Bevaya vs. General Knowledge LLMs
Built for insurance from day one, Bevaya outperforms general LLMs in accuracy, speed, and compliance - no fine-tuning required.
General Knowledge LLMs
Accuracy
Unmatched AI Accuracy
Guaranteed 98%+ accuracy with benchmark results to prove it using the world’s most powerful generative AI model purpose-built for insurance and trained on 300 million non-public insurance documents.
Insurance AI Accuracy Gap
General LLMs typically achieve a significantly lower accuracy (around 40-50%) on insurance tasks and are not suitable for production automation without the substantial time and cost involved in domain specific training and fine-tuning.
ROI
Rapid STP Improvements
True operational ROI measured by an increase in straight through processing (STP) rates realized in a single quarter.
Slow ROI, Tons of Effort Required
Building solutions with general LLMs can involve substantial upfront costs and long development cycles (12-36 months) delaying ROI for years.
Total Cost of Ownership
Lower TCO with Fast Results
No heavy IT burden. No hosting or model training costs. Start small with a low initial investment, and ‘pay as you go’ with our usage-based model. With Roots you're buying a production-quality system with guaranteed outcomes and a real SLA intact, not just a pilot.
Million-Dollar LLM Setup
High initial investments in infrastructure and specialized teams can run into the millions to get general LLMs suitable for complex insurance use cases.
Breadth of Use Cases
Broad Insurance Coverage
15+ operational use cases supporting underwriting, servicing and claims processes.
Untrained for Insurance
General LLMs lack pre-training on the diverse, unstructured data and complex processes specific to insurance, limiting their immediate applicability across various insurance processes and workflows.
SLA Commitment
Results Guaranteed
Roots does not shy away from accountability. We build it into our contract. If there's a problem with accuracy or straight through processing (STP) rates, we're on the hook to correct it. We guarantee results in 90 days or your money back with the only accuracy-based SLA offered for insurance AI.
Unaccountable AI
Most general LLMs offer a simple uptime availability guarantee are not contractually held accountable for specific outcome-based performance metrics like accuracy and straight-through processing (STP).
Industry-Backed
Industry Leading Investors
Funded by industry leaders including Liberty Mutual and Erie Insurance.
Privacy, Security & Compliance Concerns
General LLMs are not specifically designed or trained for the unique vocabulary, security, data privacy, and regulatory requirements of the insurance sector.
Proven Customer Success
Top Insurers Trust Roots
115+ production AI Agent deployments at scale, including a who's who of major insurers and references who can attest to Roots' ability to enhance STP rates.
No Real Insurance Successes
General LLMs do not possess extensive, quantifiable proof of success or readily available references specifically within the insurance industry.
Trust & Security
Trust by design
Built for an industry where data security isn't optional.
Your data stays yours.
Never shared with other customers or vendors. Bevaya doesn't train shared models on your data.
Visit the Trust CenterYour data · only your team sees it
Encrypted end-to-end.
256-bit AES encryption, in transit and at rest. Independent third-party audits conducted annually.
Visit the Trust CenterAudited annually · independent third party
Runs in Azure.
Enterprise-grade infrastructure, hosted where insurance organizations already trust their data.
Visit the Trust CenterDeploy where your stack already lives
Every decision audited.
Immutable audit logs. Confidence scoring. Human-in-the-Loop review on low-confidence items.
Visit the Trust CenterImmutable trail · every decision, every reviewer
GET STARTED
Ready to design, deploy and govern
your AI workforce?
Bevaya AI Agents can help you triage, analyze, and recommend across underwriting, claims, and policy servicing.Let's connect and show you how it works..


