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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

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

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • 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.

  • 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.

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

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

  • 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.

  • 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.

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

Technologies & Software

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

Alternative Job Titles