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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

  • Attend mediations or trials.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

  • Collect evidence to support contested claims in court.

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

  • 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.

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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles