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Automation Risk Analysis

Will “Auto Claims Adjuster (Automotive Claims Adjuster)” 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%

“Auto Claims Adjuster (Automotive Claims Adjuster)” 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%

“Auto Claims Adjuster (Automotive Claims Adjuster)” 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • Collect evidence to support contested claims in court.

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Attend mediations or trials.

Technologies & Software

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

Alternative Job Titles