A proprietary, domain-trained large language model deployed inside your firewall. Your data. Your intelligence. Your sovereign edge.
Every query to a cloud LLM sends your proprietary underwriting guidelines, pricing models, and policyholder data outside your walls. One breach away from regulatory disaster.
ChatGPT doesn't know your table ratings, your illustration compliance rules, or the difference between a 1035 exchange and a Section 1035. Generic models hallucinate on insurance specifics.
If your AI comes from the same vendor as every other carrier's, you're paying for parity. The same tool. The same answers. The same commoditized intelligence.
No data leaves your firewall. Abrient's sovereign LLM connects your internal systems to domain intelligence — without the risks of commercial AI.
Abrient deploys a domain-trained LLM inside your firewall — fine-tuned on your underwriting guidelines, compliance frameworks, product structures, and institutional knowledge. It learns what makes your carrier unique and keeps that intelligence where it belongs: with you.
Runs entirely within your infrastructure. No API calls to external clouds. No data leaves your perimeter. Ever.
Continued pre-training and supervised fine-tuning on life & annuity regulatory frameworks, product structures, and actuarial science.
Ingests your proprietary guidelines, historical decisions, and institutional knowledge. Gets smarter the longer you use it.
Your competitors can buy the same vendor tools. They can't replicate your proprietary, carrier-trained AI. Your advantage compounds every quarter.
Accelerates risk assessment with domain-aware recommendations. Understands table ratings, APS summaries, and carrier-specific guidelines.
Validates policy illustrations against state-specific regulations in real time. Catches compliance gaps before they reach the field.
Gives your distribution force instant, accurate answers about products, procedures, and compensation. Reduces home office call volume.
Guides policyholders through beneficiary changes, designations, and estate-sensitive decisions with empathy and regulatory precision.
Autonomously handles routine policy service requests end-to-end — beneficiary changes, address updates, payment modifications. No human in the loop for the 80% that don't need one.
Learn more →In the age of AI, the carriers who own their intelligence will own their market. Everyone else will rent someone else's future.
Enterprise AI shouldn't require an enterprise budget. We believe mid-market carriers deserve sovereign AI without the risk of open-ended consulting engagements.
We map your existing knowledge assets, compliance frameworks, and high-value decision points across underwriting, distribution, and operations.
Continued pre-training on industry corpora followed by supervised fine-tuning on your carrier-specific data. Rigorous evaluation at every stage.
The trained model deploys inside your infrastructure. On-premise, air-gapped if needed. Your IT team controls the keys.
As your guidelines evolve and new regulations emerge, Abrient adapts. Your AI grows with your carrier — and stays ahead of the market.
Abrient was born from a simple observation: the most valuable intelligence inside a life insurance carrier never makes it into its technology. Decades of underwriting judgment, compliance expertise, and institutional knowledge sit locked in the heads of seasoned professionals — while carriers spend millions on generic AI tools that hallucinate on basic insurance concepts.
We're building the bridge between deep domain expertise and modern AI architecture. Our team combines decades of life & annuity operations experience with production LLM engineering — and a conviction that the carriers who own their AI will own their future.
We don't start with a model and look for problems. We start with the carrier's hardest decisions — underwriting edge cases, compliance gray areas, agent confusion — and build AI that actually understands them.
Your data is your strategic advantage. We architected Abrient from day one for on-premise deployment because we believe carrier intelligence should never leave the building.
Every Abrient deployment runs through a three-layer evaluation framework — smoke tests, domain benchmarks, and quality gates — before a single user sees a response. We measure everything.
We're working with a select group of forward-thinking L&A carriers as design partners. Tell us about your needs.
We'll be in touch within 24 hours to schedule a conversation.