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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

  • 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.

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

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

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

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

  • Collect evidence to support contested claims in court.

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

  • 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.

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

  • Attend mediations or trials.

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

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

  • Obtain credit information from banks and other credit services.

Technologies & Software

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

Alternative Job Titles