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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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

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

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

  • Attend mediations or trials.

  • Report overpayments, underpayments, and other irregularities.

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

  • 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.

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

  • Collect evidence to support contested claims in court.

  • 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.

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

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

Technologies & Software

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

Alternative Job Titles