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Automation Risk Analysis

Will “Claims Adjuster” 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 Adjuster” 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 Adjuster” 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

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Pay and process claims within designated authority level.

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • Attend mediations or trials.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles