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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

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

  • 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.

  • Obtain credit information from banks and other credit services.

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

  • Pay and process claims within designated authority level.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • 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.

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

  • 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.

  • Attend mediations or trials.

  • 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.

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

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

  • 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.

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

Technologies & Software

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

Alternative Job Titles