cimb ci assessment_cts
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Cimb Ci Assessment_ctsTRANSCRIPT
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CIMB BANK CAMPAIGN MANAGEMENT UPGRADE PROPOSAL
SAS PLATFORM UPGRADE FROM 9.1 TO 9.4 SAS MARKETING AUTOMATION UPGRADE FROM 5.3 TO 6.4
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SAS PROPOSAL AGENDA
1. SAS Campaign Management Business Flow in CIMB2. SAS Campaign Management Technical Flow in CIMB3. Current Challenges4. Our Proposal 5. Benefits6. Pricing
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SAS PROPOSAL CAMPAIGN MANAGEMENT BUSINESS FLOW
ACQUIRE CUSTOMERS, ACCOUNTS & THEIR TRANSACTION DATA
LOAD ACQUIRED DATA INTO THE DATAMART AS FACTS & DIMENSIONS
POPULATE M&M DATAMART, ACHIEVE SINGLE CUSTOMER VIEW &MAINTAIN CURR & HISTORICAL DATA
TRANSFORM THE DATA ACQUIRED in M&M DATAMART TO DERIVE :-1) CUSTOMER ANALYTICAL RECORDS2) POPULATE CMDM FOR GENERATING CAMPAIGN CONTACT LIST
1) POPULATE CAR SOLUTION MART (ABT) FOR MODEL DEVELOPMENT2) POPULATE CAMPAIGN DATAMART FOR GENERATING TARGETTED CAMPAIGNS
1)CUSTOMER ANALYTICAL RECORDS ARE READY WITH CUSTOMER SEGMENTATION & CUSTOMER USAGE PATTERNS2) VARIOUS MODELS ARE DEVELOPED TO ANALYSE & SCORE THE CUSTOMERS
CAMPAIGN CREATION & MAINTENANCE
TARGET CONTACT LIST GENERATED
TARGET CONTACT LIST PUBLISHED TO CHANNELS
CHANNEL SEND THE CAMPAIGN FEEDBACK TO CI
Products in scope Current Account Over Draft Savings Account GDA Fixed Deposit Loan Foreign Currency Current
Account Foreign Currency Fixed
Deposit Hire Purchase Insurance Credit Card Unit Trust Structured Products ASNB
Customers in scope Prime
SAS DI
SAS DI
SAS DI
SAS DI
SAS Data Mart
SAS E-Miner
SAS CI
SAS CI
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SAS® PROPOSAL SAS CAMPAIGN MANAGEMENT TECHNICAL FLOW
TIBS
RCS
eMANAGER
SPS
INS
CMT
ALZ
MMDM
CUSTOMER ANALYTICS (CAR)
CAW
CMDM
SNA FSG
GP6
WATCH LIST
eDealer
PF Application
Swift
CCRIS
BDW
SAS M&M
ETL - WEEKLY
1View
EIS CKMIS
SIBS
CARDLINK BANK
TRADE
CMS
DAILY
MONTHLY
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SAS® PROPOSAL AS_IS ETL TECHNICAL FLOW
ETL_1 (A_01 - A_02)Populate Extract Tables ETL_2 (B_01 - B_02)Populate Staging Tables ETL_3 (C_01)Populate MM Data Mart ETL_4 (D_00 -D_01)Populate CAR Staging Tables ETL_5 (E_02)Populate CAR Tables ETL_6 (D_02)Populate CMDM Staging Tables ETL_7 (E_02)Populate CMDM Tables
ETL GROUPING
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SAS® PROPOSAL CURRENT ISSUES / CHALLENGESIssue Root-Cause Impact Solution
EG performance is slow
Using EG, various source databases (DB2 /Oracle) are queried & data is merged in EG run-time
If Data does not reside in Datamart in a certain structure, it takes longer duration to prepare Campaign contact list using CI Studio & EG
Bring other data sources into the CMDM datamart via scheduled ETL jobs
Campaigns are not comprehensive Familiarity using CI Studio & Information
Maps leading to manual interferenceInconsistent campaign flow
Modify the Information maps to accommodate additional new campaigns
Training CIMB on CI-Studio
Campaign Process is Manual CI Studio doesn’t pass the target Contact
list to Channels. This is done manually by business users
Additional manual effort to prepare Contact list
Integrate CI Studio to Channels. To automatically send the export file to the channel systems
Batch run takes very long
Resulting from multiple data loads throughout the process
Longer time to prepare Campaign contact list
Relook at ETL Architecture & Optimize ETL from source to target datamart
E-Miner not being used E-Miner Skillset not present at the moment Models cannot be created & maintained
efficiently. The effort to create model is very cumbersome.
Training CIMB on E-MinerMigrate all Base SAS models to E-Miner
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BENEFITS OF UPGRADE
Immediate benefits resulting from Upgrade
CIMB On latest version of SAS Platform & SAS Marketing Automation solutionFully automated CampaignsFully automated Data ManagementIntegrated Campaign feedback loop Optimized PerformanceEase of MaintenanceRetrained SAS skills in CIMBSeamless process flow from data acquisition till campaign feedback
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SAS® PROPOSAL OUR PROPOSAL
Enhance & Upgrade to MA
6.4
Implement SAS Real-Time Campaign
Management
1
2
Phase 1a) Optimize & Upgrade to SAS 9.4 (Platform) & SAS Marketing Automation 6.4 (Solution)b) Automate ETL, Campaign flow & Reporting
Phase 2a) Implement Event Driven Marketing b) Implement Real-time Campaign management
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SAS® PROPOSAL PHASE 1 (ENHANCE & UPGRADE TO SAS MA 6.4)
• Create new ETL jobs• Automate all ETL Jobs• Optimize ETL jobs• Upgrade ETL (DI Studio)
• Create /Customize Information maps
• Build/Optimize campaigns• Upgrade Marketing Automation
solution (MA)
• Assess gap in solution mart & retrofit identified gaps
• Create data structures in CMDM to fit external source data
• Migrate Base SAS Models to new Platform SAS 9.4
• Enhance CAR (ABT) for more variables
• Analyze ABT impact & Retrofit identified gaps
• Visual Analytics Dashboards for Model & Campaign Performance
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SAS PROPOSAL PHASE 1 SCOPE
Scope Covers the following:
1. Installation & Set Up for Dev, Test & production Environment for SAS 9.4 Platform & SAS Marketing Automation 6.42. AS-IS Validation and ETL Design optimization3. Requirement analysis for additional manual data sources to be automated & scheduled via ETL jobs. These data
sources are assumed to be within existing MMDM/CMDM and its currently available as SAS Data Sets4. Requirement analysis for customizing SAS CI Studio Metadata / Information Map to accommodate additional data
mentioned in item 35. Integration from SAS Marketing Automation to 1View for publishing the Target contact list & Feedback loop
automation from 1View to SAS Marketing Automation6. Optimize ETL performance and automate the campaign management flow from source data acquisition all the way
to campaign feedback loop closure7. Develop upto 5 VA Data sets for CIMB Campaign Management team in order for them to develop their Campaign
Performance Monitoring & other reports as required. Develop upto 2 – 3 key Dashboard Reports 8. Migrate EG & Base SAS Models to SAS 9.4 Platform9. Testing (SIT, UAT)
1. 1 week SIT 2. 1 month UAT (2 cycles)
10. Deployment and Go-Live11. Knowledge transfer and handover briefing of the applications12. Warranty support of 1 month
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SAS® PROPOSAL PHASE 2 (REAL-TIME CAMPAIGN MANAGEMENT & OFFERS)
Real-Time Decision Manager
Events Stream Processing
Visual Analytics
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SAS PROPOSAL PHASE 2 SCOPE
Scope Covers the following:
1. Installation & Set Up for Dev, Test & production Environment for RTDM, ESP Studio and ESP Stream viewer2. Requirements and design for 3 RTDM business scenarios & 3 ESP business scenarios
a. RTDM – 3 Business scenarios for 2 Product Lines (Cards & Deposits) a. Up to 15 input variables per business scenario & up to total of 350 rules per business scenario
b. ESP - Build 3 ESP models (1 simple, 1 moderate, 1 complex) & includes batch upload of historical transactional data & look up files
3. Integration to Card link, BDW & Clicks vis ESB / Web services 4. Testing (SIT, UAT)
1. 2 weeks SIT 2. 2 months UAT (4 cycles)
5. Deployment and Go-Live6. Knowledge transfer and handover briefing of the applications7. Warranty support of 2 months
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APPENDIX
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SAS® PROPOSAL CURRENT DATAMART ERD
78 TABLES
8 MILLON RECORDS
25 CAMPAIGNS
13 MODELS
32 SCD
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SAS® PROPOSAL SCOPE OF BATCH FILES INTERFACE FOR UPGRADE
Data Source Description Frequency1 SNA FSG Customer Payroll Transaction Details Monthly
2 GP6 Staff Family related info Daily
3 Watch list Exclusion list of customer within bank who is categorized under Fraud, Interpol, Money Laundering etc;
Daily
4 eDealer Hire Purchase application submission & status Monthly
5 PF Application Personal Finance application submission & status Monthly
6 Swift Remittance transactional data Monthly
7 CCRIS CCRIS data for Mortgage loan and Credit Cards application Monthly
8 BDW RCS, e-Manager, SPS, INS, CMT, ALZ, SIBS, Cardlink , Bank Trade & ATM transactions
Weekly
9 TIBS CIMB Clicks transactions Weekly
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SAS® PROPOSALSCOPE OF SAS MODELS TO MIGRATE DURING UPGRADE
Business Unit
Model Objective Build Date
1 GCPF Cash Plus Loan (CPL) Model To improve CPL take-up from CAW base Sep-13
2 GCPF Credit Card (CC) Model To improve CC take-up from CASA base Feb-14
3 SME Remittance Propensity Model Explore new FX remittance user Feb-14
4 WEALTH MGNT Private Wealth UT/ SP Model Identify UT/ SP opportunity form PW base Jun-14
5 GCPF Credit Card Attrition Model To reduce voluntary credit card attrition Sep-14
6 ALL Next Product to Buy Recommend products for all customers Dec-14
7 WEALTH MGNT Sunlink Propensity Improve Sunlink take-up Mar-15
8 WEALTH MGNT Insurance DMTM Identify high propensity insurance customers from CASA base Apr-15
9 DEPOSITS Income Prediction Predict income of Non CAW customers Apr-15
10 DEPOSITS Debit card Activation Model To activate debit card spend Jul-15
11 DEPOSITS Clicks Activation Model To activate Clicks Jul-15
12 GCPF Cashlite Propensity Improve cash lite take-up Aug-15
13 SME Remittance triggers Path to remittance Aug-1550% incre
ase in new
models by 2016
All th
ese models a
re in
Base SAS