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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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

  • Attend mediations or trials.

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles