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Automation Risk Analysis

Will “Insurance 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%

“Insurance 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%

“Insurance 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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • Attend mediations or trials.

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

  • 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.

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

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

  • Collect evidence to support contested claims in court.

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

Technologies & Software

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

Alternative Job Titles