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Automation Risk Analysis

Will “Document Reviewer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #689 of 702. Estimated risk: 98.0%

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AI Exposure Risk

57%

“Document Reviewer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Document Reviewer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Insurance Claims and Policy Processing Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Process new insurance policies, modifications to existing policies, and claims forms. Obtain information from policyholders to verify the accuracy and completeness of information on claims forms, applications and related documents, and company records. Update existing policies and company records to reflect changes requested by policyholders and insurance company representatives.

Avg. Annual Salary $51,980
Avg. Hourly Wage $24.99
Available Jobs (US) 229,070
Job Title & Hierarchy Code (SOC) Insurance Claims and Policy Processing Clerks #43-9041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Insurance Claims and Policy Processing Clerks”

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Core Skills & Abilities

  • Process and record new insurance policies and claims.

  • Enter insurance- and claims-related information into database systems.

  • Collect initial premiums and issue receipts.

  • Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.

  • Pay small claims.

  • Correspond with insured or agent to obtain information or to inform them of account status or changes.

  • Compose business correspondence for supervisors, managers, and professionals.

  • Review insurance policy to determine coverage.

  • Interview clients and take their calls to provide customer service and obtain information on claims.

  • Contact insured or other involved persons to obtain missing information.

  • Compare information from application to criteria for policy reinstatement, and approve reinstatement when criteria are met.

  • Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.

  • Calculate amount of claim.

  • Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.

  • Post or attach information to claim file.

  • Provide customer service, such as limited instructions on proceeding with claims or referrals to auto repair facilities or local contractors.

  • Calculate premiums, refunds, commissions, adjustments, or new reserve requirements, using insurance rate standards.

  • Modify, update, or process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance.

  • Prepare insurance claim forms or related documents, and review them for completeness.

  • Organize or work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.

  • Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.

  • Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts.

  • Transmit claims for payment or further investigation.

  • Notify insurance agent and accounting department of policy cancellation.

  • Obtain computer printout of policy cancellations, or retrieve cancellation cards from file.

Technologies & Software

  • UiPath (RPA + AI)
  • Microsoft Excel
  • Microsoft Windows
  • Policy issuance system software
  • Xactware Xactimate
  • Nova (Amazon)
  • Kimi (Moonshot AI)
  • Database software
  • Microsoft Word
  • Claude (Anthropic)
  • GroupMe
  • Word processing software
  • Grammarly AI
  • Microsoft PowerPoint
  • Billing software
  • Zapier AI
  • IBM Check Processing Control System CPSC
  • St. Paul Travelers e-CARMA
  • Medical procedure coding software
  • DeepSeek
  • Spreadsheet software
  • MicroFocus GroupWise
  • InSystems Calligo Enterprise
  • IBM Lotus Notes
  • Mistral (Mistral AI)
  • Microsoft Outlook
  • Insurance rating software
  • Healthcare common procedure coding system HCPCS
  • Qwen (Alibaba)
  • Medical condition coding software
  • Claim processing system software
  • Microsoft Internet Explorer
  • Grok (xAI)
  • Gemini for Workspace
  • ChatGPT (OpenAI)
  • Microsoft Copilot
  • Account management software
  • Gemini (Google)
  • Microsoft Access
  • Perplexity AI
  • Otter.ai
  • Llama (Meta)
  • Web browser software
  • Automated information system software
  • Napkin AI
  • Microsoft Office software
  • Alpha Software Alpha Five
  • Notion AI
  • 10-key calculators
  • Desktop computers
  • Dictation machines
  • Personal computers

Alternative Job Titles