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Automation Risk Analysis

Will “Property 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%

“Property 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%

“Property 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

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

  • 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 forms and other records to determine insurance coverage.

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

  • Obtain credit information from banks and other credit services.

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

  • Collect evidence to support contested claims in court.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Attend mediations or trials.

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

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

Technologies & Software

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

Alternative Job Titles