We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: The State of Play in Automating Insurance Claims
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Business Intelligence > Business Rules > The State of Play in Automating Insurance Claims
AnalyticsBusiness RulesDecision Management

The State of Play in Automating Insurance Claims

JamesTaylor
JamesTaylor
4 Min Read
The State of Play in Automating Insurance Claims
Photo by KVNSBL on Pixabay (https://pixabay.com/photos/crane-construction-site-8400990/)
SHARE

Talking about claims and using Decision Management to improve claims I recently caught up with Donald Light of Celent. Donald recently wrote a new report for Celent – Claims Systems Vendors, North American P/C Insurance 2011. This is the most recent update of the Celent study that evaluates vendors in the claims processing space. The report ranks core systems (in this case claims systems for P&C insurance) on 4 different dimensions and does so every 2 years.

Obviously these core claims processing and adjudication systems have various levels of workflow and rules built in (as well as standard features like support for reserving, claims adjuster desktops). According to Donald there is a definite trend for these core systems to now come with some kind of rules-based capability. Some of them are reasonably robust and sophisticated (though not on the level of a dedicated BRMS), others much less so. Most of this rules capability is focused on claims validation and routing but there is a growing interest by insurers on automating certain decisions and workflows, but not the entire end-to-end process. True straight through processing (STP) or auto-adjudication is focused currently on simpler claims (like windshields in auto for instance) and slowly moving up the complexity curve.

In my view, for now it seems that organizations wanting to auto-adjudicate a lot of claims will need to be thinking in terms of adding their own decisioning capabilities to these core systems – combining business rules with analytics (to detect fraud and abuse) to get high rates of auto adjudication without creating the opportunity for fraud.

Interestingly, and somewhat different from other industries, Donald said that support for process management or workflow is not at the same level yet. Mostly these packages are apparently focused on screen flow and managing dynamic forms and data capture rather than on true process management.

More Read

The Top 5 Email Analytics Tools
The Top 5 Email Analytics Tools
MacGyver: Data Governance and Duct Tape
How To Maintain Accurate Data Through Conversational Analysis?
Growing Demand for Data Science & Data Analyst Roles
Data Analytics Helps Marketers Make the Most of Instagram Stories

Finally, in terms of analytics, all the packages have reporting and it is increasingly common to have BI-like functionality such as dashboards, drill down, graphical displays and configuration of client-specific metrics and reports. That said, there is not much around data mining/predictive analytics yet and this remains something you will have to add on.

So if you like the sound of claims decision management, it looks to me like you are probably going to be buying and implementing a decision engine or business rules management system and building/embedding your own fraud models. For some suggestions on how to go about this, check out our Decision Management Solutions white paper on Next Generation Claims Systems over at decisionmanagementsolutions.com/resources.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Technical architecture diagram and decision framework for the trouble with ai that won’t leave a job unfinished
The Trouble With AI That Won’t Leave a Job Unfinished
Artificial Intelligence News
Technical architecture diagram and decision framework for ai-powered logo generation: design.com vs looka
AI-Powered Logo Generation: Design.com vs Looka
Artificial Intelligence Exclusive
Retailers Should Stop Treating Every Stockout as Equal -- AI-generated illustration
Retailers Should Stop Treating Every Stockout as Equal
Business Intelligence Exclusive
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild? -- AI-generated illustration
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild?
Development Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Can Big Data Help You Manage Your Workforce Better?
Analytics

Can Big Data Help You Manage Your Workforce Better?

4 Min Read
CEOs: Hold Your Team Accountable for Data Analysis
AnalyticsBest PracticesBig DataBusiness IntelligenceBusiness RulesCulture/LeadershipData ManagementDecision ManagementInside CompaniesITKnowledge ManagementMarket ResearchMarketingPolicy and Governance

CEOs: Hold Your Team Accountable for Data Analysis

5 Min Read
Please put the shower curtain inside the bathtub!
AnalyticsBest PracticesCulture/Leadership

Please put the shower curtain inside the bathtub!

5 Min Read
The BI Collaboration Challenge [VIDEO]
AnalyticsBig DataBusiness IntelligenceCollaborative DataData VisualizationDecision ManagementKnowledge ManagementMobility

The BI Collaboration Challenge [VIDEO]

1 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

How To Get An Award Winning Giveaway Bot
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
5 Great Tips for Using Data Analytics for Website UX
5 Great Tips for Using Data Analytics for Website UX
Big Data

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?