5
Digital analytics exploit broad process datasets
with high efficiency and effectiveness
DATA INFORMATION KNOWLEDGE INTELLIGENCE
AT A GLANCE
MANUFACTURING/
SERVICE DELIVERY
PROCESS
INTELLIGENCE
TO MAKE
PROCESS LEANER
Digitization provides the levers
to accelerate and enhance the
analysis workflow substantially.
TRADITIONAL LEAN ANALYSIS
requires a manual, TIME-
CONSUMING data collection
process to evaluate the status quo,
often has a limited scope, and
holds the risk of focusing on
the wrong problem areas.
PROCESSING
• Use cloud technology
to automate data
collection
• Access data in realtime
and from
anywhere via remote
device monitoring
EXPLOITATION
• Consolidate large
datasets in real-time
through highly capable
systems
• Determine data
trends and patterns
at an early stage
ANALYSIS
DIGITAL LEVERS
• Accelerate detailed
data benchmarking
(internally and externally)
with sophisticated
analysis tools
• Automate multiscenario
analyses
UTILIZATION
• Utilize analyses to
streamline processes
• Transfer generated
intelligence to comparable
processes
By using digital analytics, large
datasets can be CONTINUOUSLY
ANALYZED and compared with
historical data and/or benchmarks
from the cloud to DETECT
PATTERNS and relationships
among different process steps.
The resulting intelligence
is used to derive the MOST
EFFICIENT PROCESS DESIGN.
Date and time data Sensor data Employee data ERP/job data