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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

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

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

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

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

  • 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.

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

  • 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.

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

  • Attend mediations or trials.

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

  • Collect evidence to support contested claims in court.

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

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

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

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

  • Obtain credit information from banks and other credit services.

Technologies & Software

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

Alternative Job Titles