Process Mining Intro


              Email: dafnal@nool.co.il
Dafna Levy    Phone: +972 (0)54-6881739
Challenges

Business processes:
   • Need to be customer
     centric (quality, speed,
     reducing contacts)
   • Need to be efficient
     (costs, reducing waste)




                                2
Typical Situation




          Ideal     Process
         Process    Reality




                              3
Root Causes



     Subjectivity   Everyone sees only a part




     Exceptions           Poor visibility


                                                4
Process
mining can
help by ...


              5
Leveraging IT Data

 When processes are
supported by IT


Detailed logs record:
 • Executed activities
 • When
 • By whom

                         6
Data Requirements




     Process Instance or
 1
     Case identifier
     Status or Activity
 2   attribute (process
     step)
     One timestamp for
 3
     status change, start or
     completion of activity
Process Mining
  Extract ‘As-is’ process
 from existing IT data

 Advantages:
   • Objective (fact-based)
   • Quick (automated)
   • Complete (all variations)




                                 8
Process Mining
Project



 • Determine   • Via DB          • Analyze ‘As-   • Present results
   questions     administrator     is’ process      (e.g., report,
 • Process     • CSV file or     • Answer           presentation,
   scope         database          questions        workshop etc.)
 • Which IT      extract
   systems
Purchasing Process




       Planned       Actual Process
       Process       6 days (up to 48
      Goal: 3 days        days)

                                        10
Benefits (1)

Enables Waste Visibility
  • Hidden Activities
Benefits (1)

Enables Waste Visibility
  • Idle times in process
Benefits (1)
Enables Waste Visibility
  • Animation reveals
    bottlenecks & repetitions
Benefits (2)

Verify compliance regarding the approved and
  official process flow
  • Visual Comparison
  • Explicit checks:
     • - Existing model
     • - Rules
Benefits (2)


Discover compliance issue
• Skipped activities
Benefits (2)

Segregation of duties
• Violation of the
  4-eyes rule
Benefits (3)

Social collaboration patterns
Benefits (3)

Comparing employees
  performance
Benefits

• Get objective picture of actual processes
• Discover waste (to improve quality and
  cost)
• Monitor effects of process changes
• Verify that rules and prescribed processes
  are followed in reality


                                               19
When not applicable?

• Completely manual processes (no data
  available)
• Data is known not to be trustworthy (does
  not represent the real process)
• Problems that need to be solved are not
  related to the process



                                              20
Contact
Fluxicon     Email: anne@fluxicon.com
             Phone: +31-62-4364201
             Web: http://fluxicon.com



Dafna Levy   Email: dafnal@nool.co.il
             Phone: +972 (0)54-6881739

Process Mining Intro (Eng)