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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

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

  • 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.

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

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

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

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

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

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

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

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

  • Attend mediations or trials.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

  • Pay and process claims within designated authority level.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

Technologies & Software

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

Alternative Job Titles