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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

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

  • 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.

  • Attend mediations or trials.

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

  • Pay and process claims within designated authority level.

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

Technologies & Software

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

Alternative Job Titles