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Automation Risk Analysis

Will “Claims Service 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 Service 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 Service 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.

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

  • 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.

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • Attend mediations or trials.

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

  • Collect evidence to support contested claims in court.

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

Technologies & Software

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

Alternative Job Titles