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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

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

  • 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.

  • Attend mediations or trials.

  • 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.

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

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

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

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

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

  • Collect evidence to support contested claims in court.

  • Confer with legal counsel on claims requiring litigation.

Technologies & Software

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

Alternative Job Titles