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
    payment methods
    How Data Analytics Is Transforming eCommerce Payments
    10 Min Read
    data analytics for pharmacy trends
    How Data Analytics Is Tracking Trends in the Pharmacy Industry
    5 Min Read
    car expense data analytics
    Data Analytics for Smarter Vehicle Expense Management
    10 Min Read
    image fx (60)
    Data Analytics Driving the Modern E-commerce Warehouse
    13 Min Read
    big data analytics in transporation
    Turning Data Into Decisions: How Analytics Improves Transportation Strategy
    3 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

Teradata: All in the Family of Appliances and Big Data
Alteryx Advances the Process of Customer Analytics
KXEN releases Social Network Analysis tool
How Data and Analytics Have Changed the Beautiful Game
How to Unlock the Potential in Your Business Analytics

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

payment methods
How Data Analytics Is Transforming eCommerce Payments
Analytics Big Data Exclusive
cybersecurity essentials
Cybersecurity Essentials For Customer-Facing Platforms
Exclusive Infographic IT Security
ai for making lyric videos
How AI Is Revolutionizing Lyric Video Creation
Artificial Intelligence Exclusive
intersection of data and patient care
How Healthcare Careers Are Expanding at the Intersection of Data and Patient Care
Big Data Exclusive

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

TechAmerica and Big Data in the Public Sector

2 Min Read
4 Employee Experience Metrics Your Business Should Track
Big Data

4 Essential Big Data Metrics to Track for an Optimal Employee Experience

8 Min Read
Image
AnalyticsBig DataBusiness IntelligenceData MiningDecision ManagementITMarketingPredictive AnalyticsSocial DataUnstructured DataWorkforce Data

Big Data Is Nothing Without Its Little Brother

4 Min Read
HR Processes
AnalyticsBig DataWorkforce Data

Understanding The Role of Big Data in HR Processes and Payroll

7 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 is improving the safety of cars
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence
ai chatbot
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots

Quick Link

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

Sign in to your account

Username or Email Address
Password

Lost your password?