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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

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

  • 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.

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

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

  • 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.

  • 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.

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

  • Attend mediations or trials.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles