Insurance

Claims Automation & Document AI

Insurance AI Development
Claims Audits & Risk Assessment

We build custom document intelligence systems for insurance carriers, from claims processing and fraud verification to policy audit engines and customer intake agents. Built with LangChain and LangGraph.

Claims Agent Policy RAG Risk AI OCR Sync Stripe API
Claims Agent LangGraph Policy RAG Clause Search Risk AI Assessment OCR Sync Doc Parser Stripe API Fast Settlement

Capabilities

AI capabilities built for insurance teams

Every system is designed to accelerate claim workflows and reduce processing errors.

Automated Claims Processing

Extracting incident facts, invoice details, dates, and repair descriptions from claims forms automatically. Eliminates hours of manual data entry.

Claims AI Data Processing Invoice Extraction LangChain

Policy Verification RAG

Instant search and validation of specific coverage rules, liability limits, and exclusions across thousands of policy documents. Finds answers with exact citations.

Policy RAG Vector DB Coverage Check Qdrant

Loss Assessment & Risk Auditing

Identifying duplicates or exaggerated entries on garage repair bills or medical estimates. Cross-references historical claims data to score potential anomalies.

Risk Auditing Fraud Detection Loss Control Audit AI

Customer Onboarding & Intake

LangGraph conversational agents that collect client asset details, answer quote questions, and prepare customized profiles for underwriters automatically.

Customer Intake Conversational AI Quote Engine CRM Sync

Vehicle & Property Damage Parsing

OCR-coupled parsing engines that read vehicle repair details and property estimates, classifying materials and labor fees into structured entries.

Estimate Parser Structured Data OCR Pipelines NLP

Automated Settlement Triggers

Connecting verified claims data with payout mechanisms, enabling low-risk claims to resolve and payout instantly through secure financial APIs.

Settlement Engine API Connectors Workflow Automation Fast Track

Enterprise Security

Automated claims evaluation with absolute data isolation

We deploy our document processing and RAG search models within your private networks, keeping claim history data completely isolated.

Our insurance stack utilizes LangChain to structure messy document files, Qdrant on private docker nodes to query past cases, and secure API links to update CRM tools.

Secure Claim Records

Private models process claims records locally without public server queries.

Verified References

Every coverage checks returns page citations from the original policy document.

Flexible Integrations

Integrates directly with Salesforce, Guidewire, or custom insurance databases.

Low-Risk Auto-Settling

Set custom threshold parameters to settle minor claims with zero human lag.

Common questions

Can your AI system read handwritten doctor notes or damage logs?

Yes. We use advanced multi-modal OCR pipelines that extract handwritten details from accident forms, medical notes, and bills, converting them to clean structured text before LLM evaluations.

How do you prevent hallucinated payouts in claims automation?

We deploy schema verification checks that cross-reference extracted numbers with policy limit caps. Any deviation or low-confidence score immediately freezes the automation and routes the file to a senior claims adjuster.

What databases and insurance CRM platforms do you connect to?

We build API layers that sync with Guidewire, Salesforce, standard SQL servers, and internal document management systems, enabling seamless data flow across your existing tools.

Can we deploy your insurance AI models on-premise?

Yes. For strict data protection requirements, we deploy open-source models on your local servers, ensuring no policyholder data ever leaves your direct firewall parameter.

How long does it take to train the claim risk assessment engine?

Initial deployment takes between 6 to 10 weeks. The engine continuously improves its accuracy by learning from adjustments and decisions made by your claims team over time.

Book a Free Consultation for Insurance AI

Ready to automate your claim reviews, policy audits, and risk assessment workflows? Book a free consultation with our insurance AI architects.

Book a Free Insurance Consultation