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Automation Risk Analysis

Will “Professional Liability 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%

“Professional Liability 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%

“Professional Liability 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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Obtain credit information from banks and other credit services.

  • Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

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

  • Attend mediations or trials.

  • Collect evidence to support contested claims in court.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles