The Next Generation of Business Intelligence

advertisement
The Next Generation
of Business Intelligence
CAS 2001 Seminar on Ratemaking Session DAT-9
MODERATOR: Al Hapke
President, Aspect Inc.
PANELISTS:
Thomas Chesbrough
Founder & Executive Vice President, Thazar Solutions Corporation
James Streff
President, Streff Insurance Services
This slide presentation contains confidential and proprietary information
which is the property of Thazar Solutions Corporation®.
In This Session
• Current environment
• Lessons learned
• Evolution of next generation systems
• Examples
• Real-world usage and benefits
INFORMATION TO INSIGHTTM
2
Current Environment
• Custom data warehouse and applications
• Lengthy implementation timeframe
• High implementation costs
• High-risk implementation process
• Uncertain and unidentifiable user benefits
• Inability to quantify ROI
INFORMATION TO INSIGHTTM
3
The Next Generation
• Intuitive business intelligence environment that
enables user to isolate and clarify problems
• Low-risk, low-cost, end-to-end solution
 Complete operating environment
 Pre-packaged insurance warehouse
 Advanced analytic systems
 Built-in insurance metrics
 Proven decision theory and statistical testing
• Data foundation supports rapid, accurate decisions
INFORMATION TO INSIGHTTM
4
Lessons We Have Learned
Traditional
Data Warehousing
Solutions
Scope
• Enterprise-wide
• Captures all data elements,
whether or not they will ever
be used in company analyses
Effort
Pre-packaged Insurance
Warehouse & Analytic
Application System
• Focused on business
operations
• Captures data elements
vital to analyzing and
monitoring company
performance
• 6-24 months or longer
• 90-160 days
• Large-scale custom ETL
processes typically lengthens
implementation
• Standardized templates
speed up implementation
INFORMATION TO INSIGHTTM
5
Lessons We Have Learned
Traditional
Data Warehousing
Solutions
Pre-packaged Insurance
Warehouse & Analytic
Application System
Cost
• $500,000+ depending on
company size
• Short implementation
process and subscriptionbased pricing reduces cost
dramatically
Results
• Large, complex data
warehouse that stores all the
information a company would
need, but end users still don’t
know how to use the data once
they get it
• Effective system that
empowers user to analyze
and monitor the
effectiveness of their
business processes
INFORMATION TO INSIGHTTM
6
The Information Sweet Spot
INFORMATION TO INSIGHTTM
7
Business Intelligence Investment
INFORMATION TO INSIGHTTM
8
The Evolution of
Business Intelligence
1985
INFORMATION TO INSIGHTTM
1995
2001 & BEYOND
9
Traditional Implementation
Client
Data Stores
Custom
ETL Process
CUSTOM
EXTRACTION
Custom
Data Warehouse
CUSTOM
LOAD
CUSTOM
POPULATE
• Numerous Resources
• Skilled Craftsman
• High Cost
• Excessive Time
• Opportunities for Mistakes
Client
Responsibility
INFORMATION TO INSIGHTTM
Custom Work
10
Custom
Data Marts
Custom Data Marts
& Manual Balancing
New Implementation Approach
Client
Data Stores
Mapping
Template
CLIENT
EXTRACTION
Insurance
Warehouse
XML
CONVERSION
Client XMLTag Data
Maps To Standard
Template Codes
AUTOMATIC
POPULATION
Packaged
Warehouse
Client
Responsibility
INFORMATION TO INSIGHTTM
Insurance
Data Marts
11
SUPPORTS
ANALYSES
Pre-defined
Data Marts &
Automated
Balancing
Automated
Processes
Analytic
Applications
Deployment Environments
Client-site deployment
Thazar-hosted environment
• Client responsible for
• Thazar responsible for
 Operations
 Operations
 Hardware & software costs
 Hardware & software costs
 Maintenance & support
 Maintenance & support
 Internal resources
 Internal resources
 Training issues
 Training issues
• Proven alternative that
reduces cost of entry
• More ROI, more quickly
• Remote access via Internet
INFORMATION TO INSIGHTTM
12
Client-site
Deployment
USER
User access
via Internet
(if using
Thazar-hosted
deployment)
Thazar-hosted
Deployment
Client’s INSsight Shell
INSsight Shell
 Business Intelligence Subscription Shell
 Subscription Mgmt. Database / API
 Business Intelligence Subscription Shell
 Subscription Mgmt. Database / API
Client’s Websphere
Application Server
Thazar’s Websphere
Application Server
 Java Server Pages (JSP) Engine
 Servlet Engine
 Enterprise Java Bean Engine
 Java Server Pages (JSP) Engine
 Servlet Engine
 Enterprise Java Bean Engine
Client’s Database Server
Thazar’s Database Server
 Application Specific Data Marts
 Application Registry
 App. Relationship Mgmt System
 Security Database
 Application Specific Data Marts
 Application Registry
 App. Relationship Mgmt System
 Security Database
Data Store,
Warehouse,
and Marts
INFORMATION TO INSIGHTTM
Data Transfer
(if using Thazar-hosted deployment)
13
Data Store,
Warehouse,
and Marts
The Next Generation
• Complete solution with seamless integration
• Analytic applications answer specific business
function questions and guide user through analysis
• Answers four basic questions
 Who
 What
 When
 Where
INFORMATION TO INSIGHTTM
14
Intuitive Applications
• Users don’t have to know:
 Complex data structure
 Technical data element name
 Granularity of data
 SQL knowledge
• Users can easily view information from many angles
and analyze at deep levels
• Seamless, integrated applications support complete
thought process from discovery through analysis
INFORMATION TO INSIGHTTM
15
Simple Interface, Complex Query
• Not just queries, but proven statistical analysis
 Profile Monitor: Chi Square algorithm
 Retention Monitor: unique loyalty matrix
 Loss Monitor & Retention Monitor: leading edge customer
aging process
• Simple interface, but complex query underneath
 One-click summary launches 32 queries to obtain LOB
attributes for new & existing business in Profile Monitor
INFORMATION TO INSIGHTTM
16
INSsight
Business
Intelligence
System
ANALYSES
QUERIES
SCORES
MONITORS
BENCHMARKING
PORTALS
ANALYTIC
APPLICATIONS
SCORING &
MODELING
INSURE
MARTS
INDUSTRYSTANDARD
NAMING
& CODES
INSURANCE
WAREHOUSE
STANDARD TEMPLATE
LOAD
TRANSFORM
EXTRACT
CLAIM
INFORMATION TO INSIGHTTM
POLICY OTHER EXTERNAL
17
DATA
STORES
Success Criteria for
Web-based Business Intelligence
• Performance
• Ease of use
• Scalability
• Interactivity
• Low-cost administration
• Availability
(anywhere, anytime)
• Security
• Functionality
• Pricing
• Architecture
INFORMATION TO INSIGHTTM
18
An Actuary’s Perspective
• Data is accessible and accurate
• Eliminates many clerical tasks
• Allows work at the highest level possible
• Produces valuable business intelligence in
operational areas
• Produces more surgical solutions more efficiently
INFORMATION TO INSIGHTTM
19
A Product’s Hidden Costs
• Actuaries can calculate product price to compensate
for added costs due to poor management
• Many factors add cost to the product
 An undisciplined distribution force
 Customer disloyalty
 Underwriting poor risks
• Adverse selection adds cost to the company
• Actuaries need to apply their skills to eliminate added
costs to keep product prices as low as possible
INFORMATION TO INSIGHTTM
20
Defining A Good Solution
• Measures behavior that produces good results
• Includes responsive formulas for early detection
• Isolates measurements on any subset of information
• Follows stream of logic in solving problems by linking
applications
• Scores performance and sets alerts
INFORMATION TO INSIGHTTM
21
INSsight Applications
™
• Retention Monitor™ – measures retention trends
• Loss Monitor™ – measures underwriting excellence
• Profile Monitor™ – measures discrete changes in a
company’s book of business
• Claim Monitor™ – measures claim excellence
• Ratemaker™ – supports the pricing function
• Prophet Portal™ – provides guided query analysis
INFORMATION TO INSIGHTTM
22
Retention Monitor
• Loyalty has a big economic reward
• Companies with high customer loyalty are the most
profitable and can sustain the best growth rates
• Measures customer and agency loyalty
• Measurements can be calculated by month of issue
or by calendar month
INFORMATION TO INSIGHTTM
23
Loss Monitor
• New business is difficult to underwrite profitably
• Losses early in a policy’s life are balanced by profits
later in the policy’s life
• Underwriting losses on new business need to be
balanced by profits on tenured business
INFORMATION TO INSIGHTTM
24
Profile Monitor
• Measures the characteristics of policies
• Identifies adverse selection
• Measures the direction of a book of business
INFORMATION TO INSIGHTTM
25
Claim Monitor
• Designed as a comprehensive (holistic) system for
measuring claims excellence, including
 Accurate claims reserving
 Claim cost containment
 Control of claim expense
 Recovery of salvage and subrogation
 Proper pace for claim closure
INFORMATION TO INSIGHTTM
26
Ratemaker
• Produces a complete set of ratemaking exhibits
• Enables actuary to interact with the application in
regard to:
 Claim trend factors
 IBNR
 Premium drift factors
 Large loss loadings
INFORMATION TO INSIGHTTM
27
Ratemaker
• Ratemaker will include:
 Rate Indication Worksheet
 Analysis of Catastrophe Losses
 Calculation of Loss Trend Factors
 Analysis of Rating Parameters such as Increased Limit
Factors
 Analysis of Losses by Layer of Loss
 Analysis of Time Lags and Calculation of Investment Income
INFORMATION TO INSIGHTTM
28
Prophet Portal
• An extremely versatile, all-purpose application
• Allows actuary to focus on almost any inquiry
imaginable, including options for defining loss ratio,
exposures and time intervals
• Tremendous power to isolate measurements on any
subset of geography, rating parameter, distribution
entity, and product characteristic that arise from the
questions of who, what, where and when
INFORMATION TO INSIGHTTM
29
Summary
• Thazar’s next generation business intelligence
systems gives actuaries more powerful tools:
 By providing an accurate repository of data
 By giving logic to follow logical thought process in problem
solving
 By incorporating more business intelligence into the decision
making process
 By allowing the actuary to concentrate on business issues
not data issues
INFORMATION TO INSIGHTTM
30
See INSsight™ in action!
Please contact us to participate in
one of the following online demonstrations:
 Thurs., March 22, 9 a.m. CST
 Thurs., March 22, 1 p.m. CST
 Wed., March 28, 9 a.m. CST
 Wed., March 28, 1 p.m. CST
Private demonstration times also available.
T1, Cable, or DSL Internet connection required.
888.527.7866
www.thazar.com
INFORMATION TO INSIGHTTM
32
Download