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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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

  • Attend mediations or trials.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

  • 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.

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

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

Technologies & Software

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

Alternative Job Titles