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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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

  • 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.

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

  • Pay and process claims within designated authority level.

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles