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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

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

  • Pay and process claims within designated authority level.

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

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

  • 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.

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

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

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

  • Collect evidence to support contested claims in court.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

  • Attend mediations or trials.

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

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

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

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

Technologies & Software

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

Alternative Job Titles