SlideShare una empresa de Scribd logo
1 de 32
BPM Techniques and Tools
A Quick 360° Tour of the BPM Lifecycle
Marlon Dumas
University of Tartu
marlon.dumas@ut.ee
1
Body of principles, methods and tools to
• analyze,
• (re-)design,
• execute and
• monitor
business processes, with the aim of improving
their performance.
What is BPM?
Improving Performance (Rummler’s Framework)
Financial
Human
Resources
Technology
Economy CultureRegulatory
Organisation
Performance ManagementPerformance Planning
Function A Function B Function C
Assets &
Resources
Business Environment
Stakeholders
Customers
Materials
Competitors
Business Process
Business Process
Business Process
Value
3
Efficiency
Integration
Compliance
Internal
Quality
Networking Agility
External
The Seven Values of BPM – Rosemann et al. 2011
Transparency
M. Rosemann et al., “Value-Driven BPM: Which Values Matter for BPM?”, 2011
The BPM lifecycle
Process
identification
Conformance and
performance insights
Conformance and
performance insights
Process
monitoring and
controlling
Executable
process
model
Executable
process
model
Process
implementation To-be process
model
To-be process
model
Process
analysis
As-is process
model
As-is process
model
Process
discovery
Process architectureProcess architecture
Process
redesign
Insights on
weaknesses and
their impact
Insights on
weaknesses and
their impact
5
What?
1. Identify an organization’s business processes
2. Prioritize their management based on certain criteria
Why?
1. Get a broad picture of processes in the org and relations
2. Maximize value of BPM initiatives
Process Identification
1. Designation
• Enumerate main processes
• Determine process scope
2. Prioritization
Process Identification
After Davenport (1993)
Process
Architecture
Prioritized
Process
Portfolio
Process Enumeration
“Most businesses have just three core processes:
1. Sell stuff
2. Deliver stuff
3. Making sure you have stuff to sell and deliver”
Geary Rummler
Porter: Components of a process architecture
Core Processes
Management
Processes
Suppliers/Partners
Customers/Stakeholders
Support Processes
After Michael Porter (1985)
Strategic
Management
Logistics
Management
Warehouse
Management
Suppliers
Management
Management processes
Finance
Indirect
procurement
IT HR
Core processes
Support processes
Wholesaler
Example: Process Landscape
Demand
Management
Sales
Direct
procurement
Distribution
ServiceMarketing
Process Scoping
Processes are interdependent  insights into interrelations
required
• Horizontal: upstream – downstream processes
• Vertical: main processes – sub-processes
• Specialization: general – special product/service
Process architecture
• Chain of core processes an organization performs to deliver
value to customers and stakeholders
Horizontal Scoping: Value Chains
Procure-to-service
Vertical Scoping: Process Hierarchies
Processhierarchy
Level 1
Process
Landscape
Level 2
Main
Processes
(e.g. BPMN)
Level 3+
Subprocesses, Tasks
(e.g. BPMN)
Transparency
Financial institution
Example: Prioritized Process Landscape
Health
High
Low
GoodPoor
Short-term action
Rating
Contract
preparation
Loan market
evaluation
Handling of
payments
Loan
application
Loan
planning
Loan
controlling
Loan
decision
Feasibility
Low
High
Medium
Possible Strategic fit?
Transparency
The BPM Lifecycle
Process
identification
Conformance and
performance insights
Conformance and
performance insights
Process
monitoring and
controlling
Executable
process
model
Executable
process
model
Process
implementation To-be process
model
To-be process
model
Process
analysis
As-is process
model
As-is process
model
Process
discovery
Process architectureProcess architecture
Process
redesign
Insights on
weaknesses and
their impact
Insights on
weaknesses and
their impact
15
Modeling
notations
BPMN
DMN
Tools Syntax & style checking
Model repository management
Dictionary & ontologies
Process Discovery
16
Discovery
techniques
Interviews, walkthroughs
Observation
Document analysis, automated process discovery
Workshops (e.g. sticky-notes)
Modeling
guidelines
and quality
frameworks
7PMG
Silver’s BPMN style guidelines
SEQUAL framework
Process Discovery
17
Business process model
ERP
Senior Finance Officer
Finance
Department
Check
Invoice
Mismatches
Enter
Invoice
Details
mismatch
exists
no
mismatches
Block
Invoice
Invoice
received
Invoice
posted
Post Invoice
Invoice
blocked
Invoice InvoiceReport
InvoiceInvoice DB
18
Transparency
The BPM lifecycle
Process
identification
Conformance and
performance insights
Conformance and
performance insights
Process
monitoring and
controlling
Executable
process
model
Executable
process
model
Process
implementation To-be process
model
To-be process
model
Process
analysis
As-is process
model
As-is process
model
Process
discovery
Process architectureProcess architecture
Process
redesign
Insights on
weaknesses and
their impact
Insights on
weaknesses and
their impact
19
Process analysis techniques
Lean
Waste
analysis
Six big
losses
Bottleneck
analysis
Six Sigma
Value-
added
analysis
Root-
cause
analysis
Pareto
analysis
Business
Analysis
SWOT
Stakeholder
analysis
Issue
Register
Operations
Mgnt.
Flow
Analysis
Queuing
Analysis
Simulation
Quality Efficiency
The BPM lifecycle
Process
identification
Conformance and
performance insights
Conformance and
performance insights
Process
monitoring and
controlling
Executable
process
model
Executable
process
model
Process
implementation To-be process
model
To-be process
model
Process
analysis
As-is process
model
As-is process
model
Process
discovery
Process architectureProcess architecture
Process
redesign
Insights on
weaknesses and
their impact
Insights on
weaknesses and
their impact
21
Transactional Redesign
• Doesn’t put into question the current process structure
• Seeks to identify problems and resolve them incrementally,
one step at a time
• E.g. Business Process Reengineering (BPR)
Transformational Redesign
• Puts into question the fundamental assumptions and
principles of the existing process structure
• Aims to radically change the process structure
• E.g. Heuristic process redesign
Process Redesign Styles
Capture information once and at the source
Subsume information-processing work into the real work
that produces the information
Have those who use the output of the process drive the
process
Put the decision point where the work is performed, and
build control into the process
…
Business Process Reengineering (Hammer)
23
Quality Efficiency
• Task elimination
• Task composition/decomposition
• Triage
Task-level
• Re-sequencing
• Parallelism enhancement
Flow-level
• Specialization & standardization
• Resource optimization
• Communication optimization
• Automation
Process-level
Redesign heuristics (Reijers et al.)
24
Cost
Quality
Time FlexibilityQuality Efficiency Agility
The BPM lifecycle
Process
identification
Conformance and
performance insights
Conformance and
performance insights
Process
monitoring and
controlling
Executable
process
model
Executable
process
model
Process
implementation To-be process
model
To-be process
model
Process
analysis
As-is process
model
As-is process
model
Process
discovery
Process architectureProcess architecture
Process
redesign
Insights on
weaknesses and
their impact
Insights on
weaknesses and
their impact
25
Process
automation
Executable
process design
BPMS
Implementation
Enterprise
system
configuration
API Design...
Process change
management
Job redesign
Change
resistance
Performance
management
planning
Training….
Process implementation
26
Quality
Efficiency
Compliance
Transparency
Integration
The BPM lifecycle
Process
identification
Conformance and
performance insights
Conformance and
performance insights
Process
monitoring and
controlling
Executable
process
model
Executable
process
model
Process
implementation To-be process
model
To-be process
model
Process
analysis
As-is process
model
As-is process
model
Process
discovery
Process architectureProcess architecture
Process
redesign
Insights on
weaknesses and
their impact
Insights on
weaknesses and
their impact
27
Process monitoring
Dashboards & Reports
Process MiningEvent
stream
DB
28
Process Mining
29
/
event log
discovered model
Discovery
Conformance
Deviance
Difference
diagnostics
Performance
input model
Enhanced model
event log’
Quality Efficiency Compliance
Transparency
Efficiency
Integration
Compliance
Internal
Quality
Networking Agility
External
Quo Vadis
Transparency
M. Rosemann et al., “Value-Driven BPM: Which Values Matter for BPM?”, 2011
1980-…
TQM
Six Sigma
1980…
BPR
Lean
2000…
ISO 9001
Sarbanes-Oxley
1990…
Workflow Mngt.
SOA
RPA
2000-…
BPO
Open Innovation
Customer Journey
2010-…
Case Mgnt.
Digital Transf.
Vertical Integration
1990-…
Process Modeling
Decision Modeling
Customer Journey Mapping
Networking Customer intimacy Customer journey
analysis
Privacy, trust, integrity Blockchain
Agility /
adaptability
Vertical integration Integrated product &
process management
Offline-to-online
integration
Digital transformation
Rapid lifecycle iteration NESST
Personalized
conversations
Predictive BPM
Challenges & Opportunities
31
Want to know more?
Starts 10 October 2016
Register at:
http://moocs.qut.edu.au

Más contenido relacionado

La actualidad más candente

Introduction to BPM, Business Process Management, BPM
Introduction to BPM, Business Process Management, BPMIntroduction to BPM, Business Process Management, BPM
Introduction to BPM, Business Process Management, BPMSarbashrestha Panda
 
Presentación GlobalSUITE
Presentación GlobalSUITEPresentación GlobalSUITE
Presentación GlobalSUITEaudisec
 
Cmmi Dev 2
Cmmi Dev 2Cmmi Dev 2
Cmmi Dev 2kmpeter
 
Process architecture - Part II
Process architecture - Part IIProcess architecture - Part II
Process architecture - Part IIMarcello La Rosa
 
presentations_Day 3 & 4-Capability Maturity Model Integration (CMMI).pptx
presentations_Day 3 & 4-Capability Maturity Model Integration (CMMI).pptxpresentations_Day 3 & 4-Capability Maturity Model Integration (CMMI).pptx
presentations_Day 3 & 4-Capability Maturity Model Integration (CMMI).pptxBenjaminFamili
 
Business Process Reengineering
Business Process ReengineeringBusiness Process Reengineering
Business Process ReengineeringDAVIS THOMAS
 
Business Process Management
Business Process ManagementBusiness Process Management
Business Process ManagementMuhammad Ahsan
 
CMMI CONSULTING
CMMI CONSULTINGCMMI CONSULTING
CMMI CONSULTINGArul Nambi
 
Business Process Management
Business Process ManagementBusiness Process Management
Business Process ManagementAmin Kazemi
 
What is BPM?
What is BPM?What is BPM?
What is BPM?BOC Group
 
Cmmi process overview
Cmmi process overviewCmmi process overview
Cmmi process overviewpvinbox
 
Business Process Management Introduction
Business Process Management IntroductionBusiness Process Management Introduction
Business Process Management IntroductionGBTEC Software AG
 
Evidence-Based Business Process Management
Evidence-Based Business Process ManagementEvidence-Based Business Process Management
Evidence-Based Business Process ManagementMarlon Dumas
 
Capability Maturity Model Integration
Capability Maturity Model IntegrationCapability Maturity Model Integration
Capability Maturity Model IntegrationAAKASH S
 
Measuring Process Maturity: The Business Process Maturity Model
Measuring Process Maturity: The Business Process Maturity ModelMeasuring Process Maturity: The Business Process Maturity Model
Measuring Process Maturity: The Business Process Maturity ModelNathaniel Palmer
 
Knowledge management and business intelligence
Knowledge management and business intelligenceKnowledge management and business intelligence
Knowledge management and business intelligenceAzmi Taufik
 
Introduction to Business Process Monitoring and Process Mining
Introduction to Business Process Monitoring and Process MiningIntroduction to Business Process Monitoring and Process Mining
Introduction to Business Process Monitoring and Process MiningMarlon Dumas
 

La actualidad más candente (20)

What is bpm
What is bpmWhat is bpm
What is bpm
 
Introduction to BPM, Business Process Management, BPM
Introduction to BPM, Business Process Management, BPMIntroduction to BPM, Business Process Management, BPM
Introduction to BPM, Business Process Management, BPM
 
Presentación GlobalSUITE
Presentación GlobalSUITEPresentación GlobalSUITE
Presentación GlobalSUITE
 
Cmmi Dev 2
Cmmi Dev 2Cmmi Dev 2
Cmmi Dev 2
 
Process architecture - Part II
Process architecture - Part IIProcess architecture - Part II
Process architecture - Part II
 
presentations_Day 3 & 4-Capability Maturity Model Integration (CMMI).pptx
presentations_Day 3 & 4-Capability Maturity Model Integration (CMMI).pptxpresentations_Day 3 & 4-Capability Maturity Model Integration (CMMI).pptx
presentations_Day 3 & 4-Capability Maturity Model Integration (CMMI).pptx
 
Business Process Reengineering
Business Process ReengineeringBusiness Process Reengineering
Business Process Reengineering
 
Business Process Management
Business Process ManagementBusiness Process Management
Business Process Management
 
CMMI CONSULTING
CMMI CONSULTINGCMMI CONSULTING
CMMI CONSULTING
 
Business Process Management
Business Process ManagementBusiness Process Management
Business Process Management
 
What is BPM?
What is BPM?What is BPM?
What is BPM?
 
Cmmi process overview
Cmmi process overviewCmmi process overview
Cmmi process overview
 
Business Process Management Introduction
Business Process Management IntroductionBusiness Process Management Introduction
Business Process Management Introduction
 
Evidence-Based Business Process Management
Evidence-Based Business Process ManagementEvidence-Based Business Process Management
Evidence-Based Business Process Management
 
Capability Maturity Model Integration
Capability Maturity Model IntegrationCapability Maturity Model Integration
Capability Maturity Model Integration
 
Measuring Process Maturity: The Business Process Maturity Model
Measuring Process Maturity: The Business Process Maturity ModelMeasuring Process Maturity: The Business Process Maturity Model
Measuring Process Maturity: The Business Process Maturity Model
 
The Service Desk Evolution
The Service Desk EvolutionThe Service Desk Evolution
The Service Desk Evolution
 
Knowledge management and business intelligence
Knowledge management and business intelligenceKnowledge management and business intelligence
Knowledge management and business intelligence
 
Introduction to Business Process Monitoring and Process Mining
Introduction to Business Process Monitoring and Process MiningIntroduction to Business Process Monitoring and Process Mining
Introduction to Business Process Monitoring and Process Mining
 
Introduction to e commerce
Introduction to e   commerceIntroduction to e   commerce
Introduction to e commerce
 

Similar a BPM Techniques and Tools: A Quick Tour of the BPM Lifecycle

Capability Maturity Model Integrity (CMMI)
Capability Maturity Model Integrity (CMMI)Capability Maturity Model Integrity (CMMI)
Capability Maturity Model Integrity (CMMI)Ivan Lanin
 
Master Global Project ManagementTorrens University Aus.docx
Master Global Project ManagementTorrens University Aus.docxMaster Global Project ManagementTorrens University Aus.docx
Master Global Project ManagementTorrens University Aus.docxendawalling
 
GRCPerfect - Enterprise Project Governance, Risk and Compliance Management Sy...
GRCPerfect - Enterprise Project Governance, Risk and Compliance Management Sy...GRCPerfect - Enterprise Project Governance, Risk and Compliance Management Sy...
GRCPerfect - Enterprise Project Governance, Risk and Compliance Management Sy...LN Mishra CBAP
 
Software process improvement.ppt
Software process improvement.pptSoftware process improvement.ppt
Software process improvement.pptImXaib
 
Fundamentals of business process management and BPMN
Fundamentals of business process management and BPMNFundamentals of business process management and BPMN
Fundamentals of business process management and BPMNGregor Polančič
 
Importan refrence of quality
Importan refrence of qualityImportan refrence of quality
Importan refrence of qualityali8055
 
Part 01 - Introduction to BPM.pdf
Part 01 - Introduction to BPM.pdfPart 01 - Introduction to BPM.pdf
Part 01 - Introduction to BPM.pdfArya Wirabhuana
 
BPM Business Value Patterns
BPM Business Value Patterns BPM Business Value Patterns
BPM Business Value Patterns Jürgen Kress
 
CMMI Capability Maturity Model Integration
CMMI   Capability Maturity Model Integration CMMI   Capability Maturity Model Integration
CMMI Capability Maturity Model Integration Anand Subramaniam
 
Building Quality Into Your Technical Communications Department
Building Quality Into Your Technical Communications DepartmentBuilding Quality Into Your Technical Communications Department
Building Quality Into Your Technical Communications DepartmentAmy S. Friend
 
Lecture2-Identification.pptx
Lecture2-Identification.pptxLecture2-Identification.pptx
Lecture2-Identification.pptxssuser0d0f881
 
Process improvement
Process improvementProcess improvement
Process improvementArjun Aarzoo
 
Process architecture - Part I
Process architecture - Part IProcess architecture - Part I
Process architecture - Part IMarcello La Rosa
 
Competency Modeling for Business Process Review
Competency Modeling for Business Process ReviewCompetency Modeling for Business Process Review
Competency Modeling for Business Process ReviewJohn Macasio
 
MIS Session 6
MIS Session 6MIS Session 6
MIS Session 6sant190
 
Assessing Your Processes using ISO Standards
Assessing Your Processes using ISO StandardsAssessing Your Processes using ISO Standards
Assessing Your Processes using ISO StandardsPECB
 

Similar a BPM Techniques and Tools: A Quick Tour of the BPM Lifecycle (20)

Capability Maturity Model Integrity (CMMI)
Capability Maturity Model Integrity (CMMI)Capability Maturity Model Integrity (CMMI)
Capability Maturity Model Integrity (CMMI)
 
Master Global Project ManagementTorrens University Aus.docx
Master Global Project ManagementTorrens University Aus.docxMaster Global Project ManagementTorrens University Aus.docx
Master Global Project ManagementTorrens University Aus.docx
 
GRCPerfect - Enterprise Project Governance, Risk and Compliance Management Sy...
GRCPerfect - Enterprise Project Governance, Risk and Compliance Management Sy...GRCPerfect - Enterprise Project Governance, Risk and Compliance Management Sy...
GRCPerfect - Enterprise Project Governance, Risk and Compliance Management Sy...
 
Software process improvement.ppt
Software process improvement.pptSoftware process improvement.ppt
Software process improvement.ppt
 
Fundamentals of business process management and BPMN
Fundamentals of business process management and BPMNFundamentals of business process management and BPMN
Fundamentals of business process management and BPMN
 
Dimensions Of Change
Dimensions Of ChangeDimensions Of Change
Dimensions Of Change
 
Importan refrence of quality
Importan refrence of qualityImportan refrence of quality
Importan refrence of quality
 
Mahsa_Rezaei_BPMS
Mahsa_Rezaei_BPMSMahsa_Rezaei_BPMS
Mahsa_Rezaei_BPMS
 
Part 01 - Introduction to BPM.pdf
Part 01 - Introduction to BPM.pdfPart 01 - Introduction to BPM.pdf
Part 01 - Introduction to BPM.pdf
 
Bpm nuts & bolts
Bpm nuts & boltsBpm nuts & bolts
Bpm nuts & bolts
 
BPM Business Value Patterns
BPM Business Value Patterns BPM Business Value Patterns
BPM Business Value Patterns
 
CMMI Capability Maturity Model Integration
CMMI   Capability Maturity Model Integration CMMI   Capability Maturity Model Integration
CMMI Capability Maturity Model Integration
 
Building Quality Into Your Technical Communications Department
Building Quality Into Your Technical Communications DepartmentBuilding Quality Into Your Technical Communications Department
Building Quality Into Your Technical Communications Department
 
Lecture2-Identification.pptx
Lecture2-Identification.pptxLecture2-Identification.pptx
Lecture2-Identification.pptx
 
Les week 7 BPM
Les week 7 BPMLes week 7 BPM
Les week 7 BPM
 
Process improvement
Process improvementProcess improvement
Process improvement
 
Process architecture - Part I
Process architecture - Part IProcess architecture - Part I
Process architecture - Part I
 
Competency Modeling for Business Process Review
Competency Modeling for Business Process ReviewCompetency Modeling for Business Process Review
Competency Modeling for Business Process Review
 
MIS Session 6
MIS Session 6MIS Session 6
MIS Session 6
 
Assessing Your Processes using ISO Standards
Assessing Your Processes using ISO StandardsAssessing Your Processes using ISO Standards
Assessing Your Processes using ISO Standards
 

Más de Marlon Dumas

How GenAI will (not) change your business?
How GenAI will (not)  change your business?How GenAI will (not)  change your business?
How GenAI will (not) change your business?Marlon Dumas
 
Walking the Way from Process Mining to AI-Driven Process Optimization
Walking the Way from Process Mining to AI-Driven Process OptimizationWalking the Way from Process Mining to AI-Driven Process Optimization
Walking the Way from Process Mining to AI-Driven Process OptimizationMarlon Dumas
 
Discovery and Simulation of Business Processes with Probabilistic Resource Av...
Discovery and Simulation of Business Processes with Probabilistic Resource Av...Discovery and Simulation of Business Processes with Probabilistic Resource Av...
Discovery and Simulation of Business Processes with Probabilistic Resource Av...Marlon Dumas
 
Can I Trust My Simulation Model? Measuring the Quality of Business Process Si...
Can I Trust My Simulation Model? Measuring the Quality of Business Process Si...Can I Trust My Simulation Model? Measuring the Quality of Business Process Si...
Can I Trust My Simulation Model? Measuring the Quality of Business Process Si...Marlon Dumas
 
Business Process Optimization: Status and Perspectives
Business Process Optimization: Status and PerspectivesBusiness Process Optimization: Status and Perspectives
Business Process Optimization: Status and PerspectivesMarlon Dumas
 
Learning When to Treat Business Processes: Prescriptive Process Monitoring wi...
Learning When to Treat Business Processes: Prescriptive Process Monitoring wi...Learning When to Treat Business Processes: Prescriptive Process Monitoring wi...
Learning When to Treat Business Processes: Prescriptive Process Monitoring wi...Marlon Dumas
 
Why am I Waiting Data-Driven Analysis of Waiting Times in Business Processes
Why am I Waiting Data-Driven Analysis of Waiting Times in Business ProcessesWhy am I Waiting Data-Driven Analysis of Waiting Times in Business Processes
Why am I Waiting Data-Driven Analysis of Waiting Times in Business ProcessesMarlon Dumas
 
Augmented Business Process Management
Augmented Business Process ManagementAugmented Business Process Management
Augmented Business Process ManagementMarlon Dumas
 
Process Mining and Data-Driven Process Simulation
Process Mining and Data-Driven Process SimulationProcess Mining and Data-Driven Process Simulation
Process Mining and Data-Driven Process SimulationMarlon Dumas
 
Modeling Extraneous Activity Delays in Business Process Simulation
Modeling Extraneous Activity Delays in Business Process SimulationModeling Extraneous Activity Delays in Business Process Simulation
Modeling Extraneous Activity Delays in Business Process SimulationMarlon Dumas
 
Business Process Simulation with Differentiated Resources: Does it Make a Dif...
Business Process Simulation with Differentiated Resources: Does it Make a Dif...Business Process Simulation with Differentiated Resources: Does it Make a Dif...
Business Process Simulation with Differentiated Resources: Does it Make a Dif...Marlon Dumas
 
Prescriptive Process Monitoring Under Uncertainty and Resource Constraints
Prescriptive Process Monitoring Under Uncertainty and Resource ConstraintsPrescriptive Process Monitoring Under Uncertainty and Resource Constraints
Prescriptive Process Monitoring Under Uncertainty and Resource ConstraintsMarlon Dumas
 
Robotic Process Mining
Robotic Process MiningRobotic Process Mining
Robotic Process MiningMarlon Dumas
 
Accurate and Reliable What-If Analysis of Business Processes: Is it Achievable?
Accurate and Reliable What-If Analysis of Business Processes: Is it Achievable?Accurate and Reliable What-If Analysis of Business Processes: Is it Achievable?
Accurate and Reliable What-If Analysis of Business Processes: Is it Achievable?Marlon Dumas
 
Learning Accurate Business Process Simulation Models from Event Logs via Auto...
Learning Accurate Business Process Simulation Models from Event Logs via Auto...Learning Accurate Business Process Simulation Models from Event Logs via Auto...
Learning Accurate Business Process Simulation Models from Event Logs via Auto...Marlon Dumas
 
Process Mining: A Guide for Practitioners
Process Mining: A Guide for PractitionersProcess Mining: A Guide for Practitioners
Process Mining: A Guide for PractitionersMarlon Dumas
 
Process Mining for Process Improvement.pptx
Process Mining for Process Improvement.pptxProcess Mining for Process Improvement.pptx
Process Mining for Process Improvement.pptxMarlon Dumas
 
Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes
Data-Driven Analysis of  Batch Processing Inefficiencies  in Business ProcessesData-Driven Analysis of  Batch Processing Inefficiencies  in Business Processes
Data-Driven Analysis of Batch Processing Inefficiencies in Business ProcessesMarlon Dumas
 
Optimización de procesos basada en datos
Optimización de procesos basada en datosOptimización de procesos basada en datos
Optimización de procesos basada en datosMarlon Dumas
 
Process Mining and AI for Continuous Process Improvement
Process Mining and AI for Continuous Process ImprovementProcess Mining and AI for Continuous Process Improvement
Process Mining and AI for Continuous Process ImprovementMarlon Dumas
 

Más de Marlon Dumas (20)

How GenAI will (not) change your business?
How GenAI will (not)  change your business?How GenAI will (not)  change your business?
How GenAI will (not) change your business?
 
Walking the Way from Process Mining to AI-Driven Process Optimization
Walking the Way from Process Mining to AI-Driven Process OptimizationWalking the Way from Process Mining to AI-Driven Process Optimization
Walking the Way from Process Mining to AI-Driven Process Optimization
 
Discovery and Simulation of Business Processes with Probabilistic Resource Av...
Discovery and Simulation of Business Processes with Probabilistic Resource Av...Discovery and Simulation of Business Processes with Probabilistic Resource Av...
Discovery and Simulation of Business Processes with Probabilistic Resource Av...
 
Can I Trust My Simulation Model? Measuring the Quality of Business Process Si...
Can I Trust My Simulation Model? Measuring the Quality of Business Process Si...Can I Trust My Simulation Model? Measuring the Quality of Business Process Si...
Can I Trust My Simulation Model? Measuring the Quality of Business Process Si...
 
Business Process Optimization: Status and Perspectives
Business Process Optimization: Status and PerspectivesBusiness Process Optimization: Status and Perspectives
Business Process Optimization: Status and Perspectives
 
Learning When to Treat Business Processes: Prescriptive Process Monitoring wi...
Learning When to Treat Business Processes: Prescriptive Process Monitoring wi...Learning When to Treat Business Processes: Prescriptive Process Monitoring wi...
Learning When to Treat Business Processes: Prescriptive Process Monitoring wi...
 
Why am I Waiting Data-Driven Analysis of Waiting Times in Business Processes
Why am I Waiting Data-Driven Analysis of Waiting Times in Business ProcessesWhy am I Waiting Data-Driven Analysis of Waiting Times in Business Processes
Why am I Waiting Data-Driven Analysis of Waiting Times in Business Processes
 
Augmented Business Process Management
Augmented Business Process ManagementAugmented Business Process Management
Augmented Business Process Management
 
Process Mining and Data-Driven Process Simulation
Process Mining and Data-Driven Process SimulationProcess Mining and Data-Driven Process Simulation
Process Mining and Data-Driven Process Simulation
 
Modeling Extraneous Activity Delays in Business Process Simulation
Modeling Extraneous Activity Delays in Business Process SimulationModeling Extraneous Activity Delays in Business Process Simulation
Modeling Extraneous Activity Delays in Business Process Simulation
 
Business Process Simulation with Differentiated Resources: Does it Make a Dif...
Business Process Simulation with Differentiated Resources: Does it Make a Dif...Business Process Simulation with Differentiated Resources: Does it Make a Dif...
Business Process Simulation with Differentiated Resources: Does it Make a Dif...
 
Prescriptive Process Monitoring Under Uncertainty and Resource Constraints
Prescriptive Process Monitoring Under Uncertainty and Resource ConstraintsPrescriptive Process Monitoring Under Uncertainty and Resource Constraints
Prescriptive Process Monitoring Under Uncertainty and Resource Constraints
 
Robotic Process Mining
Robotic Process MiningRobotic Process Mining
Robotic Process Mining
 
Accurate and Reliable What-If Analysis of Business Processes: Is it Achievable?
Accurate and Reliable What-If Analysis of Business Processes: Is it Achievable?Accurate and Reliable What-If Analysis of Business Processes: Is it Achievable?
Accurate and Reliable What-If Analysis of Business Processes: Is it Achievable?
 
Learning Accurate Business Process Simulation Models from Event Logs via Auto...
Learning Accurate Business Process Simulation Models from Event Logs via Auto...Learning Accurate Business Process Simulation Models from Event Logs via Auto...
Learning Accurate Business Process Simulation Models from Event Logs via Auto...
 
Process Mining: A Guide for Practitioners
Process Mining: A Guide for PractitionersProcess Mining: A Guide for Practitioners
Process Mining: A Guide for Practitioners
 
Process Mining for Process Improvement.pptx
Process Mining for Process Improvement.pptxProcess Mining for Process Improvement.pptx
Process Mining for Process Improvement.pptx
 
Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes
Data-Driven Analysis of  Batch Processing Inefficiencies  in Business ProcessesData-Driven Analysis of  Batch Processing Inefficiencies  in Business Processes
Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes
 
Optimización de procesos basada en datos
Optimización de procesos basada en datosOptimización de procesos basada en datos
Optimización de procesos basada en datos
 
Process Mining and AI for Continuous Process Improvement
Process Mining and AI for Continuous Process ImprovementProcess Mining and AI for Continuous Process Improvement
Process Mining and AI for Continuous Process Improvement
 

Último

Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear RegressionRavindra Nath Shukla
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayNZSG
 
7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...Paul Menig
 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...Any kyc Account
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...rajveerescorts2022
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsP&CO
 
RSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors DataRSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors DataExhibitors Data
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Roland Driesen
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
Monte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMMonte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMRavindra Nath Shukla
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityEric T. Tung
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Dave Litwiller
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...lizamodels9
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfAdmir Softic
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...Aggregage
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...lizamodels9
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.Aaiza Hassan
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 

Último (20)

Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear Regression
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 May
 
7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...
 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
RSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors DataRSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors Data
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
Monte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMMonte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSM
 
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pillsMifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 

BPM Techniques and Tools: A Quick Tour of the BPM Lifecycle

  • 1. BPM Techniques and Tools A Quick 360° Tour of the BPM Lifecycle Marlon Dumas University of Tartu marlon.dumas@ut.ee 1
  • 2. Body of principles, methods and tools to • analyze, • (re-)design, • execute and • monitor business processes, with the aim of improving their performance. What is BPM?
  • 3. Improving Performance (Rummler’s Framework) Financial Human Resources Technology Economy CultureRegulatory Organisation Performance ManagementPerformance Planning Function A Function B Function C Assets & Resources Business Environment Stakeholders Customers Materials Competitors Business Process Business Process Business Process Value 3
  • 4. Efficiency Integration Compliance Internal Quality Networking Agility External The Seven Values of BPM – Rosemann et al. 2011 Transparency M. Rosemann et al., “Value-Driven BPM: Which Values Matter for BPM?”, 2011
  • 5. The BPM lifecycle Process identification Conformance and performance insights Conformance and performance insights Process monitoring and controlling Executable process model Executable process model Process implementation To-be process model To-be process model Process analysis As-is process model As-is process model Process discovery Process architectureProcess architecture Process redesign Insights on weaknesses and their impact Insights on weaknesses and their impact 5
  • 6. What? 1. Identify an organization’s business processes 2. Prioritize their management based on certain criteria Why? 1. Get a broad picture of processes in the org and relations 2. Maximize value of BPM initiatives Process Identification
  • 7. 1. Designation • Enumerate main processes • Determine process scope 2. Prioritization Process Identification After Davenport (1993) Process Architecture Prioritized Process Portfolio
  • 8. Process Enumeration “Most businesses have just three core processes: 1. Sell stuff 2. Deliver stuff 3. Making sure you have stuff to sell and deliver” Geary Rummler
  • 9. Porter: Components of a process architecture Core Processes Management Processes Suppliers/Partners Customers/Stakeholders Support Processes After Michael Porter (1985)
  • 10. Strategic Management Logistics Management Warehouse Management Suppliers Management Management processes Finance Indirect procurement IT HR Core processes Support processes Wholesaler Example: Process Landscape Demand Management Sales Direct procurement Distribution ServiceMarketing
  • 11. Process Scoping Processes are interdependent  insights into interrelations required • Horizontal: upstream – downstream processes • Vertical: main processes – sub-processes • Specialization: general – special product/service Process architecture
  • 12. • Chain of core processes an organization performs to deliver value to customers and stakeholders Horizontal Scoping: Value Chains Procure-to-service
  • 13. Vertical Scoping: Process Hierarchies Processhierarchy Level 1 Process Landscape Level 2 Main Processes (e.g. BPMN) Level 3+ Subprocesses, Tasks (e.g. BPMN) Transparency
  • 14. Financial institution Example: Prioritized Process Landscape Health High Low GoodPoor Short-term action Rating Contract preparation Loan market evaluation Handling of payments Loan application Loan planning Loan controlling Loan decision Feasibility Low High Medium Possible Strategic fit? Transparency
  • 15. The BPM Lifecycle Process identification Conformance and performance insights Conformance and performance insights Process monitoring and controlling Executable process model Executable process model Process implementation To-be process model To-be process model Process analysis As-is process model As-is process model Process discovery Process architectureProcess architecture Process redesign Insights on weaknesses and their impact Insights on weaknesses and their impact 15
  • 16. Modeling notations BPMN DMN Tools Syntax & style checking Model repository management Dictionary & ontologies Process Discovery 16
  • 17. Discovery techniques Interviews, walkthroughs Observation Document analysis, automated process discovery Workshops (e.g. sticky-notes) Modeling guidelines and quality frameworks 7PMG Silver’s BPMN style guidelines SEQUAL framework Process Discovery 17
  • 18. Business process model ERP Senior Finance Officer Finance Department Check Invoice Mismatches Enter Invoice Details mismatch exists no mismatches Block Invoice Invoice received Invoice posted Post Invoice Invoice blocked Invoice InvoiceReport InvoiceInvoice DB 18 Transparency
  • 19. The BPM lifecycle Process identification Conformance and performance insights Conformance and performance insights Process monitoring and controlling Executable process model Executable process model Process implementation To-be process model To-be process model Process analysis As-is process model As-is process model Process discovery Process architectureProcess architecture Process redesign Insights on weaknesses and their impact Insights on weaknesses and their impact 19
  • 20. Process analysis techniques Lean Waste analysis Six big losses Bottleneck analysis Six Sigma Value- added analysis Root- cause analysis Pareto analysis Business Analysis SWOT Stakeholder analysis Issue Register Operations Mgnt. Flow Analysis Queuing Analysis Simulation Quality Efficiency
  • 21. The BPM lifecycle Process identification Conformance and performance insights Conformance and performance insights Process monitoring and controlling Executable process model Executable process model Process implementation To-be process model To-be process model Process analysis As-is process model As-is process model Process discovery Process architectureProcess architecture Process redesign Insights on weaknesses and their impact Insights on weaknesses and their impact 21
  • 22. Transactional Redesign • Doesn’t put into question the current process structure • Seeks to identify problems and resolve them incrementally, one step at a time • E.g. Business Process Reengineering (BPR) Transformational Redesign • Puts into question the fundamental assumptions and principles of the existing process structure • Aims to radically change the process structure • E.g. Heuristic process redesign Process Redesign Styles
  • 23. Capture information once and at the source Subsume information-processing work into the real work that produces the information Have those who use the output of the process drive the process Put the decision point where the work is performed, and build control into the process … Business Process Reengineering (Hammer) 23 Quality Efficiency
  • 24. • Task elimination • Task composition/decomposition • Triage Task-level • Re-sequencing • Parallelism enhancement Flow-level • Specialization & standardization • Resource optimization • Communication optimization • Automation Process-level Redesign heuristics (Reijers et al.) 24 Cost Quality Time FlexibilityQuality Efficiency Agility
  • 25. The BPM lifecycle Process identification Conformance and performance insights Conformance and performance insights Process monitoring and controlling Executable process model Executable process model Process implementation To-be process model To-be process model Process analysis As-is process model As-is process model Process discovery Process architectureProcess architecture Process redesign Insights on weaknesses and their impact Insights on weaknesses and their impact 25
  • 26. Process automation Executable process design BPMS Implementation Enterprise system configuration API Design... Process change management Job redesign Change resistance Performance management planning Training…. Process implementation 26 Quality Efficiency Compliance Transparency Integration
  • 27. The BPM lifecycle Process identification Conformance and performance insights Conformance and performance insights Process monitoring and controlling Executable process model Executable process model Process implementation To-be process model To-be process model Process analysis As-is process model As-is process model Process discovery Process architectureProcess architecture Process redesign Insights on weaknesses and their impact Insights on weaknesses and their impact 27
  • 28. Process monitoring Dashboards & Reports Process MiningEvent stream DB 28
  • 29. Process Mining 29 / event log discovered model Discovery Conformance Deviance Difference diagnostics Performance input model Enhanced model event log’ Quality Efficiency Compliance Transparency
  • 30. Efficiency Integration Compliance Internal Quality Networking Agility External Quo Vadis Transparency M. Rosemann et al., “Value-Driven BPM: Which Values Matter for BPM?”, 2011 1980-… TQM Six Sigma 1980… BPR Lean 2000… ISO 9001 Sarbanes-Oxley 1990… Workflow Mngt. SOA RPA 2000-… BPO Open Innovation Customer Journey 2010-… Case Mgnt. Digital Transf. Vertical Integration 1990-… Process Modeling Decision Modeling Customer Journey Mapping
  • 31. Networking Customer intimacy Customer journey analysis Privacy, trust, integrity Blockchain Agility / adaptability Vertical integration Integrated product & process management Offline-to-online integration Digital transformation Rapid lifecycle iteration NESST Personalized conversations Predictive BPM Challenges & Opportunities 31
  • 32. Want to know more? Starts 10 October 2016 Register at: http://moocs.qut.edu.au