Generic LLMs are for Information.
InsOps' LLM is for Insurance Operations.
About InsOps
The Insurance-Trained AI LLM
The Insurance-Trained AI LLM
The Insurance-Trained AI LLM
InsOps’ AI Small Language Model (SLM), LiLaGPT is similar to generic LLMs like ChatGPT but it's trained on Insurance data.
Beyond understanding information, it integrates with the InsOps product suite to automate insurance workflows and anonymize sensitive data that's part of these workflows.
InsOps’ AI Large Language Model (LLM), LiLaGPT is similar to generic LLMs like ChatGPT but it's trained on Insurance data.
Beyond understanding information, it integrates with the InsOps product suite to automate insurance workflows and anonymize sensitive data that's part of these workflows.
The Problem We're Tackling
Generic AI Creates Risk for Insurers
Generic AI lacks the domain logic that governs insurance data, so it cannot interpret relationships, rules, or context accurately. This leads to outputs that are often incorrect or non-compliant.
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Generic AI Is Not Trained on Insurance Data or Business Logic
General-purpose models lack understanding of insurance schemas, relationships, and rules, leading to incorrect interpretations and unreliable outputs.

Stage 1
Generic AI Is Not Trained on Insurance Data or Business Logic
General-purpose models lack understanding of insurance schemas, relationships, and rules, leading to incorrect interpretations and unreliable outputs.
Comprehensive Consultation
Project Roadmap

Generic AI Cannot Follow Insurance Rules Reliably
Insurance operations depend on strict logic, validations, and calculations. Generic AI cannot consistently apply these rules in regulated, production workflows.

Stage 2
Generic AI Cannot Follow Insurance Rules Reliably
Insurance operations depend on strict logic, validations, and calculations. Generic AI cannot consistently apply these rules in regulated, production workflows.

Generic AI Requires Moving Sensitive Data Outside the Environment
Most general-purpose AI models operate outside the insurer’s infrastructure, requiring PII and PHI to be transferred to external systems, which increases security and compliance risk.

Generic AI Requires Moving Sensitive Data Outside the Environment
Most general-purpose AI models operate outside the insurer’s infrastructure, requiring PII and PHI to be transferred to external systems, which increases security and compliance risk.
Validated by the Market
Validated by the Market
InsOps’ Large Language Model has been deployed in production to migrate, govern, and anonymize decades of sensitive insurance data without disrupting live operations.
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Our Results
Production-Proven with an Insurance Carrier
We helped Golden Bear Insurance modernize 40+ years of claims data from AS/400 to Guidewire ClaimCenter Cloud in just 6 months, while enforcing data accuracy, compliance, and in-environment anonymization.
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$1M+ Saved
Legacy systems retired, eliminating maintenance, duplication, and compliance overhead

Data Anonymization
Legacy systems retired, eliminating maintenance, duplication, and compliance overhead
16,000+ Records Anonymized per minute
Sensitive claims data anonymized directly within operational workflows

Workflow Automation
Sensitive claims data anonymized directly within operational workflows
$50M Worth of Claims Migrated
Live claims data migrated and anonymized mid-cycle with no impact to adjudication or payouts

Legacy Data Migration
Live claims data migrated and anonymized mid-cycle with no impact to adjudication or payouts
Customers
We Work With Leading Insurers
We've helped insurers accelerate data workflows, improve accuracy, and modernize operations
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FAQ
Frequently
Asked Questions
Have questions? Our FAQ section has you covered with
quick answers to the most common inquiries.
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What is an AI LLM?
How is an LLM different from a generic AI model?
What insurance workflows can the LLM support?
Is the InsOps platform compliant with insurance regulations?
Who is InsOps best suited for?
What is an AI LLM?
How is an LLM different from a generic AI model?
What insurance workflows can the LLM support?
Is the InsOps platform compliant with insurance regulations?
Who is InsOps best suited for?
Join Us Now
Invest in an LLM
That will become the ChatGPT for Insurance
Join us in simplifying data workflows, security, and compliance.
Join Us Now
Invest in an LLM
That will become the ChatGPT for Insurance
Join us in simplifying data workflows, security, and compliance.







