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Automation Risk Analysis

Will “Independent Insurance Adjuster” 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 Adjuster” 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 Adjuster” 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.

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

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

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

  • Attend mediations or trials.

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Pay and process claims within designated authority level.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Collect evidence to support contested claims in court.

  • Obtain credit information from banks and other credit services.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles