Extract data from handwritten claims, policy applications, medical bills, inspection reports, and more with unmatched accuracy and speed.
Trusted by forward-thinking engineers
Extract data from claim forms, medical records, and supporting documents. Reduce claim processing time and improve customer satisfaction.
Drive higher accuracy to LLM responses and reduce discrepancies with dual-LLM verification. Handle industry nuances with term mapping.
Detect fraud patterns and anomalies across claims in real-time. Surface red flags and route suspicious cases for investigation before payouts.
Enforce STP across policies, claims, and renewal documents. Let Unstract handle routine cases while your team focuses on complex decisions.
Validate extracted data against compliance rules, flag issues, and maintain comprehensive audit trails for regulatory reports.
Reduce processing costs without quality loss. Eliminate manual data entry, error-fixing efforts and let your team focus on what’s important.
Insurance claims processing
Route claims based on complexity, value, and urgency. Identify high-priority cases, flag potential fraud, and ensure the right adjuster handles each claim at the right time.
Insurance triaging
Route claims based on complexity, value, and urgency. Identify high-priority cases, flag potential fraud, and ensure the right adjuster handles each claim at the right time.
Subrogatio Recovery
Process liability determinations, police reports, and witness statements. Identify recovery opportunities faster and automate demand letter generation.
Insurance
underwriting
Analyze insurance applications, medical records, statements, and inspection reports. Enable instant risk assessment and maintain underwriting guidelines.
Policy application processing
Extract data from life, health, annuity, and specialty insurance applications. Validate completeness, check eligibility criteria, and accelerate policy issuance.
Coverage verification
& eligibility
Process insurance verification forms and benefit confirmations. Validate coverage limits, confirm active policies, and ensure accurate eligibility determinations.
Insurance fraud
detection
Identify potential fraud by cross-referencing claim details across multiple documents. Flag inconsistencies in dates, amounts, or descriptions that could indicate fraudulent activity.
Incident & accident documentation
Process workplace, vehicle, and environmental incident reports. Extract critical details, validate claim consistency, and ensure regulatory compliance.
Medical reimbursement processing
Verify medical claims, patient payment requests, and healthcare benefits. Validate treatment codes, check coverage limits, and prevent improper payments.
Straight-through processing
Automate workflows for ACORD certificates of insurance, simple claims and policy changes. Process routine transactions that are compliant and accurate, without human intervention.
Commission payments
Extract and validate producer statements, policy data, and commission schedules. Calculate payments, handle complex split arrangements, and ensure quick broker compensation.
Benefits disbursement processing
Handle retirement benefits, annuity withdrawals, and disability payments. Extract payment instructions, verify eligibility, and accelerate benefit distributions.
Unstract transforms every document into structured data that flows through your infrastructure. Deploy outputs the way you want: lightweight APIs or enterprise ETL.
Turn every document into a data stream. Point Unstract to your existing storage—S3, Google Drive, Dropbox, or data lakes. No migration needed. Support for 50+ formats and types including PDFs, images, Excel, and even handwritten forms.
Use the no-code Prompt Studio to tell Unstract exactly what to extract. LLMWhisperer, the built-in text extractor, extracts data from any financial document with 99% accuracy.
Define clear roles for every member in your team and create custom approval hierarchies to review specific documents. Configure smart routing rules to flag exceptions, anomalies, or high-value documents.
Save extracted data as JSON, CSV, or push it to your data warehouse. Set up once and run forever. Every document follows your rules, whether reviewed or automated.
Unstract adheres to the strict rules and regulations of various compliance authorities. Rest assured, we have policies, systems, and processes to ensure that your data is always safe, secure, and private.
Faq
Unstract processes any insurance document including all ACORD forms (property, casualty, liability, and specialty lines), claims forms, policies, endorsements, declaration pages, loss runs, certificates of insurance, medical records, invoices, inspection reports, financial statements, bordereaux, and regulatory filings.
Unstract achieves 99% accuracy for standard fields, and 95%+ for complex, unstructured data. Accuracy improves over time as the system learns from your specific document variations. Built-in validation rules ensure data quality before downstream processing.
Most insurers achieve initial deployment within 2-4 weeks, with full production rollout in 6-8 weeks. Pre-trained models for ACORD forms and common insurance documents accelerate time-to-value significantly compared to building custom solutions.
Insurance users typically see reduction in document processing time, decrease in operational costs, and faster claim settlement times. Most achieve positive ROI within 3-6 months of deployment.
Get enterprise-grade security with end-to-end encryption, role-based access controls, and comprehensive audit logging. Unstract is HIPAA compliant for processing medical records and SOC 2 Type II certified, ensuring your policyholder data and PHI remain protected at all times.
Try it yourself
100 free pages every day, on any mode. No credit card. No commitment.
See Unstract in action with walkthroughs of core features and real extraction workflows.
Managed cloud, on-premise, or open-source. Unstract adapts to your infrastructure needs, so choose what works best for you.
Prompt engineering Interface for Document Extraction
Make LLM-extracted data accurate and reliable
Use MCP to integrate Unstract with your existing stack
Control and trust, backed by human verification
Make LLM-extracted data accurate and reliable
Spreadsheet data extraction: Handling multi-tab, multi-format files & more
