seamless interaction with core systems without exposing data externally. This approach reduces manual effort, minimizes error‑related risk, and supports compliance while accelerating modernization initiatives.
Target Audience
Primary customers are property‑ and casualty insurers, health insurers, and reinsurance carriers that need to automate data‑intensive operations while maintaining strict data privacy and compliance.
Features
- On‑premise deployment of an insurance‑trained LLM, ensuring no sensitive data leaves the insurer’s environment
- Automated detection and masking of PII/PHI across policy, claims, billing, and operational datasets
- Legacy data migration wrapper that maps, transforms, and validates data movement into modern core systems (e.g., Guidewire, Duck Creek)
- Custom wrapper development capability for any insurer‑specific workflow not covered by pre‑built modules
- Domain‑aware language understanding that correctly interprets coverage codes, policy fields, and claims logic
- Seamless integration with existing insurance platforms through secure APIs and connectors