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Automation Risk Analysis

Will “Independent Insurance Agent” 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%

“Independent Insurance Agent” 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%

“Independent Insurance Agent” 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

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

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

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

  • Attend mediations or trials.

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles