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ATHENS Predictive
Claim Subrogation
Dramatically increase your payout recovery with Predictive Analytics
Trusted Experts in Analytics
Athens Predictive Claim Subrogation Overview
Effective insurance subrogation drives recoveries of 12-22%. The problem is that
most insurance companies don’t have the resources to implement effective insurance
subrogation. Looking through millions of claim notes and police reports to find
subrogation opportunities is incredibly labor intensive and error prone process.
That’s where Athens Predictive Claim Subrogation comes in. Athens is a purpose
built, fully integrated predictive application that quickly and accurately identifies
subrogation opportunities and wraps the entire process into a streamlined workflow
process delivered in the cloud.
Athens analyzes structured and unstructured data alike. For unstructured data
such as claim notes and police reports, Athens performs fully automated topic
modeling. Topic modeling mines millions of claim notes and finds topics (groups of
terms) that are related to subrogation. There’s no need to predefine subrogation
search terms, but if you do know what you are looking for Athens supports that too.
Athens then uses the latest predictive modeling techniques such as Random Forests and
Deep Learning to find subrogation opportunities. Unlike any other subrogation offerings
in the market, Athens gives deep insight into how and why it makes the predictions it
does. Athens gives claim by claim analysis of its own recommendations.
Structured Claims Data
* Policy Information
* Claim Data
* Police Report Data
* Customer Information
* 3rd Party Data (LexusNexis, etc.)
Unstructured Claims Data
* Claim Notes
* Police Reports
Search Terms Engine
Topic Modeling
* Find Topics by Note
Predictive
Modeling
* Calculate
Propensity for
Subrogation
Subrogation
Team
Business Rules
Engine
* Business
Rules Drive
Recommendations
* Review
Recommendations
Update Status
(Remit v.
No Action)
System
Recommendations
The end result is an analytically driven solution
with a configurable but streamlined workflow process.
Claims get analyzed at scale in an unbiased manner. Claim examiners are laser
focused on the right claims and given deep insights into why the claims are potential
subrogation candidates.
Athens Predictive Subrogation in the Cloud
Athens is delivered in the cloud. This means Athens is available anywhere and
anytime. All that is required is valid credentials, a modern browser and a connection
to the internet.
Athens layers on user defined business rules onto the predictive
analytics allowing the workflow to be driven by a combination of
business goals (e.g. claim amount, line of business, etc.)
and predictive output (e.g. probability of claim
requiring subrogation). The final examiner review
(and final claim status assignment) is done on a
high priority list of claims as identified by the
business rules/predictive output.
QueBIT Predictive Claim Subrogation (Java Web App)
QueBIT Cloud / AWS / On-premise VM**
ODBC
Authentication
Flat Files
SFTP/SCP/PGP
QueBIT Rules Engine
QueBIT (GPU Enabled) Predictive Engine
QueBIT RDBMS Data Model
QueBIT ETL Engine (Java + XML) + Cron SchedulingQueBIT ETL Engine
SQL
Client Infrastructure*
Benefits of Predictive Subrogation
•	 Rapid deployment (1-4 weeks)
•	 Highly accurate predictions requiring in less examiner resources
•	 Predictive data insights (for each claim) focus examiners to key subrogation indicators
•	 Streamlined workflow
•	 Extremely fast ROI realization (weeks not years)
•	 Low entry cost
Security is always a concern with insurance data so QueBIT implements encryption
during the transmission of all data. Configuring Athens is a rapid process. Most clients
can be up and running in 1-2 weeks.
QueBIT Consulting LLC
49 Secor Road
Scarsdale, NY 10583
1-800-QueBIT1
www.quebit.com
About QueBIT
Trustedexpertsinanalytics,QueBITisdedicatedtohelpingorganizationstoleveragetheirdatato
make more intelligent decisions that result in significantly improved business value. QueBIT has
delivered analytics solutions to more than 450 organizations, including some of the largest and
most successful companies in the world. QueBIT solutions span the entire spectrum of analytics,
from data management, including Big Data strategy and implementation, Business Intelligence,
Business Planning, Predictive Analytics and IoT Analytics. QueBIT’s unique CARE methodology
coaches customers to achieve independence in solution ownership, while delivering rapid
time to value. QueBIT has been recognized by many industry awards. www.quebit.com.
© QueBIT Consulting LLC 2014. QueBIT and FrameWORQ are registered trademarks of QueBIT Consulting
LLC. IBM, the IBM logo, Cognos, and TM1 are trademarks of International Business Machines Corporation.
Trusted Experts in Analytics

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ATHENS Predictive Claim Subrogation - QueBIT

  • 1. ATHENS Predictive Claim Subrogation Dramatically increase your payout recovery with Predictive Analytics
  • 2. Trusted Experts in Analytics Athens Predictive Claim Subrogation Overview Effective insurance subrogation drives recoveries of 12-22%. The problem is that most insurance companies don’t have the resources to implement effective insurance subrogation. Looking through millions of claim notes and police reports to find subrogation opportunities is incredibly labor intensive and error prone process. That’s where Athens Predictive Claim Subrogation comes in. Athens is a purpose built, fully integrated predictive application that quickly and accurately identifies subrogation opportunities and wraps the entire process into a streamlined workflow process delivered in the cloud. Athens analyzes structured and unstructured data alike. For unstructured data such as claim notes and police reports, Athens performs fully automated topic modeling. Topic modeling mines millions of claim notes and finds topics (groups of terms) that are related to subrogation. There’s no need to predefine subrogation search terms, but if you do know what you are looking for Athens supports that too. Athens then uses the latest predictive modeling techniques such as Random Forests and Deep Learning to find subrogation opportunities. Unlike any other subrogation offerings in the market, Athens gives deep insight into how and why it makes the predictions it does. Athens gives claim by claim analysis of its own recommendations. Structured Claims Data * Policy Information * Claim Data * Police Report Data * Customer Information * 3rd Party Data (LexusNexis, etc.) Unstructured Claims Data * Claim Notes * Police Reports Search Terms Engine Topic Modeling * Find Topics by Note Predictive Modeling * Calculate Propensity for Subrogation Subrogation Team Business Rules Engine * Business Rules Drive Recommendations * Review Recommendations Update Status (Remit v. No Action) System Recommendations
  • 3. The end result is an analytically driven solution with a configurable but streamlined workflow process. Claims get analyzed at scale in an unbiased manner. Claim examiners are laser focused on the right claims and given deep insights into why the claims are potential subrogation candidates. Athens Predictive Subrogation in the Cloud Athens is delivered in the cloud. This means Athens is available anywhere and anytime. All that is required is valid credentials, a modern browser and a connection to the internet. Athens layers on user defined business rules onto the predictive analytics allowing the workflow to be driven by a combination of business goals (e.g. claim amount, line of business, etc.) and predictive output (e.g. probability of claim requiring subrogation). The final examiner review (and final claim status assignment) is done on a high priority list of claims as identified by the business rules/predictive output. QueBIT Predictive Claim Subrogation (Java Web App) QueBIT Cloud / AWS / On-premise VM** ODBC Authentication Flat Files SFTP/SCP/PGP QueBIT Rules Engine QueBIT (GPU Enabled) Predictive Engine QueBIT RDBMS Data Model QueBIT ETL Engine (Java + XML) + Cron SchedulingQueBIT ETL Engine SQL Client Infrastructure* Benefits of Predictive Subrogation • Rapid deployment (1-4 weeks) • Highly accurate predictions requiring in less examiner resources • Predictive data insights (for each claim) focus examiners to key subrogation indicators • Streamlined workflow • Extremely fast ROI realization (weeks not years) • Low entry cost Security is always a concern with insurance data so QueBIT implements encryption during the transmission of all data. Configuring Athens is a rapid process. Most clients can be up and running in 1-2 weeks.
  • 4. QueBIT Consulting LLC 49 Secor Road Scarsdale, NY 10583 1-800-QueBIT1 www.quebit.com About QueBIT Trustedexpertsinanalytics,QueBITisdedicatedtohelpingorganizationstoleveragetheirdatato make more intelligent decisions that result in significantly improved business value. QueBIT has delivered analytics solutions to more than 450 organizations, including some of the largest and most successful companies in the world. QueBIT solutions span the entire spectrum of analytics, from data management, including Big Data strategy and implementation, Business Intelligence, Business Planning, Predictive Analytics and IoT Analytics. QueBIT’s unique CARE methodology coaches customers to achieve independence in solution ownership, while delivering rapid time to value. QueBIT has been recognized by many industry awards. www.quebit.com. © QueBIT Consulting LLC 2014. QueBIT and FrameWORQ are registered trademarks of QueBIT Consulting LLC. IBM, the IBM logo, Cognos, and TM1 are trademarks of International Business Machines Corporation. Trusted Experts in Analytics