accelerate digital transformation with process mining · accelerate digital transformation with...
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Accelerate Digital Transformation with Process Mining
Near real-time inventory tracking Problem management – Process performance POC – Real-time process performance using
process mining + ML/AI
• Attended Process Mining Camp
• Started 5 projects to study process
challenges
• Presented the insights at various forums
• Great first impression
• How it is going to help me?
• How can my business people get this
insights and take decision?
• Can process mining be my real-
time monitoring dashboard?
• Can I monitor process performance
in real-time?
Session objectives
POC objectives
.
Insights view Real-time monitoring view The lens of possibility view
Predictive Analytics
Cognitive Analytics
Prescriptive Analytics
Max
FDL
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Extract Digital Footprints
Track real-time Process Performance Monitoring
Mine & Synthesize using – Process Mining
Approach
Get the insights and establish business rules
Global Trade
System of Records
and quality metrics ML/AI
SALES ORDER
DELIVERY ORDER
POST GOODS ISSUE
CUSTOMER INVOICE
INCOMING PAYMENT
SHIPMENT
DOROUTED
DOPICKED
DOPACKED
DOSHIPPED
DOLOADED TO
TRUCK
FREIGHT PLANNING
COMPLETED
FREIGHT COLLECTED
MOVE CARGO INTO
DESTINATION COUNTRY
DO RECEIVED
DELIVERED TO CUSTOMER
Order Management Fulfillment and Logistics Export Management Customs Clerance
CUSTOMS DECLARATION
CREATED
INCOMPLETION CHECK
CUSTOMS DECLARATION DOCUMENT EMAIL (PDF)
TRADE PERFORMA INVOICE
RECEIVE CUSTOMS DECLARATION &
FILE ENTRY
RECEIVE CUSTOMS APPROVAL
1
2
3 4 5
6
Fulfillment and Logistics
GLOBAL TRADE PROCESS
Real-Time
Monitoring
Real-Time Process
Performance Monitoring
DO > 2 days
DO > 3 days
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Process Insights
Last day
Last 10 days
Last 30 days
Process Performance
Business Rules
Enterprise Business
Process
AI & Machine
Learning
Business Telemetry
Operational Telemetry
System Telemetry –Hardware/Software Telemetry
User Telemetry
Telemetry data from numerous points…
which is ingested, processed, stored…then used for monitoring, reporting and
visualizing Business Processes
AppInsights
Business Scenario Generate process insights
and perform AI and Machine learning
to take business decision