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Automation Risk Analysis

Will “Property Damage Claims Adjustor” 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%

“Property Damage Claims Adjustor” 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%

“Property Damage Claims Adjustor” 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.

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

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

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

  • Attend mediations or trials.

  • 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.

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

  • 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.

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

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

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

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

  • Collect evidence to support contested claims in court.

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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles