Extract, Interpret, Transform, and Summarize with 100% Accuracy.
Purpose-built LLM technology for insurance documents that keeps business subject matter experts in control while eliminating manual data entry on even the most unstrucutred documents.
DEFINITION:
SortSpoke's Insurance Document AI is an advanced artificial intelligence technology purpose-built for the insurance industry that combines machine learning, large language models, and human-in-the-loop verification. SortSpoke is specifically designed to process, interpret, and transform complex insurance documents with the right mix of AI speed and human review to maintain full control and confidence on every document.
Purpose-built for the insurance industry, our Document LLM automatically extracts critical data with 95%+ accuracy, interprets complex policy language, transforms varied formats into standardized outputs, and generates actionable summaries — all while maintaining complete human oversight and traceability.
This powerful combination enables underwriters to process 5X more documents while ensuring compliance and data quality.
Unlike general-purpose AI, SortSpoke's Insurance Document LLM is purpose-built for insurance-specific document processing with 5X faster processing speeds and 95%+ accuracy.
Generic understanding without insurance-specific training
Limited traceability without source validation
Prone to hallucinations and inaccuracies without validation
Generic summaries missing insurance-specific context
Purpose-built for insurance with industry expertise
100% traceability with every data point linked back to source
Human-in-the-loop validation ensures 95%+ accuracy
Insurance-specific summaries highlighting critical risk factors and policy details
So can I use ChatGPT and LLMs for Data Extraction?
The answer to this question really depends on your use case. If you’re looking to pull short snippets of information (e.g. name, account number, etc) from simple documents, and you can live with significant errors, then ChatGPT can do an acceptable job.”
Underwriters can quickly and accurately extract data in a fraction of the time with 100% accuracy without the need for manual work, speeding up processes and reducing time spent on tedious work.
Not all submissions are created equal. Your team can automate insurance submission triage with customizable triage rules and leverage intelligent prioritization to focus on the right risks that are most desired to bind.
Underwriters can efficiently extract data with a system that’s easy to use and ensures every piece of data is traceable—without ever compromising on accuracy, even for the most complex submissions.
Triage Demo
Gain complete control over your submission intake with SortSpoke's AI-powered triage. Our human-in-the-loop approach ensures your underwriters maintain full oversight while dramatically increasing efficiency.
Watch the demo to see how SortSpoke transforms chaotic submission inboxes into organized, actionable work for your underwriters.
Process incoming documents 5X faster than doing them manually.
Ensure 100% data quality by keeping your experts in the loop
Decrease turnaround times 50% in as few as 1 week.
SortSpoke's Insurance Document LLM is fundamentally different from generic LLMs as it's purpose-built for insurance documents.
Unlike public models like ChatGPT, which is trained on general data across the internet, SortSpoke combines ML and LLM technologies specifically tuned to extract, interpret, and transform insurance documents with precision while maintaining complete traceability and human validation.
Benefits:
Unlike black-box AI systems, our approach combines specialized ML extraction with LLMs directly trained and continuously refined by industry subject matter experts who understand the nuances of insurance.
This expert-guided approach ensures the system interprets insurance language the way underwriters do, not how a generic AI would guess.
Benefits:
SortSpoke's Insurance Document LLM maintains 100% traceability by creating a permanent link between every extracted data point and its source location in the original document.
This comprehensive audit trail allows underwriters to instantly verify any information by clicking directly to the source, maintaining complete transparency and compliance. All actions, including extractions, validations, and transformations, are logged for regulatory and audit purposes.
Benefits:
SortSpoke's Insurance Document LLM processes virtually any insurance document type, including submissions, applications, policies, endorsements, loss runs, emails, schedules, SOVs, broker slips, and supplementary forms.
SortSpoke handles multiple file formats including PDFs (both text-based and scanned), Word documents, Excel spreadsheets, emails, and images, all without requiring templates or predefined structures.
Benefits:
SortSpoke's Insurance Document LLM can be implemented in your existing workflows in just days, not months. Our configurable API and pre-built connectors enable quick integration with your current systems with minimal IT involvement. The solution begins delivering value immediately with no lengthy training period—it adapts to your specific documents and extraction needs through continuous learning with every interaction.
Benefits:
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Leading insurers using our specialized Insurance Document LLM technology are processing documents 5X faster.
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