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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

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

  • Confer with legal counsel on claims requiring litigation.

  • Attend mediations or trials.

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

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

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

  • Pay and process claims within designated authority level.

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

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

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

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

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

  • 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.

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

  • Collect evidence to support contested claims in court.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles