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Automation Risk Analysis

Will “Home Office Claims Specialist” 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%

“Home Office Claims Specialist” 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%

“Home Office Claims Specialist” 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

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

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

  • Obtain credit information from banks and other credit services.

  • Attend mediations or trials.

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles