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Automation Risk Analysis

Will “Claims Processor” 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 Processor” 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 Processor” 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

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

  • 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.

  • 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.

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

  • Pay and process claims within designated authority level.

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Attend mediations or trials.

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

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

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

  • Collect evidence to support contested claims in court.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles