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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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

  • Obtain credit information from banks and other credit services.

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

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

  • Attend mediations or trials.

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles