1. Current State Problem of Multiple Data Sources
POS Data
Wholesalers
CRM
Others
XLS, CSV, TXT…
Manual effort each month to cleanse, transform and summarize the data
Repetitive task over time
and prone to errors or
quality issues

2. Traditional Solution Involving ETL coding and a Standardized Database
DATA SOURCES
XLS, CSV, TXT…
POS Data
Wholesalers
Supply Chain
CRM
Others
ETL
Data Transformations, Schedulers, Batch Jobs, Manually Coded
Data
Warehouse
DATA
SYSTEM
Server Access
Security
Operations
Master Data Mgmt
ANALYTICS
DATA

3. Quick-Win Solution Automated and Flexible ETL deployed over the Cloud
DATA SOURCES
XLS, CSV, TXT…
POS Data
Wholesalers
Supply Chain
CRM
Others
ETL
Create multiple ETL Automated Routines
for different Data Sources & File Types
DATA
SYSTEM
ANALYTICS
DATA