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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

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • Attend mediations or trials.

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

  • 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.

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

Technologies & Software

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

Alternative Job Titles