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Automation Risk Analysis

Will “Claims Analyst” 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 Analyst” 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 Analyst” 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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

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

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

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

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

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

  • Collect evidence to support contested claims in court.

  • Attend mediations or trials.

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

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles