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Automation Risk Analysis

Will “Property 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 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 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

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

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

  • 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.

  • Attend mediations or trials.

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

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

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

  • 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.

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

  • Pay and process claims within designated authority level.

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

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

  • Collect evidence to support contested claims in court.

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

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

Technologies & Software

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

Alternative Job Titles