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Automation Risk Analysis

Will “Home Office Claims Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #675 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

56%

“Home Office Claims Examiner” 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Home Office Claims Examiner” 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 Claims Adjusters, Examiners, and Investigators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims.

Avg. Annual Salary $78,770
Avg. Hourly Wage $37.87
Available Jobs (US) 305,020
Job Title & Hierarchy Code (SOC) Claims Adjusters, Examiners, and Investigators #13-1031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Claims Adjusters, Examiners, and Investigators”

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Core Skills & Abilities

  • Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

  • Communicate with reinsurance brokers to obtain information necessary for processing claims.

  • Collect evidence to support contested claims in court.

  • Present cases and participate in their discussion at claim committee meetings.

  • Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

  • Examine claims forms and other records to determine insurance coverage.

  • Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.

  • Obtain credit information from banks and other credit services.

  • Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

  • Prepare reports to be submitted to company's data processing department.

  • Report overpayments, underpayments, and other irregularities.

  • Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

  • Examine titles to property to determine validity and act as company agent in transactions with property owners.

  • Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.

  • Refer questionable claims to investigator or claims adjuster for investigation or settlement.

  • Attend mediations or trials.

  • Resolve complex, severe exposure claims, using high service oriented file handling.

  • Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

  • Communicate with former associates to verify employment record or to obtain background information regarding persons or businesses applying for credit.

  • Supervise claims adjusters to ensure that adjusters have followed proper methods.

  • Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

  • Analyze information gathered by investigation and report findings and recommendations.

  • Confer with legal counsel on claims requiring litigation.

  • Investigate and assess damage to property and create or review property damage estimates.

  • Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

  • Pay and process claims within designated authority level.

  • Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

  • Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.

  • Conduct detailed bill reviews to implement sound litigation management and expense control.

Technologies & Software

  • Claude (Anthropic)
  • Bramerhill ClaimsTech
  • Agency Management Systems AMS 360
  • Injury Sciences EDR InSight
  • CSC Automated Work Distributor AWD
  • MapScenes Evidence Recorder
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Microsoft Excel
  • 4n6xprt Systems StiffCalcs
  • Property damage, bodily injury, and liability estimation software
  • Visual Statement Investigator Suite
  • Corporate Systems ClaimsPro
  • Bridium Claims 3
  • ISO ClaimSearch
  • Hummingbird Legal Bill Review
  • Gemini (Google)
  • InSystems Calligo Document Management System
  • CGI INSideOUT
  • Perplexity AI
  • Apple Safari
  • Captiva InputAccel
  • Bill review software
  • Medical procedure coding software
  • CCC EZNet electronic communications network
  • ChatGPT (OpenAI)
  • CAD Zone Insurance
  • Turtle Creek Software Goldenseal Architect
  • DeepSeek
  • Zoom
  • Tropics Claims Reserve Management
  • Axonwave Fraud and Abuse Management System
  • Meta Business AI
  • Healthcare common procedure coding system HCPCS
  • QwikQuote software
  • Llama (Meta)
  • Computerized voice stress analyzer CVSA software
  • DataRobot
  • PhotoModeler
  • Napkin AI
  • Business software applications
  • Microsoft Publisher
  • BCCORP W5 for Adjusters
  • Hyland OnBase Enterprise Content Management
  • CSC Colossus
  • MapScenes Pro
  • Brightwork Alyce Claims Systems
  • Clear Technology Tranzax
  • LexisNexis RiskWise
  • Mistral (Mistral AI)
  • Insurance claims fraud detection software
  • Magnify Predictive Targeting System
  • ADP software
  • IBM Fraud and Abuse Management System
  • Microsoft Outlook
  • Document management system software
  • Gemini for Workspace
  • ISO NetMap for Claims
  • Microsoft Access
  • StrataCare StrataWare eReview
  • ARSoftware WinSMAC
  • Microsoft PowerPoint
  • Automatic Data Processing Estimating
  • First Notice Systems ClaimCapture
  • Planful AI
  • Xactware Xactimate
  • Claims processing administration and management software
  • CCC Pathways Image Management Solution
  • CSC Fault Evaluator
  • Fair Isaac SmartAdvisor
  • Grok (xAI)
  • Alteryx AI
  • Automatic Data Processing Autosource
  • CCC Pathways Appraisal Quality Solution
  • Microsoft Word
  • Covansys ClaimConnect
  • AutoClaims Direct DirectLink
  • Qwen (Alibaba)
  • Mozilla Firefox
  • Automatic Data Processing Claims Manager & Dispatch
  • BCCORP Burkitt W5
  • Microsoft Office software
  • CCC GuidePost Decision Support
  • Fair Isaac Claims Advisor
  • Medical condition coding software
  • CGI-AMS BureauLink Enterprise
  • Castek Insure3 Claims
  • Microsoft Copilot
  • Datanex ClaimTrac
  • CCC TL2000 Solution
  • Simsol for Adjusters
  • Tableau AI
  • Field computers
  • Mobile wireless handheld communication devices
  • Desktop computers
  • Total stations
  • Personal computers
  • Data collectors
  • Tablet computers
  • Personal digital assistants PDA
  • Handheld computers
  • Notebook computers
  • Measure markers
  • Scanners
  • Event data recorders

Alternative Job Titles