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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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

  • 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 claims forms and other records to determine insurance coverage.

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

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

  • 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.

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

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

  • Attend mediations or trials.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Pay and process claims within designated authority level.

Technologies & Software

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

Alternative Job Titles