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Automation Risk Analysis

Will “Insurance Claims 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 Claims 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 Claims 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.

  • Confer with legal counsel on claims requiring litigation.

  • Obtain credit information from banks and other credit services.

  • Collect evidence to support contested claims in court.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • Attend mediations or trials.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

  • Pay and process claims within designated authority level.

  • 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.

Technologies & Software

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

Alternative Job Titles