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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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

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

  • 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.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Attend mediations or trials.

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

Technologies & Software

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

Alternative Job Titles