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Automation Risk Analysis

Will “Claims Agent” 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%

“Claims Agent” 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%

“Claims Agent” 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

  • Pay and process claims within designated authority level.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

  • 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.

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

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

  • 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.

  • 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.

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

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

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

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

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

  • Attend mediations or trials.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • Collect evidence to support contested claims in court.

Technologies & Software

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

Alternative Job Titles