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Automation Risk Analysis

Will “Bodily Injury 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%

“Bodily Injury 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%

“Bodily Injury 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.

  • Attend mediations or trials.

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

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

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

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

  • 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.

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

  • Collect evidence to support contested claims in court.

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

  • 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.

  • Confer with legal counsel on claims requiring litigation.

Technologies & Software

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

Alternative Job Titles