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Automation Risk Analysis

Will “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%

“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%

“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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

  • 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.

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • 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.

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

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

  • Attend mediations or trials.

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

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

Technologies & Software

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

Alternative Job Titles