Turn insurance documents into automated workflows

Extract data from handwritten claims, policy applications, medical bills, inspection reports, and more with unmatched accuracy and speed.

Join leading companies that automate document workflows

How Unstract helps

Process Claims Faster

Extract data from claim forms, medical records, and supporting documents. Reduce claim processing time and improve customer satisfaction.

Stop Chasing Extraction Errors

Drive higher accuracy to LLM responses and reduce discrepancies with dual-LLM verification. Handle industry nuances with term mapping.

Reduce Loss Ratios

Detect fraud patterns and anomalies across claims in real-time. Surface red flags and route suspicious cases for investigation before payouts.

Achieve >90% Straight-Through Processing

Enforce STP across policies, claims, and renewal documents. Let Unstract handle routine cases while your team focuses on complex decisions.

Ensure Regulatory Compliance

Validate extracted data against compliance rules, flag issues, and maintain comprehensive audit trails for regulatory reports.

Cut Operational Costs

Reduce processing costs without quality loss. Eliminate manual data entry, error-fixing efforts and let your team focus on what’s important.

Process any insurance document

• ACORD forms
• Workplace Incident Reports
• Automobile Accident Reports
• Applications for Individual Life Insurance
• Applications for Individual Annuity
• Applications for Disability Insurance Benefits
• Annuity Account Withdrawal Applications
• Offense or Incident Reports
• Travel Insurance Claim Forms
• Retirement Annuity Application Forms
• Property Loss Notices
• Property Damage Reports
• Personal Automobile Insurance Forms
• Non-Injury and Near-Miss Incident Reports
• Warranty Claim Forms
• Verification of Insurance Eligibility Forms
• Variable Annuity Applications
• Utility Damage Reports
• Vehicle Incident Reports
• Small Employer Health Insurance Applications
• Service Request Forms
• Security Incident Reports
• Provider Inquiry Forms
• Personal Health Insurance Applications
• Pet Insurance Claims
• Patients Requests for Medical Payment
• Patient Insurance Information Forms
• Patient Financial Assistance Applications
• Patient Eligibility and Benefit Information
• Network Incident Reports
• Medical Reimbursement Requests
• Medical Insurance Verifications
• Medical Claim Review Requests
• Medicaid Critical Incident Reports
• Loss or Damage Reports
• Insurance Verification Forms
• Health Insurance Claim Forms
• Health Insurance Change Forms
• Employees Reports of Injury
• Dental Insurance Verification Forms
• Employee Incident Reports
• Contractor Significant Incident Reports
• Cyber-Security Incident Reports
• Claim Notifications for Property Insurance
• Claim Incident Reports
• Claims for Healthcare Benefits
• Claim for Disability Insurance Employers Statements
• Deferred Variable Annuity Applications
• Damage Assessment Reports
• Material Damage Claim Forms
• Fixed Deferred Annuity Applications
• Incident Reports
• Equipment Loss Reports
• Environmental Incident Reports
• Home Insurance Application Forms
• Equipment Damage Reports
• Claim Adjustment Request Forms
• Life and Disability Income Insurance Applications
• Identity Theft Reports
• Applications for Retirement Benefits
• Certificates of Liability Insurance
• Expense Claims
• Vehicle Condition Reports
• Standard Claim Forms for Loss or Damage
• Motor Insurance Claim Forms
• Physical Damage Inspections
• Motor Accident Report Forms
• Notifications of Loss or Damage at Delivery
• Loss & Damage Claims
• Marine Cargo Insurance Application Forms
• Cargo Insurance Forms

Built for every insurance workflow

CLAIMS MANAGEMENT

UNDERWRITING & RISK

FRAUD & COMPLIANCE

OPERATIONS & FINANCE

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.

Subrogation 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.

Turn every document into a data stream

Unstract transforms every document into structured data that flows through your infrastructure. Deploy outputs the way you want: lightweight APIs or enterprise ETL.

Pull all your documents

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.

Define what you want to extract

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.

Review exceptions

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.

Push data into your systems

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.

Connect the tools you already use and trust

Enterprise-grade by design

FAQs

What types of insurance documents can Unstract process?
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.

How accurate is Unstract's data extraction for insurance documents?
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.

How quickly can we deploy Unstract in our insurance operations?
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.

What kind of ROI can insurance companies expect from Unstract?
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.

How does Unstract handle sensitive policyholder information?
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.

Transform your insurance operations today