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Automation Risk Analysis

Will “Commercial Insurance Inspector” 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%

“Commercial Insurance Inspector” 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%

“Commercial Insurance Inspector” 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

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

  • 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.

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

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

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

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

  • Attend mediations or trials.

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles