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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

roots-yes

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. 

competitor-no

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

roots-yes

Rapid STP Improvements  

True operational ROI measured by an increase in straight through processing (STP) rates realized in a single quarter.  

competitor-no

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

roots-yes

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.  

competitor-no

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

roots-yes

Broad Insurance Coverage 

15+ operational use cases supporting underwriting, servicing and claims processes. 

competitor-no

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

roots-yes

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.  

competitor-no

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

roots-yes

Industry Leading Investors  

Funded by industry leaders including Liberty Mutual and Erie Insurance.  

competitor-no

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

roots-yes

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.  

competitor-no

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.

Data ownership

Your data stays yours.

Never shared with other customers or vendors. Bevaya doesn't train shared models on your data.

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Your tenant
No training
Logical isolation
Role-based access
SSO + SCIM
Customer-managed keys

Your data · only your team sees it

Compliance

Encrypted end-to-end.

256-bit AES encryption, in transit and at rest. Independent third-party audits conducted annually.

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SOC 2 Type 2
HIPAA
GDPR
CCPA
23 NYCRR 500
AES-256

Audited annually · independent third party

Deployment

Runs in Azure.

Enterprise-grade infrastructure, hosted where insurance organizations already trust their data.

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Microsoft Azure Azure Marketplace
AWS Private VPC
Google Cloud GCP-native
Azure Marketplace
Guidewire Marketplace

Deploy where your stack already lives

Oversight

Every decision audited.

Immutable audit logs. Confidence scoring. Human-in-the-Loop review on low-confidence items.

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AI extracted limits from ACORD 125 98% conf.
Reviewer confirmed coverage Approved
Endorsement flagged for review 62% · HITL
Policy match validated 95% conf.
Audit log written · immutable Sealed

Immutable 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..