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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

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

  • Pay and process claims within designated authority level.

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

  • Attend mediations or trials.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles