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Automation Risk Analysis

Will “Claims Adjustor” 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 Adjustor” 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 Adjustor” 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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

  • Attend mediations or trials.

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

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

  • Pay and process claims within designated authority level.

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

  • Confer with legal counsel on claims requiring litigation.

Technologies & Software

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

Alternative Job Titles