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Automation Risk Analysis

Will “Residential 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%

“Residential 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%

“Residential 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.

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

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

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

  • Attend mediations or trials.

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

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

  • 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.

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

Technologies & Software

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

Alternative Job Titles