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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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Attend mediations or trials.

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

  • Collect evidence to support contested claims in court.

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

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

Technologies & Software

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

Alternative Job Titles