Insurance
LLM applications that extract data from loss reports, draft adjuster correspondence, answer policyholder queries, and generate claim summaries — reducing adjuster admin time.
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Years in production
Industry overview
Generative AI tools deployed in claims workflows that extract structured data from unstructured loss reports, draft customer-facing letters, and answer policyholder queries through conversational interfaces.
At a glance
Insurance adjusters spend a significant portion of their day reading documents, writing letters, and answering status queries — tasks that are time-consuming but not where their expertise adds value. GenAI handles the text-heavy work so adjusters spend their time on assessment, negotiation, and complex case management.
We deploy LLM-powered extraction tools that read loss adjuster reports and pull key fields into claims management systems. Correspondence drafting tools generate adjuster letters in brand-appropriate language from structured claim data. Policyholder chatbots handle status queries, required document requests, and FAQ resolution without queue time. All applications include hallucination guardrails, confidence scoring, and human review workflows for sensitive communications.
Key capabilities
Engagements are scoped to your business context — these are the core capabilities we bring to insurance clients.
Loss report data extraction into claims management systems
Adjuster correspondence drafting from structured claim data
Policyholder claims status chatbot with live system integration
Required document checklist generation and status tracking
Multi-language support for international operations
Hallucination guardrails and confidence scoring on all outputs
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