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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

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Obtain credit information from banks and other credit services.

  • Pay and process claims within designated authority level.

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

  • Collect evidence to support contested claims in court.

  • Attend mediations or trials.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • 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.

  • 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 claims forms and other records to determine insurance coverage.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles