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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

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

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

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

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

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

  • Attend mediations or trials.

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

  • Obtain credit information from banks and other credit services.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

Technologies & Software

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

Alternative Job Titles