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Automation Risk Analysis

Will “Insurance Appraiser” 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%

“Insurance Appraiser” 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%

“Insurance Appraiser” 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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

  • Pay and process claims within designated authority level.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

  • Attend mediations or trials.

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

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

  • 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.

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

Technologies & Software

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

Alternative Job Titles