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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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Attend mediations or trials.

  • Collect evidence to support contested claims in court.

  • Pay and process claims within designated authority level.

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles