SlideShare une entreprise Scribd logo
1  sur  11
Télécharger pour lire hors ligne
Sandy Kemsley Kemsley Design Ltd. Process Intelligence and Predictive Analytics sandy@kemsleydesign.com www.column2.com Twitter: @skemsley
Why Predictive Analytics? Predict and avert undesirable events 	“Predictive analytics is not just about forecasting what’s coming down the pike. It’s also about keeping the bad alternative futures from happening.” James Kobielus, Forrester
What Are Intelligent Processes? Process, analytics and decisioning Baseline from historical aggregate Analytics on running processes predict future problems Self-adjusting processes through feedback to decisioning
History of Process Intelligence Distinct, often unintegrated technologies and disciplines
History of Process Intelligence Rules add agility to processes
History of Process Intelligence Analytics add visibility to processes
History of Process Intelligence Agility with vision: “Smart Enough Systems” [Taylor/ Raden]
Keys to Intelligent Processes Focus on process goal, not just current task Compare current to baseline model Compare current to historical Understand process dependencies and critical path to identify future problems
Enabling Technologies Managing processes in real-time Models of process timelines and goals In-memory analytics for immediate feedback User feedback via dashboard and mobile alerts
Results and Benefits Make better decisions sooner Avert potential problems before they occur Understand overall process state Provide process guidance for manual decisions Feedback to automated decisioning
Sandy Kemsley Kemsley Design Ltd. Questions? sandy@kemsleydesign.com www.column2.com Twitter: @skemsley

Contenu connexe

Tendances

Why is your model stuck in the lab? How to move your model from the lab to pr...
Why is your model stuck in the lab? How to move your model from the lab to pr...Why is your model stuck in the lab? How to move your model from the lab to pr...
Why is your model stuck in the lab? How to move your model from the lab to pr...Data Con LA
 
ISG: TechChange Presentation on M&E MIS Systems
ISG: TechChange Presentation on M&E MIS SystemsISG: TechChange Presentation on M&E MIS Systems
ISG: TechChange Presentation on M&E MIS SystemsMichael Klein
 
What people analytics can't capture
What people analytics can't captureWhat people analytics can't capture
What people analytics can't captureSanyamArora13
 
Siemens Industrial Services: Know-how Exchange
Siemens Industrial Services: Know-how ExchangeSiemens Industrial Services: Know-how Exchange
Siemens Industrial Services: Know-how Exchangewebbjy
 
Need Middleware Monitoring? Build a Better Business Case.
Need Middleware Monitoring?  Build a Better Business Case.Need Middleware Monitoring?  Build a Better Business Case.
Need Middleware Monitoring? Build a Better Business Case.SL Corporation
 
BUSINESS INTELLIGENCE — HOW DATA DRIVES BUSINESS
BUSINESS INTELLIGENCE — HOW DATA DRIVES BUSINESSBUSINESS INTELLIGENCE — HOW DATA DRIVES BUSINESS
BUSINESS INTELLIGENCE — HOW DATA DRIVES BUSINESSInformatics Summit
 
What analytics can’t capture
What analytics can’t captureWhat analytics can’t capture
What analytics can’t captureSaurabh Ranjan
 
What People Analytics Can’t Capture" by Daniel Goleman
What People Analytics Can’t Capture" by Daniel GolemanWhat People Analytics Can’t Capture" by Daniel Goleman
What People Analytics Can’t Capture" by Daniel GolemanSai Sandeep MN
 
What systems thinking can offer portfolio, programme & project managers, 19 O...
What systems thinking can offer portfolio, programme & project managers, 19 O...What systems thinking can offer portfolio, programme & project managers, 19 O...
What systems thinking can offer portfolio, programme & project managers, 19 O...Association for Project Management
 
Six Sigma - An Introduction
Six Sigma - An IntroductionSix Sigma - An Introduction
Six Sigma - An IntroductionBhavya Dholakia
 
840 plenary elder_using his laptop
840 plenary elder_using his laptop840 plenary elder_using his laptop
840 plenary elder_using his laptopRising Media, Inc.
 
It's about system: How Scrum helps in the big picture
It's about system: How Scrum helps in the big pictureIt's about system: How Scrum helps in the big picture
It's about system: How Scrum helps in the big picturesamililja
 
How to deal with deadlines
How to deal with deadlinesHow to deal with deadlines
How to deal with deadlinesMark William
 
Health Datapalooza 2013: State of the Art - CliniCast
Health Datapalooza 2013: State of the Art - CliniCastHealth Datapalooza 2013: State of the Art - CliniCast
Health Datapalooza 2013: State of the Art - CliniCastHealth Data Consortium
 
Va root cause analysis for process improvement
Va root cause analysis for process improvementVa root cause analysis for process improvement
Va root cause analysis for process improvementsourias
 

Tendances (20)

Why is your model stuck in the lab? How to move your model from the lab to pr...
Why is your model stuck in the lab? How to move your model from the lab to pr...Why is your model stuck in the lab? How to move your model from the lab to pr...
Why is your model stuck in the lab? How to move your model from the lab to pr...
 
ISG: TechChange Presentation on M&E MIS Systems
ISG: TechChange Presentation on M&E MIS SystemsISG: TechChange Presentation on M&E MIS Systems
ISG: TechChange Presentation on M&E MIS Systems
 
What people analytics can't capture
What people analytics can't captureWhat people analytics can't capture
What people analytics can't capture
 
Siemens Industrial Services: Know-how Exchange
Siemens Industrial Services: Know-how ExchangeSiemens Industrial Services: Know-how Exchange
Siemens Industrial Services: Know-how Exchange
 
NFS - Well Cleansing
NFS - Well CleansingNFS - Well Cleansing
NFS - Well Cleansing
 
Visual Perception Analysis with GazeHits
Visual Perception Analysis with GazeHitsVisual Perception Analysis with GazeHits
Visual Perception Analysis with GazeHits
 
Need Middleware Monitoring? Build a Better Business Case.
Need Middleware Monitoring?  Build a Better Business Case.Need Middleware Monitoring?  Build a Better Business Case.
Need Middleware Monitoring? Build a Better Business Case.
 
BUSINESS INTELLIGENCE — HOW DATA DRIVES BUSINESS
BUSINESS INTELLIGENCE — HOW DATA DRIVES BUSINESSBUSINESS INTELLIGENCE — HOW DATA DRIVES BUSINESS
BUSINESS INTELLIGENCE — HOW DATA DRIVES BUSINESS
 
What analytics can’t capture
What analytics can’t captureWhat analytics can’t capture
What analytics can’t capture
 
What People Analytics Can’t Capture" by Daniel Goleman
What People Analytics Can’t Capture" by Daniel GolemanWhat People Analytics Can’t Capture" by Daniel Goleman
What People Analytics Can’t Capture" by Daniel Goleman
 
What systems thinking can offer portfolio, programme & project managers, 19 O...
What systems thinking can offer portfolio, programme & project managers, 19 O...What systems thinking can offer portfolio, programme & project managers, 19 O...
What systems thinking can offer portfolio, programme & project managers, 19 O...
 
Simplify analytics
Simplify analyticsSimplify analytics
Simplify analytics
 
Six Sigma - An Introduction
Six Sigma - An IntroductionSix Sigma - An Introduction
Six Sigma - An Introduction
 
Forecasting
ForecastingForecasting
Forecasting
 
Cash Forecasting and Budgeting - Alfred Artis
Cash Forecasting and Budgeting - Alfred ArtisCash Forecasting and Budgeting - Alfred Artis
Cash Forecasting and Budgeting - Alfred Artis
 
840 plenary elder_using his laptop
840 plenary elder_using his laptop840 plenary elder_using his laptop
840 plenary elder_using his laptop
 
It's about system: How Scrum helps in the big picture
It's about system: How Scrum helps in the big pictureIt's about system: How Scrum helps in the big picture
It's about system: How Scrum helps in the big picture
 
How to deal with deadlines
How to deal with deadlinesHow to deal with deadlines
How to deal with deadlines
 
Health Datapalooza 2013: State of the Art - CliniCast
Health Datapalooza 2013: State of the Art - CliniCastHealth Datapalooza 2013: State of the Art - CliniCast
Health Datapalooza 2013: State of the Art - CliniCast
 
Va root cause analysis for process improvement
Va root cause analysis for process improvementVa root cause analysis for process improvement
Va root cause analysis for process improvement
 

En vedette

Process mining chapter_01_introduction
Process mining chapter_01_introductionProcess mining chapter_01_introduction
Process mining chapter_01_introductionMuhammad Ajmal
 
Aspect Mining in Business Process Management
Aspect Mining in Business Process ManagementAspect Mining in Business Process Management
Aspect Mining in Business Process ManagementAmin Jalali
 
SIMPDA 2011 - Business opportunities in applying Process Mining to operationa...
SIMPDA 2011 - Business opportunities in applying Process Mining to operationa...SIMPDA 2011 - Business opportunities in applying Process Mining to operationa...
SIMPDA 2011 - Business opportunities in applying Process Mining to operationa...SpagoWorld
 
Predictive Analytics Powered By Process Mining: It’s The Process, Stupid!
Predictive Analytics Powered By Process Mining: It’s The Process, Stupid!Predictive Analytics Powered By Process Mining: It’s The Process, Stupid!
Predictive Analytics Powered By Process Mining: It’s The Process, Stupid!Rising Media Ltd.
 
Process Mining: Understanding and Improving Desire Lines in Big Data
Process Mining: Understanding and Improving Desire Lines in Big DataProcess Mining: Understanding and Improving Desire Lines in Big Data
Process Mining: Understanding and Improving Desire Lines in Big DataWil van der Aalst
 
Three-Stage Process for Improving the CX Using Predictive Analytics and Autom...
Three-Stage Process for Improving the CX Using Predictive Analytics and Autom...Three-Stage Process for Improving the CX Using Predictive Analytics and Autom...
Three-Stage Process for Improving the CX Using Predictive Analytics and Autom...Laura Cumings
 

En vedette (6)

Process mining chapter_01_introduction
Process mining chapter_01_introductionProcess mining chapter_01_introduction
Process mining chapter_01_introduction
 
Aspect Mining in Business Process Management
Aspect Mining in Business Process ManagementAspect Mining in Business Process Management
Aspect Mining in Business Process Management
 
SIMPDA 2011 - Business opportunities in applying Process Mining to operationa...
SIMPDA 2011 - Business opportunities in applying Process Mining to operationa...SIMPDA 2011 - Business opportunities in applying Process Mining to operationa...
SIMPDA 2011 - Business opportunities in applying Process Mining to operationa...
 
Predictive Analytics Powered By Process Mining: It’s The Process, Stupid!
Predictive Analytics Powered By Process Mining: It’s The Process, Stupid!Predictive Analytics Powered By Process Mining: It’s The Process, Stupid!
Predictive Analytics Powered By Process Mining: It’s The Process, Stupid!
 
Process Mining: Understanding and Improving Desire Lines in Big Data
Process Mining: Understanding and Improving Desire Lines in Big DataProcess Mining: Understanding and Improving Desire Lines in Big Data
Process Mining: Understanding and Improving Desire Lines in Big Data
 
Three-Stage Process for Improving the CX Using Predictive Analytics and Autom...
Three-Stage Process for Improving the CX Using Predictive Analytics and Autom...Three-Stage Process for Improving the CX Using Predictive Analytics and Autom...
Three-Stage Process for Improving the CX Using Predictive Analytics and Autom...
 

Similaire à Process Intelligence and Predictive Analytics

Real time analytics with nodejs and azure
Real time analytics with nodejs and azureReal time analytics with nodejs and azure
Real time analytics with nodejs and azureInnoTech
 
Intel Faster Risk Oct08 - Andrew Parry
Intel Faster Risk Oct08 - Andrew ParryIntel Faster Risk Oct08 - Andrew Parry
Intel Faster Risk Oct08 - Andrew Parrymikeohara
 
Transactional Blackbelts are different
Transactional Blackbelts are differentTransactional Blackbelts are different
Transactional Blackbelts are differentreachab7
 
Lean Six Sigma Naval Reserve Presentation
Lean Six Sigma Naval Reserve PresentationLean Six Sigma Naval Reserve Presentation
Lean Six Sigma Naval Reserve Presentationajax85
 
Supporting Knowledge Workers With Adaptive Case Management
Supporting Knowledge Workers With Adaptive Case ManagementSupporting Knowledge Workers With Adaptive Case Management
Supporting Knowledge Workers With Adaptive Case ManagementNathaniel Palmer
 
Cybernetics in supply chain management
Cybernetics in supply chain managementCybernetics in supply chain management
Cybernetics in supply chain managementLuis Cabrera
 
Requirements Engineering Processes in Software Engineering SE6
Requirements Engineering Processes in Software Engineering SE6Requirements Engineering Processes in Software Engineering SE6
Requirements Engineering Processes in Software Engineering SE6koolkampus
 
Project Management, Planning And Analysis Tools
Project Management, Planning And Analysis ToolsProject Management, Planning And Analysis Tools
Project Management, Planning And Analysis Toolsahmad bassiouny
 
System_Analysis_and_Design_Assignment_New2.ppt
System_Analysis_and_Design_Assignment_New2.pptSystem_Analysis_and_Design_Assignment_New2.ppt
System_Analysis_and_Design_Assignment_New2.pptMarissaPedragosa
 
Good Projects Gone Bad: an Introduction to Process Maturity
Good Projects Gone Bad: an Introduction to Process MaturityGood Projects Gone Bad: an Introduction to Process Maturity
Good Projects Gone Bad: an Introduction to Process MaturityMichael Edson
 
An overview of software requirements engineering
An overview of software requirements engineeringAn overview of software requirements engineering
An overview of software requirements engineeringIan Sommerville
 
Analytics with Descriptive, Predictive and Prescriptive Techniques
Analytics with Descriptive, Predictive and Prescriptive TechniquesAnalytics with Descriptive, Predictive and Prescriptive Techniques
Analytics with Descriptive, Predictive and Prescriptive Techniquesleadershipsoil
 
Rethinking Software Engineering
Rethinking Software EngineeringRethinking Software Engineering
Rethinking Software EngineeringIan Sommerville
 
CIB 3103: Requirements Capture
CIB 3103: Requirements CaptureCIB 3103: Requirements Capture
CIB 3103: Requirements CaptureAhmad Ammari
 
Presiptive SLIDES.pptx
Presiptive SLIDES.pptxPresiptive SLIDES.pptx
Presiptive SLIDES.pptxAregk1
 
Be Agile Rather Than Do Agile
Be Agile Rather Than Do AgileBe Agile Rather Than Do Agile
Be Agile Rather Than Do AgileBrenda Bao
 
Case Management and BPM
Case Management and BPMCase Management and BPM
Case Management and BPMSandy Kemsley
 

Similaire à Process Intelligence and Predictive Analytics (20)

Real time analytics with nodejs and azure
Real time analytics with nodejs and azureReal time analytics with nodejs and azure
Real time analytics with nodejs and azure
 
Intel Faster Risk Oct08 - Andrew Parry
Intel Faster Risk Oct08 - Andrew ParryIntel Faster Risk Oct08 - Andrew Parry
Intel Faster Risk Oct08 - Andrew Parry
 
Transactional Blackbelts are different
Transactional Blackbelts are differentTransactional Blackbelts are different
Transactional Blackbelts are different
 
Lean Six Sigma Naval Reserve Presentation
Lean Six Sigma Naval Reserve PresentationLean Six Sigma Naval Reserve Presentation
Lean Six Sigma Naval Reserve Presentation
 
Supporting Knowledge Workers With Adaptive Case Management
Supporting Knowledge Workers With Adaptive Case ManagementSupporting Knowledge Workers With Adaptive Case Management
Supporting Knowledge Workers With Adaptive Case Management
 
Cybernetics in supply chain management
Cybernetics in supply chain managementCybernetics in supply chain management
Cybernetics in supply chain management
 
Requirements Engineering Processes in Software Engineering SE6
Requirements Engineering Processes in Software Engineering SE6Requirements Engineering Processes in Software Engineering SE6
Requirements Engineering Processes in Software Engineering SE6
 
Project Management, Planning And Analysis Tools
Project Management, Planning And Analysis ToolsProject Management, Planning And Analysis Tools
Project Management, Planning And Analysis Tools
 
System_Analysis_and_Design_Assignment_New2.ppt
System_Analysis_and_Design_Assignment_New2.pptSystem_Analysis_and_Design_Assignment_New2.ppt
System_Analysis_and_Design_Assignment_New2.ppt
 
Chapter01 1
Chapter01 1Chapter01 1
Chapter01 1
 
Good Projects Gone Bad: an Introduction to Process Maturity
Good Projects Gone Bad: an Introduction to Process MaturityGood Projects Gone Bad: an Introduction to Process Maturity
Good Projects Gone Bad: an Introduction to Process Maturity
 
An overview of software requirements engineering
An overview of software requirements engineeringAn overview of software requirements engineering
An overview of software requirements engineering
 
Analytics with Descriptive, Predictive and Prescriptive Techniques
Analytics with Descriptive, Predictive and Prescriptive TechniquesAnalytics with Descriptive, Predictive and Prescriptive Techniques
Analytics with Descriptive, Predictive and Prescriptive Techniques
 
7. requirement-engineering
7. requirement-engineering7. requirement-engineering
7. requirement-engineering
 
Rethinking Software Engineering
Rethinking Software EngineeringRethinking Software Engineering
Rethinking Software Engineering
 
CIB 3103: Requirements Capture
CIB 3103: Requirements CaptureCIB 3103: Requirements Capture
CIB 3103: Requirements Capture
 
Bsa 411 preview full class
Bsa 411 preview full classBsa 411 preview full class
Bsa 411 preview full class
 
Presiptive SLIDES.pptx
Presiptive SLIDES.pptxPresiptive SLIDES.pptx
Presiptive SLIDES.pptx
 
Be Agile Rather Than Do Agile
Be Agile Rather Than Do AgileBe Agile Rather Than Do Agile
Be Agile Rather Than Do Agile
 
Case Management and BPM
Case Management and BPMCase Management and BPM
Case Management and BPM
 

Plus de Sandy Kemsley

Maximizing Success in Automation Projects
Maximizing Success in Automation ProjectsMaximizing Success in Automation Projects
Maximizing Success in Automation ProjectsSandy Kemsley
 
Process Automation for Business Survival
Process Automation for Business SurvivalProcess Automation for Business Survival
Process Automation for Business SurvivalSandy Kemsley
 
Aligning Intelligent Automation with Incentives and Business Outcomes with ...
Aligning Intelligent Automation with Incentives and Business Outcomes   with ...Aligning Intelligent Automation with Incentives and Business Outcomes   with ...
Aligning Intelligent Automation with Incentives and Business Outcomes with ...Sandy Kemsley
 
Intelligent Banking Processes
Intelligent Banking ProcessesIntelligent Banking Processes
Intelligent Banking ProcessesSandy Kemsley
 
Best of breed: creating your own business automation platform with a microser...
Best of breed: creating your own business automation platform with a microser...Best of breed: creating your own business automation platform with a microser...
Best of breed: creating your own business automation platform with a microser...Sandy Kemsley
 
BPM as the Keystone of Business Automation Platforms
BPM as the Keystone of Business Automation PlatformsBPM as the Keystone of Business Automation Platforms
BPM as the Keystone of Business Automation PlatformsSandy Kemsley
 
Best of Breed: Rolling Your Own Digital Automation Platform Using BPMS In A M...
Best of Breed: Rolling Your Own Digital Automation Platform Using BPMS In A M...Best of Breed: Rolling Your Own Digital Automation Platform Using BPMS In A M...
Best of Breed: Rolling Your Own Digital Automation Platform Using BPMS In A M...Sandy Kemsley
 
A Perfect Combination: Case Management and Low Code
A Perfect Combination: Case Management and Low CodeA Perfect Combination: Case Management and Low Code
A Perfect Combination: Case Management and Low CodeSandy Kemsley
 
Review of the St. Andrew's community market in 2009
Review of the St. Andrew's community market in 2009Review of the St. Andrew's community market in 2009
Review of the St. Andrew's community market in 2009Sandy Kemsley
 
Customer Journey Mapping
Customer Journey MappingCustomer Journey Mapping
Customer Journey MappingSandy Kemsley
 
Intelligent Capture and Digital Transformation
Intelligent Capture and Digital TransformationIntelligent Capture and Digital Transformation
Intelligent Capture and Digital TransformationSandy Kemsley
 
ABBYY Technology Summit keynote
ABBYY Technology Summit keynoteABBYY Technology Summit keynote
ABBYY Technology Summit keynoteSandy Kemsley
 
Digital Business Trends
Digital Business TrendsDigital Business Trends
Digital Business TrendsSandy Kemsley
 
Application Development with Microservices and Widgets
Application Development with Microservices and WidgetsApplication Development with Microservices and Widgets
Application Development with Microservices and WidgetsSandy Kemsley
 
Knowledge Work Incentives
Knowledge Work IncentivesKnowledge Work Incentives
Knowledge Work IncentivesSandy Kemsley
 
Designing Process-Based Applications
Designing Process-Based ApplicationsDesigning Process-Based Applications
Designing Process-Based ApplicationsSandy Kemsley
 

Plus de Sandy Kemsley (20)

Maximizing Success in Automation Projects
Maximizing Success in Automation ProjectsMaximizing Success in Automation Projects
Maximizing Success in Automation Projects
 
Process Automation for Business Survival
Process Automation for Business SurvivalProcess Automation for Business Survival
Process Automation for Business Survival
 
Aligning Intelligent Automation with Incentives and Business Outcomes with ...
Aligning Intelligent Automation with Incentives and Business Outcomes   with ...Aligning Intelligent Automation with Incentives and Business Outcomes   with ...
Aligning Intelligent Automation with Incentives and Business Outcomes with ...
 
Intelligent Banking Processes
Intelligent Banking ProcessesIntelligent Banking Processes
Intelligent Banking Processes
 
Best of breed: creating your own business automation platform with a microser...
Best of breed: creating your own business automation platform with a microser...Best of breed: creating your own business automation platform with a microser...
Best of breed: creating your own business automation platform with a microser...
 
BPM as the Keystone of Business Automation Platforms
BPM as the Keystone of Business Automation PlatformsBPM as the Keystone of Business Automation Platforms
BPM as the Keystone of Business Automation Platforms
 
Best of Breed: Rolling Your Own Digital Automation Platform Using BPMS In A M...
Best of Breed: Rolling Your Own Digital Automation Platform Using BPMS In A M...Best of Breed: Rolling Your Own Digital Automation Platform Using BPMS In A M...
Best of Breed: Rolling Your Own Digital Automation Platform Using BPMS In A M...
 
A Perfect Combination: Case Management and Low Code
A Perfect Combination: Case Management and Low CodeA Perfect Combination: Case Management and Low Code
A Perfect Combination: Case Management and Low Code
 
Review of the St. Andrew's community market in 2009
Review of the St. Andrew's community market in 2009Review of the St. Andrew's community market in 2009
Review of the St. Andrew's community market in 2009
 
Customer Journey Mapping
Customer Journey MappingCustomer Journey Mapping
Customer Journey Mapping
 
Intelligent Capture and Digital Transformation
Intelligent Capture and Digital TransformationIntelligent Capture and Digital Transformation
Intelligent Capture and Digital Transformation
 
ABBYY Technology Summit keynote
ABBYY Technology Summit keynoteABBYY Technology Summit keynote
ABBYY Technology Summit keynote
 
Digital Business Trends
Digital Business TrendsDigital Business Trends
Digital Business Trends
 
Smarter Mobile Apps
Smarter Mobile AppsSmarter Mobile Apps
Smarter Mobile Apps
 
Application Development with Microservices and Widgets
Application Development with Microservices and WidgetsApplication Development with Microservices and Widgets
Application Development with Microservices and Widgets
 
The Future of Work
The Future of WorkThe Future of Work
The Future of Work
 
Onboarding and BPM
Onboarding and BPMOnboarding and BPM
Onboarding and BPM
 
Knowledge Work Incentives
Knowledge Work IncentivesKnowledge Work Incentives
Knowledge Work Incentives
 
BPM in Healthcare
BPM in HealthcareBPM in Healthcare
BPM in Healthcare
 
Designing Process-Based Applications
Designing Process-Based ApplicationsDesigning Process-Based Applications
Designing Process-Based Applications
 

Dernier

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
 
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...anilsa9823
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
 
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
 
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
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Lviv Startup Club
 
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
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangaloreamitlee9823
 
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
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfPaul Menig
 
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
 
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
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Centuryrwgiffor
 
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Delhi Call girls
 
👉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
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756dollysharma2066
 
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
 
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
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒anilsa9823
 
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
 

Dernier (20)

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
 
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
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...
 
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...
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
 
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...
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
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
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdf
 
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
 
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...
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
 
👉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...
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
 
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
 
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
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
 
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
 

Process Intelligence and Predictive Analytics

  • 1. Sandy Kemsley Kemsley Design Ltd. Process Intelligence and Predictive Analytics sandy@kemsleydesign.com www.column2.com Twitter: @skemsley
  • 2. Why Predictive Analytics? Predict and avert undesirable events “Predictive analytics is not just about forecasting what’s coming down the pike. It’s also about keeping the bad alternative futures from happening.” James Kobielus, Forrester
  • 3. What Are Intelligent Processes? Process, analytics and decisioning Baseline from historical aggregate Analytics on running processes predict future problems Self-adjusting processes through feedback to decisioning
  • 4. History of Process Intelligence Distinct, often unintegrated technologies and disciplines
  • 5. History of Process Intelligence Rules add agility to processes
  • 6. History of Process Intelligence Analytics add visibility to processes
  • 7. History of Process Intelligence Agility with vision: “Smart Enough Systems” [Taylor/ Raden]
  • 8. Keys to Intelligent Processes Focus on process goal, not just current task Compare current to baseline model Compare current to historical Understand process dependencies and critical path to identify future problems
  • 9. Enabling Technologies Managing processes in real-time Models of process timelines and goals In-memory analytics for immediate feedback User feedback via dashboard and mobile alerts
  • 10. Results and Benefits Make better decisions sooner Avert potential problems before they occur Understand overall process state Provide process guidance for manual decisions Feedback to automated decisioning
  • 11. Sandy Kemsley Kemsley Design Ltd. Questions? sandy@kemsleydesign.com www.column2.com Twitter: @skemsley