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Automation Risk Analysis

Will “Insurance Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #689 of 702. Estimated risk: 98.0%

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AI Exposure Risk

57%

“Insurance Checker” 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%

“Insurance Checker” 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

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

  • Process and record new insurance policies and claims.

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

  • Review insurance policy to determine coverage.

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

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

  • Calculate amount of claim.

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

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

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

  • Notify insurance agent and accounting department of policy cancellation.

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

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

  • Post or attach information to claim file.

  • Collect initial premiums and issue receipts.

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

  • Transmit claims for payment or further investigation.

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

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

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

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

  • Pay small claims.

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

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

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

Technologies & Software

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

Alternative Job Titles