1
Process Mining
Gary Bonneau
Senior Manager Product
Cox Communications
3
Business Perspective
Learn Buy Get Use Pay Support
Through what lens do we view the End to End Experience for a Customer?
Service Work
Order IVR
Supply
Chain
Ticketing
System
Workflow
System
Supply
Chain,
Customer
Notified
4
End to End view of Customer Journey
Where to begin.. What can we use for a Case ID
Supply Chain
Key = Work Order Number
Workflow System
Key = Project ID
IVR
Key = Customer Key
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Ticketing System
Key = HD Ticket
Key= Customer Key
Customer Notified
Key = Customer Key
5
End to End view of Customer Journey
Where to begin.. Add keys to other systems that match up
Supply Chain
Key = Work Order Number
Add Key = Customer Key
Workflow System
Key = Project ID
Add Key = Customer Key
Add Key = Work Order Number
IVR
Key = Customer Key
Add Key = Work Order Number
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Ticketing System
Key = HD Ticket
Key= Customer Key
Add Key = Work Order Number
Customer Notified
Key = Customer Key
Add Key = Work Order Number
6
End to End view of Customer Journey
Where to begin.. What do we care about filtering on? Product
and Services are the focus.
Supply Chain
Key = Work Order Number
Add Key = Customer Key
Attribute =Products or Service
codes
Workflow System
Key = Project ID
Add Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service
codes
IVR
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Ticketing System
Key = HD Ticket
Key= Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Customer Notified
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
7
End to End view of Customer Journey
Where to begin.. Create the composite records.
Supply Chain
Key = Work Order Number
Add Key = Customer Key
Attribute =Products or Service
codes
Workflow System
Key = Project ID
Add Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service
codes
IVR
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Ticketing System
Key = HD Ticket
Key= Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Customer Notified
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Source Customer Key Work Order
Number
Product Code
Supply Chain 123 W123 Product A & B
Supply Chain 345 W456 Product B & C
IVR 123 W456 Product A & B
IVR 345 W123 Product B & C
Workflow System 123 W123 Product A & B
Workflow System 345 W456 Product B & C
Service Work
Order
123 W123 Product A & B
Service Work
Order
345 W456 Product B & C
Customer
Notified
123 W123 Product A & B
Customer
Notified
345 W456 Product B & C
Ticketing System 123 W123 Product A & B
Ticketing System 345 W456 Product B & C
Case ID
8
End to End view of Customer Journey
Where to begin.. Create the composite records.
Supply Chain
Key = Work Order Number
Add Key = Customer Key
Attribute =Products or Service
codes
Workflow System
Key = Project ID
Add Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service
codes
IVR
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Ticketing System
Key = HD Ticket
Key= Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Customer Notified
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Source Customer Key Work Order
Number
Product Code
Supply Chain 123 W123 Product A & B
Supply Chain 345 W456 Product B & C
IVR 123 W456 Product A & B
IVR 345 W123 Product B & C
Workflow System 123 W123 Product A & B
Workflow System 345 W456 Product B & C
Service Work
Order
123 W123 Product A & B
Service Work
Order
345 W456 Product B & C
Customer
Notified
123 W123 Product A & B
Customer
Notified
345 W456 Product B & C
Ticketing System 123 W123 Product A & B
Ticketing System 345 W456 Product B & C
Case ID
9
End to End view of Customer Journey
Where to begin.. Create the composite records.
Supply Chain
Key = Work Order Number
Add Key = Customer Key
Attribute =Products or Service
codes
Workflow System
Key = Project ID
Add Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service
codes
IVR
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Ticketing System
Key = HD Ticket
Key= Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Customer Notified
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Source Customer Key Work Order
Number
Product Code
Supply Chain 123 W123 Product A & B
Supply Chain 345 W456 Product B & C
IVR 123 W456 Product A & B
IVR 345 W123 Product B & C
Workflow System 123 W123 Product A & B
Workflow System 345 W456 Product B & C
Service Work
Order
123 W123 Product A & B
Service Work
Order
345 W456 Product B & C
Customer
Notified
123 W123 Product A & B
Customer
Notified
345 W456 Product B & C
Ticketing System 123 W123 Product A & B
Ticketing System 345 W456 Product B & C
High Level Activity
10
End to End view of Customer Journey
Understanding the experience at all customer touchpoints is essential for organizations.
Supply Chain
Key = Work Order Number
Add Key = Customer Key
Attribute =Products or Service
codes
Workflow System
Key = Project ID
Add Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service
codes
IVR
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Ticketing System
Key = HD Ticket
Key= Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Customer Notified
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
11
End to End view of Customer Journey
Understanding the experience at all customer touchpoints is essential for organizations.
Supply Chain
Key = Work Order Number
Add Key = Customer Key
Attribute =Products or Service
codes
Workflow System
Key = Project ID
Add Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service
codes
IVR
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Ticketing System
Key = HD Ticket
Key= Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Customer Notified
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
SalesForce NPS Care Solutions
Construction
Workflow
Systems to Added
12
End to End view of Customer Journey
Adjust activity selection to a working level
Task Type Source Customer Key Work Order
Number
Product Code
Order Shipped Supply Chain 123 W123 Product A & B
Order Shipped Supply Chain 345 W456 Product B & C
Call IVR 123 W456 Product A & B
Call IVR 345 W123 Product B & C
Project Workflow System 123 W123 Product A & B
Project Workflow System 345 W456 Product B & C
Create Work
Order
Service Work
Order
123 W123 Product A & B
Create Work
Order
Service Work
Order
345 W456 Product B & C
Order
Conformation
Customer Notified 123 W123 Product A & B
Order
Conformation
Customer Notified 345 W456 Product B & C
Follow up Truck
roll
Ticketing System 123 W123 Product A & B
Follow up Truck
roll
Ticketing System 345 W456 Product B & C
Working Level Activity
Supply Chain
Key = Work Order Number
Add Key = Customer Key
Attribute =Products or Service
codes
Order Shipped
Workflow System
Key = Project ID
Add Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service
codes
Project
IVR
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Call
Service Work Order
Key = Work Order Number
Key= Customer Key
Attribute =Products or Service
codes
Create Work Order
Ticketing System
Key = HD Ticket
Key= Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Follow up Truck roll
Customer Notified
Key = Customer Key
Add Key = Work Order Number
Attribute =Products or Service codes
Order Conformation
13
Multi-Data Sources
Adjust activity selection to a working level
14
Lower Level – Customer Notified
Adjust activity selection to a working level
Tip .. Combining task type
and data source helps
identify the source of
data in one view.
15
Validate changes to systems
We discovered an incorrect
transaction sequence.
Filtered down to notice it was only
wrong in a region.
Validated it when it was corrected.
Ordered Shipped should never move
to Order Completed.
Before
Focusing on Customer Notifications 1
2
3
16
Validate changes to systems
We discovered an incorrect transaction
sequence.
Filtered down to notice it was only
wrong in a region.
Validated it when it was corrected.
Ordered Shipped should never move to
Order Completed.
1
2
3
Focusing on Customer Notifications
After
17
Validate changes to systems
We discovered missing customer notifications in this flow.
This simple visual is able to be used to
drive the conversation with system
owners.
Better questions without judgement is
based on the data.
18
Drilling down to the task level in the process
Researching the end-to-end view of at the customer level is easy and helpful
Searching for certain events or all the events
for a customer is easy and a time saving
19
Where can we automate tasks
Using BOTs to automate certain task or see how successful the current BOTs are performing
20
Next steps…
What can help move the program for Process Mining forward?
• Give demos to other product teams and
show them how quickly they can gain
insights
21
Next steps…
What can help move the program for Process Mining forward?
• Share with the system owners
22
Next steps…
What can help move the program for Process Mining forward?
• Provide updates to leadership as to the
benefits gained
23
Next steps…
What can help move the program for Process Mining forward?
• Other teams will become advocates for the
benefits
24
Thanks for your time today!

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End to End Process Analysis - Cox Communications

  • 1. 1 Process Mining Gary Bonneau Senior Manager Product Cox Communications
  • 2. 3 Business Perspective Learn Buy Get Use Pay Support Through what lens do we view the End to End Experience for a Customer? Service Work Order IVR Supply Chain Ticketing System Workflow System Supply Chain, Customer Notified
  • 3. 4 End to End view of Customer Journey Where to begin.. What can we use for a Case ID Supply Chain Key = Work Order Number Workflow System Key = Project ID IVR Key = Customer Key Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Ticketing System Key = HD Ticket Key= Customer Key Customer Notified Key = Customer Key
  • 4. 5 End to End view of Customer Journey Where to begin.. Add keys to other systems that match up Supply Chain Key = Work Order Number Add Key = Customer Key Workflow System Key = Project ID Add Key = Customer Key Add Key = Work Order Number IVR Key = Customer Key Add Key = Work Order Number Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Ticketing System Key = HD Ticket Key= Customer Key Add Key = Work Order Number Customer Notified Key = Customer Key Add Key = Work Order Number
  • 5. 6 End to End view of Customer Journey Where to begin.. What do we care about filtering on? Product and Services are the focus. Supply Chain Key = Work Order Number Add Key = Customer Key Attribute =Products or Service codes Workflow System Key = Project ID Add Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes IVR Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Ticketing System Key = HD Ticket Key= Customer Key Add Key = Work Order Number Attribute =Products or Service codes Customer Notified Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes
  • 6. 7 End to End view of Customer Journey Where to begin.. Create the composite records. Supply Chain Key = Work Order Number Add Key = Customer Key Attribute =Products or Service codes Workflow System Key = Project ID Add Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes IVR Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Ticketing System Key = HD Ticket Key= Customer Key Add Key = Work Order Number Attribute =Products or Service codes Customer Notified Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Source Customer Key Work Order Number Product Code Supply Chain 123 W123 Product A & B Supply Chain 345 W456 Product B & C IVR 123 W456 Product A & B IVR 345 W123 Product B & C Workflow System 123 W123 Product A & B Workflow System 345 W456 Product B & C Service Work Order 123 W123 Product A & B Service Work Order 345 W456 Product B & C Customer Notified 123 W123 Product A & B Customer Notified 345 W456 Product B & C Ticketing System 123 W123 Product A & B Ticketing System 345 W456 Product B & C Case ID
  • 7. 8 End to End view of Customer Journey Where to begin.. Create the composite records. Supply Chain Key = Work Order Number Add Key = Customer Key Attribute =Products or Service codes Workflow System Key = Project ID Add Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes IVR Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Ticketing System Key = HD Ticket Key= Customer Key Add Key = Work Order Number Attribute =Products or Service codes Customer Notified Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Source Customer Key Work Order Number Product Code Supply Chain 123 W123 Product A & B Supply Chain 345 W456 Product B & C IVR 123 W456 Product A & B IVR 345 W123 Product B & C Workflow System 123 W123 Product A & B Workflow System 345 W456 Product B & C Service Work Order 123 W123 Product A & B Service Work Order 345 W456 Product B & C Customer Notified 123 W123 Product A & B Customer Notified 345 W456 Product B & C Ticketing System 123 W123 Product A & B Ticketing System 345 W456 Product B & C Case ID
  • 8. 9 End to End view of Customer Journey Where to begin.. Create the composite records. Supply Chain Key = Work Order Number Add Key = Customer Key Attribute =Products or Service codes Workflow System Key = Project ID Add Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes IVR Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Ticketing System Key = HD Ticket Key= Customer Key Add Key = Work Order Number Attribute =Products or Service codes Customer Notified Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Source Customer Key Work Order Number Product Code Supply Chain 123 W123 Product A & B Supply Chain 345 W456 Product B & C IVR 123 W456 Product A & B IVR 345 W123 Product B & C Workflow System 123 W123 Product A & B Workflow System 345 W456 Product B & C Service Work Order 123 W123 Product A & B Service Work Order 345 W456 Product B & C Customer Notified 123 W123 Product A & B Customer Notified 345 W456 Product B & C Ticketing System 123 W123 Product A & B Ticketing System 345 W456 Product B & C High Level Activity
  • 9. 10 End to End view of Customer Journey Understanding the experience at all customer touchpoints is essential for organizations. Supply Chain Key = Work Order Number Add Key = Customer Key Attribute =Products or Service codes Workflow System Key = Project ID Add Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes IVR Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Ticketing System Key = HD Ticket Key= Customer Key Add Key = Work Order Number Attribute =Products or Service codes Customer Notified Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes
  • 10. 11 End to End view of Customer Journey Understanding the experience at all customer touchpoints is essential for organizations. Supply Chain Key = Work Order Number Add Key = Customer Key Attribute =Products or Service codes Workflow System Key = Project ID Add Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes IVR Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Ticketing System Key = HD Ticket Key= Customer Key Add Key = Work Order Number Attribute =Products or Service codes Customer Notified Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes SalesForce NPS Care Solutions Construction Workflow Systems to Added
  • 11. 12 End to End view of Customer Journey Adjust activity selection to a working level Task Type Source Customer Key Work Order Number Product Code Order Shipped Supply Chain 123 W123 Product A & B Order Shipped Supply Chain 345 W456 Product B & C Call IVR 123 W456 Product A & B Call IVR 345 W123 Product B & C Project Workflow System 123 W123 Product A & B Project Workflow System 345 W456 Product B & C Create Work Order Service Work Order 123 W123 Product A & B Create Work Order Service Work Order 345 W456 Product B & C Order Conformation Customer Notified 123 W123 Product A & B Order Conformation Customer Notified 345 W456 Product B & C Follow up Truck roll Ticketing System 123 W123 Product A & B Follow up Truck roll Ticketing System 345 W456 Product B & C Working Level Activity Supply Chain Key = Work Order Number Add Key = Customer Key Attribute =Products or Service codes Order Shipped Workflow System Key = Project ID Add Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Project IVR Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Call Service Work Order Key = Work Order Number Key= Customer Key Attribute =Products or Service codes Create Work Order Ticketing System Key = HD Ticket Key= Customer Key Add Key = Work Order Number Attribute =Products or Service codes Follow up Truck roll Customer Notified Key = Customer Key Add Key = Work Order Number Attribute =Products or Service codes Order Conformation
  • 12. 13 Multi-Data Sources Adjust activity selection to a working level
  • 13. 14 Lower Level – Customer Notified Adjust activity selection to a working level Tip .. Combining task type and data source helps identify the source of data in one view.
  • 14. 15 Validate changes to systems We discovered an incorrect transaction sequence. Filtered down to notice it was only wrong in a region. Validated it when it was corrected. Ordered Shipped should never move to Order Completed. Before Focusing on Customer Notifications 1 2 3
  • 15. 16 Validate changes to systems We discovered an incorrect transaction sequence. Filtered down to notice it was only wrong in a region. Validated it when it was corrected. Ordered Shipped should never move to Order Completed. 1 2 3 Focusing on Customer Notifications After
  • 16. 17 Validate changes to systems We discovered missing customer notifications in this flow. This simple visual is able to be used to drive the conversation with system owners. Better questions without judgement is based on the data.
  • 17. 18 Drilling down to the task level in the process Researching the end-to-end view of at the customer level is easy and helpful Searching for certain events or all the events for a customer is easy and a time saving
  • 18. 19 Where can we automate tasks Using BOTs to automate certain task or see how successful the current BOTs are performing
  • 19. 20 Next steps… What can help move the program for Process Mining forward? • Give demos to other product teams and show them how quickly they can gain insights
  • 20. 21 Next steps… What can help move the program for Process Mining forward? • Share with the system owners
  • 21. 22 Next steps… What can help move the program for Process Mining forward? • Provide updates to leadership as to the benefits gained
  • 22. 23 Next steps… What can help move the program for Process Mining forward? • Other teams will become advocates for the benefits
  • 23. 24 Thanks for your time today!