Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    media monitoring
    Signals In The Noise: Using Media Monitoring To Manage Negative Publicity
    5 Min Read
    data analytics
    How Data Analytics Can Help You Construct A Financial Weather Map
    4 Min Read
    financial analytics
    Financial Analytics Shows The Hidden Cost Of Not Switching Systems
    4 Min Read
    warehouse accidents
    Data Analytics and the Future of Warehouse Safety
    10 Min Read
    stock investing and data analytics
    How Data Analytics Supports Smarter Stock Trading Strategies
    4 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
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.

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.

More Read

Data Mining and Predictive Analytics Contest Has a $3 Million Prize
Are Major Optimization Opportunities Hiding in Your Business Data?
Business Transformations caused by Business Intelligence
Are Business Intelligence dashboards on the brink of extinction?
2011 Sentiment Symposium Summary

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.

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.

Copyright © 2011 http://jtonedm.com James Taylor

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

data security issues with annotation outsourcing
Data Annotation Outsourcing and Risk Mitigation Strategies
Big Data Exclusive Security
NO-CODE
Breaking down SPARC Emulation Technology: Zero Code Re-write
Exclusive News Software
online business using analytics
Why Some Businesses Seem to Win Online Without Ever Feeling Like They Are Trying
Exclusive News
edi compliance with AI
AI Is Transforming EDI Compliance Services
Exclusive News

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Data = Opportunity: But Are You Monetizing Information?

7 Min Read
MySQL Storage Engines
AnalyticsBig DataSQL

Database Corner: Beginner’s Guide to MySQL Storage Engines

8 Min Read

Yes, you need more than just R for Big Data Analytics.

4 Min Read
big data in pricing
Analytics

Best Strategy for Tracking Prices with Data Analytics

6 Min Read

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

ai chatbot
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
ai in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?