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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

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

  • 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.

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

  • Collect evidence to support contested claims in court.

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

  • 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.

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

Technologies & Software

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

Alternative Job Titles