2. Introduction - RBI Requirement
Flow of data from Individual source system into a Centralized Data Repository
Need for a common end state covering the dimensions of Process & Technology
Accurate and timely data without any manual intervention
Transformation of Data to be submitted to RBI through various layers:
• Data Acquisition Layer
• Data Integration & Submission Layer
• Data Conversion/Validation Layer
• Data Submission Layer
3. Benefits of Automation:
Improved Timelines
Enhanced Data Quality
Improved Efficiency of Processes
Reduced Costs
Use of the CDR for MIS Purposes
4. CRisMac in Banks
Comprehensive Database (Assets, Liabilities & others)
Interfacing with transaction system
Existing customers / accounts.
New customers/ accounts.
Cross validation of parameterized data
Gen of business & regulatory MIS
Gen of Information of Dash Boards for executives
Gen of monitoring reports on banking ops.
Generation of internal analytical reports.
5. CRisMac in Banks
Processing engine for granular data output for DSS
Automated asset classification & provision computation.
MOC incorporation.
Generation of compliance reports (pre/post MOC).
Basel II computation of RWA of loans & generation of XBRL output as per RBI
taxonomy.
Generation of CIBIL outputs
Commercial & consumer data (new & old formats).
CIBIL mortgage & CIBIL detect (available).
Credit monitoring reports.
Potential NPA reports.
Review / renewal monitoring reports.
Document / insurance due date monitoring.
Limit wise, age wise classification reports.
6. CRisMac in Banks
Facilitating audit process at branch / RO/HO level.
Closing returns (pre/post MOC ) for loans assets
Verification of fresh slippages/ upgradation.
Verification of RW computation for Basel II compliance
Reconciliation of MOCs and net effect verification.
Movement of gross / Net NPA / provision at account level.
Generation of Schlixof BS.
Generation of regulatory returns
BSR 1A , 1B in ASCII format
DSB returns
Priority sector returns.
7. Work Flow of ADF by RBI
Bank Data Data
Current Acquisition Integration &
State Storage
Ensure data
timeliness Define standard data
structure for storage
Ensure data
quality
Build a common
Ensure required metadata framework
data is captured
Ensure data is loaded to
centralized data
Build provision for repository
receiving and interpreting
feedback from Reserve
Bank systems
Build the return
submission tracking
mechanism Map target data to
Prepare and repository data structure
implement the
calendar for returns
submission Define the business logic
Build provision for mapping and validation
for generation
of certificate Implement the
Common business logic
Data
End State Submission
Data
Conversion
9. Road-map for implementation
Finalisation of requirement.
Study of data sources for mapping of source data elements with target data elements.
Identification of gap data elements.
Finalisation of business rules for cross validations.
SRS sign off
Designing/ development of ETL routines.
Designing & development of interface.
Designing and development of reports.
UAT sign off.
Pilot run and sign off.
Go live
10. CRisMac ADF Extraction Process
SOURCE OF FIELDS
USER_DIRECTIONS
CBS TO STG
SQLs
STG TO TEMP_diagram
SQLs STG TO TEMP
TEMP TO MAIN
SQLs TEMP TO MAIN
BRANCH_REALLOCATION
TIMEKEY_CHECK
bg_status
UNIFORM BRCODE
14. Data Quality & Cleansing through
CRisMac ADF
Data Issues:
Invalid Data
Conflicting Data
Insufficient Data
Quality Data leads to:
Increased efficiency.
Enhanced customer satisfaction.
Drives profitability of organisation.
Poor Quality Data:
Conflicting reports.
Flawed business plans.
Erroneous decisions
15. Data Quality & Cleansing through
CRisMac ADF
Total number of source records:
Percent of missing column values: May be represented by NULL or a
dummy value such as NA, Unknown, or 9999 etc in source data.
Percent of referential integrity errors.
Missing file indicator.
Source system schema change indicator.
Flagging suspicious data values: Exceptionally high or low values.
16. CRisMac ADF - GAP Data Interface
Inward-Outward Remittances
Unclaimed Deposits
Details of Service Tax Paid
Trade Credit Approvals
BSR-III
Trade Credit Disbursements & Debt Servicing
NHAG Details
Bond Details
Bank Reconciliation
Credit Card Business Details
Sundry Debtors.
Loan Sale Securitization Details
Bullion Import Details
BSR-IV
18. Reports
RBI 28- Balance sheet Analysis
RBI 31- DSB Return no-III report on Quarterly operating results
RBI 36-Statement of Structural Liquidity
RBI 109–BSR Accounts with Credit Limits of Over Rs 2 lakh
RBI 110A-
RBI 110 B –BSR Classification of Term Deposits According to Original Maturity
19. Reports
RBI 110 C –BSR Classification of Term Deposits According to Interest Rate
Range
RBI 110D-
RBI 110 E -BSR Classification of Term Deposits According to Residual
Maturity
RBI 189-SME_IOutstanding Credit to Micro Small and Medium Enterprises
(MSME) Sector
RBI 197 -Half Yearly Adhoc data on Priority Sector Advances
RBI 200- State wise Yearly return on Priority Sector Advances (Final)
22. CRisMac ADF - High Availability Architecture
Clustering of Database Servers
Clustering of Application servers
Redundant Power, LAN, FC Interfaces
Redundant Boot Disks for Operating systems
ISCSI Based Blade Storage deployment
Remote Management and Proactive Diagnosis of Hardware
SQL DB Mirroring