SlideShare a Scribd company logo
The role of RPA and
Celonis in AkzoNobel
A global paints and coatings company
2017 key figures
€9.6 bn revenue
€1.2 bn EBITDA
€0.9 bn EBIT
9.4% ROS
13.9% ROI
35,700 employees
Business activities
Decorative Paints
Powder Coatings
Marine and Protective Coatings
Automotive and Specialty Coatings
Industrial Coatings
North America
12%
Mature Europe
33%
Asia Pacific
32%
Other countries
5%
Emerging Europe
9%
Latin America
9%
Our journey to GBS
GBS
launched with the
introduction of global
standardization & policies,
focus on end-to-end
processes
3-Tier-Model within
Functions
Business partners,
specialist centers of
expertise, and shared
services centers
Decentralized
functions
Function reporting
and alignment
Three-Tier
Business Model
Global Business
Services
First stepStarting point Today
Centralizing functionsDecentralized functions
& inefficient processes
Shared
Service
Centers
Centers of
Expertise
Business
Partners
What?
Executing business supporting
processes on an end-to-end
process basis
How?
Achieving operational excellence
OUR MISSION
“GBS will be essential to the business and functions to free up time and to reinvest in customer-centric, revenue-
generating opportunities, by improving process, cost, quality and cycle time with transparency and excellent
customer service.”
Why?
Create an organization that is
more globally integrated, agile and
standardized
GBS in a nutshell
Same business model adopted by
CEO
GBS
COO
Chief Supply Chain
Officer
General Counsel CFO CHRO
Chief Corporate
Development Officer
Our locations and services
5 Captive Delivery Centers & 2 BPO Centers
Warsaw
SMO
Pune
SMO
Nashville
SMO
SMO Service Mgmt. People Services
Finance Services
Sourcing Services
IM Services
HML Cost for the Region
HML Cost Worldwide
RAC, CCT & Controlling
Customer Analytics
RPA
BPO Business
Process Outs.
FP&A Reporting
São Paulo
SMO
Suzhou
SMO
BPO Łódź
BPO Pune
GBS to focus on 5 key
areas
Competitive
pricing
Continuously finding new &
innovative ways to lower cost of
our services for you
Reliable
delivery partner
Developing best-in-class end-to-
end processes & services. We
never stop looking for better quality
Preferred partner for
growth & innovation
Inspiring you with value creating
opportunities & breakthrough
changes
An inspiring GBS
community experience
A community where we can all
learn, grow, contribute and excel
Space to focus on
your core activities
Making your life easier by
allowing more effective time
management
We are making investments in new technology to support our journey
Celonis – Insights into process variation and compliance
Robotic Process Automation – Reduce our cost to serve and increase our quality and compliance
ServiceNow – Central system for query and workflow management, project portfolio and benefit
management
Digital Workforce is an inevitability and companies should start
preparing as early as possible
The model of a Center of Automation (CoA) in a GBS is currently
the most successful
The Center of Automation creates the guidelines, rules, policies,
methodology and define the appropriate partners for the company
CEB/Gartner estimates 10-15% of FTE cost reduction by using
automation
Average rate of each robot is around $8K per year compared
to $35k per year for an FTE
The role of robotics in our
journey
Building a RPA funnel through multiple
idea channels
Employee ideation
Process (re-)design
Market information
and benchmarking
Selection and
prioritization
Process mining
Ideation Execution
Lean Six Sigma
projects
Transformation
Kaizen
Robotics
Celonis can be one of the key sources for RPA ideas
Process mining
Robotics
Reflecting on our Celonis experiences
Ownership of the tool lies within GBS and execution responsibility lies with Global
Process Owners
Training on Celonis requires much less time than training a user on the process
Many ERP systems and custom activities resulting in a lesser ability to benchmark
processes internally (SAP+ MFG PRO+ AX) led to landscape harmoznization (one
ERP
Once Celonis was connected with the project demand pipeline, visibility was there
on the achieved value and ability to prioritize projects
Strong insights in how we truly execute our processes, highlighting a high range of
process variations and improvement areas
Celonis implementation started with one key domain, helping to build a better
understand of the tool and its abilities
Celonis Process Discovery
(Live Demo)
First time Right (Happy Flow) as crucial
component of process stability
Elimination of Non Value adding manual
activities
Building of business cases to support process
optimization
Conformance rate to First Time Right or the “Happy Flow” in invoice processing was av. 54% in
2017, equivalent to 24 FTE working full time in one year on resolving deviations
Conformance rate to First Time Right or the “Happy Flow” in invoice processing was av. 54% in
2017, equivalent to 24 FTE working full time in one year on resolving deviations
20072
17051
18945
16057 16696 17331 17227
16388
15601
14826
13137
10366
0
5000
10000
15000
20000
25000
Number of variants
Number of variants
Removing non value
adding activities
Business Cases for Improvement
Transitions
Projects that move work from one place to
the other e.g. from a business into GBS
Phase 1 –
“Initiation”
Phase 2 –
“Project
Justification”
Phase 3 –
“Detailed
Planning”
Phase 4 –
“Project
Execution”
Phase 5 –
“Support
& Optimize”
ePMO projects
Projects where the solution is already known
Continuous improvement projects
Projects where the solution is not known yet
Project to first identifying the root causes
before suggesting improvements
The pyramid of improvements
Volume
Break-
through
projects
Improvement
initiatives
Daily improvements
• Larger scale project to improve or
define global processes – CI lead
• Duration >3 months
• Trained facilitator
• CI-focused improvements
• Duration 1 to 3 months
• Trained facilitator
• PIMT team focused
improvements
• Duration < 2 week
• All employees
Project selection in alignment with our
process governance boards
1
2
3
Process network meeting
• Process Managers*
Process Change & CI Board
• Chair: Global Process Owner
• Global Process Delivery Leads
• Process Managers*
Process Sponsor Board
• Chair: CFO
• Global Process Owners
CI –Level 3:
Major programs &
Transformations
CI –Level 2:
Project & Big
initiatives
CI –Level 1:
Operational CI &
Minor initiatives
Example
Effort Impact
Project cost > 500k Over 12 months
IM cost > 250k Cross process
Capex > 500k
Effort Impact
Project cost = 50 -
500k
3 to 12 months
IM cost = 25 - 250k Limited cross-process
Capex = 100 - 500k Process lvl >= 4
Effort Impact
Project cost < 50k Up to 3 months
IM cost < 25k Process lvl < 4
Capex < 100k No cross-process
Value Realization Workstreams examples
THE FUTURE
 Machine Learning / RPA
 Scale up to other processes (Service Now, PP, MDM)
 Preventive/ Predictive/Prescriptive analytics
Happiness is a Warm Bot: How to Generate Value from Process Mining Insight

More Related Content

What's hot

SAP Process Mining in Action: Hear from Two Customers
SAP Process Mining in Action: Hear from Two CustomersSAP Process Mining in Action: Hear from Two Customers
SAP Process Mining in Action: Hear from Two Customers
Celonis
 
Why Cloud? A Total Cost of Ownership Observation of a Pure Cloud Solution
Why Cloud? A Total Cost of Ownership Observation of a Pure Cloud SolutionWhy Cloud? A Total Cost of Ownership Observation of a Pure Cloud Solution
Why Cloud? A Total Cost of Ownership Observation of a Pure Cloud Solution
Celonis
 
Process Transformation Journey – The Digital Enabler Process Mining
Process Transformation Journey – The Digital Enabler Process MiningProcess Transformation Journey – The Digital Enabler Process Mining
Process Transformation Journey – The Digital Enabler Process Mining
Celonis
 
Starting from Scratch: Build a New Business Case
Starting from Scratch: Build a New Business CaseStarting from Scratch: Build a New Business Case
Starting from Scratch: Build a New Business Case
Celonis
 
A Head Start in Getting Value from Machine Learning
A Head Start in Getting Value from Machine LearningA Head Start in Getting Value from Machine Learning
A Head Start in Getting Value from Machine Learning
Celonis
 
Celonis exhibiting at Munich Tech Job Fair Spring 2019
Celonis exhibiting at Munich Tech Job Fair Spring 2019Celonis exhibiting at Munich Tech Job Fair Spring 2019
Celonis exhibiting at Munich Tech Job Fair Spring 2019
TechMeetups
 
A Value-driven Approach Based on Partnership and Collaboration
A Value-driven Approach Based on Partnership and CollaborationA Value-driven Approach Based on Partnership and Collaboration
A Value-driven Approach Based on Partnership and Collaboration
Celonis
 
An Introduction to Apps Design
An Introduction to Apps DesignAn Introduction to Apps Design
An Introduction to Apps Design
Celonis
 
The Impact of the Chain Process
The Impact of the Chain ProcessThe Impact of the Chain Process
The Impact of the Chain Process
Celonis
 
Determining Organizational Fit for Transformation Success
Determining Organizational Fit for Transformation SuccessDetermining Organizational Fit for Transformation Success
Determining Organizational Fit for Transformation Success
Celonis
 
Automation Anywhere - Imagine New York 2019 - Cartus
Automation Anywhere - Imagine New York 2019 - CartusAutomation Anywhere - Imagine New York 2019 - Cartus
Automation Anywhere - Imagine New York 2019 - Cartus
Automation Anywhere
 
Moving Your PMO to the Cloud
Moving Your PMO to the CloudMoving Your PMO to the Cloud
Moving Your PMO to the Cloud
Heather Champoux-Rayner, PMP
 
Feature development cycle at Dashlane - Agile en Seine 2021
Feature development cycle at Dashlane - Agile en Seine 2021Feature development cycle at Dashlane - Agile en Seine 2021
Feature development cycle at Dashlane - Agile en Seine 2021
Agile En Seine
 
Tallyfy aug - london
Tallyfy   aug - londonTallyfy   aug - london
Tallyfy aug - london
Kevin Smith
 
SFA2018 Project to Product - Carmen DeArdo
SFA2018 Project to Product - Carmen DeArdoSFA2018 Project to Product - Carmen DeArdo
SFA2018 Project to Product - Carmen DeArdo
Carmen DeArdo
 
Agile Network India | T Shirt Sizing Model for DevOps COE | Bharti Goyal Maan
Agile Network India | T Shirt Sizing Model for DevOps COE | Bharti Goyal MaanAgile Network India | T Shirt Sizing Model for DevOps COE | Bharti Goyal Maan
Agile Network India | T Shirt Sizing Model for DevOps COE | Bharti Goyal Maan
AgileNetwork
 
Carmen DeArdo - CarmenDeArdo_HowDevOpsIsEnablingLeanApplicationDevelopment
Carmen DeArdo - CarmenDeArdo_HowDevOpsIsEnablingLeanApplicationDevelopmentCarmen DeArdo - CarmenDeArdo_HowDevOpsIsEnablingLeanApplicationDevelopment
Carmen DeArdo - CarmenDeArdo_HowDevOpsIsEnablingLeanApplicationDevelopmentCarmen DeArdo
 
Align, Inform, Inspire: Measuring Business Agility and SAFe® with Flow Metrics
Align, Inform, Inspire: Measuring Business Agility and SAFe® with Flow MetricsAlign, Inform, Inspire: Measuring Business Agility and SAFe® with Flow Metrics
Align, Inform, Inspire: Measuring Business Agility and SAFe® with Flow Metrics
Tasktop
 
Unlocking Digital Transformation - The Human Touch
Unlocking Digital Transformation - The Human TouchUnlocking Digital Transformation - The Human Touch
Unlocking Digital Transformation - The Human Touch
Celonis
 

What's hot (19)

SAP Process Mining in Action: Hear from Two Customers
SAP Process Mining in Action: Hear from Two CustomersSAP Process Mining in Action: Hear from Two Customers
SAP Process Mining in Action: Hear from Two Customers
 
Why Cloud? A Total Cost of Ownership Observation of a Pure Cloud Solution
Why Cloud? A Total Cost of Ownership Observation of a Pure Cloud SolutionWhy Cloud? A Total Cost of Ownership Observation of a Pure Cloud Solution
Why Cloud? A Total Cost of Ownership Observation of a Pure Cloud Solution
 
Process Transformation Journey – The Digital Enabler Process Mining
Process Transformation Journey – The Digital Enabler Process MiningProcess Transformation Journey – The Digital Enabler Process Mining
Process Transformation Journey – The Digital Enabler Process Mining
 
Starting from Scratch: Build a New Business Case
Starting from Scratch: Build a New Business CaseStarting from Scratch: Build a New Business Case
Starting from Scratch: Build a New Business Case
 
A Head Start in Getting Value from Machine Learning
A Head Start in Getting Value from Machine LearningA Head Start in Getting Value from Machine Learning
A Head Start in Getting Value from Machine Learning
 
Celonis exhibiting at Munich Tech Job Fair Spring 2019
Celonis exhibiting at Munich Tech Job Fair Spring 2019Celonis exhibiting at Munich Tech Job Fair Spring 2019
Celonis exhibiting at Munich Tech Job Fair Spring 2019
 
A Value-driven Approach Based on Partnership and Collaboration
A Value-driven Approach Based on Partnership and CollaborationA Value-driven Approach Based on Partnership and Collaboration
A Value-driven Approach Based on Partnership and Collaboration
 
An Introduction to Apps Design
An Introduction to Apps DesignAn Introduction to Apps Design
An Introduction to Apps Design
 
The Impact of the Chain Process
The Impact of the Chain ProcessThe Impact of the Chain Process
The Impact of the Chain Process
 
Determining Organizational Fit for Transformation Success
Determining Organizational Fit for Transformation SuccessDetermining Organizational Fit for Transformation Success
Determining Organizational Fit for Transformation Success
 
Automation Anywhere - Imagine New York 2019 - Cartus
Automation Anywhere - Imagine New York 2019 - CartusAutomation Anywhere - Imagine New York 2019 - Cartus
Automation Anywhere - Imagine New York 2019 - Cartus
 
Moving Your PMO to the Cloud
Moving Your PMO to the CloudMoving Your PMO to the Cloud
Moving Your PMO to the Cloud
 
Feature development cycle at Dashlane - Agile en Seine 2021
Feature development cycle at Dashlane - Agile en Seine 2021Feature development cycle at Dashlane - Agile en Seine 2021
Feature development cycle at Dashlane - Agile en Seine 2021
 
Tallyfy aug - london
Tallyfy   aug - londonTallyfy   aug - london
Tallyfy aug - london
 
SFA2018 Project to Product - Carmen DeArdo
SFA2018 Project to Product - Carmen DeArdoSFA2018 Project to Product - Carmen DeArdo
SFA2018 Project to Product - Carmen DeArdo
 
Agile Network India | T Shirt Sizing Model for DevOps COE | Bharti Goyal Maan
Agile Network India | T Shirt Sizing Model for DevOps COE | Bharti Goyal MaanAgile Network India | T Shirt Sizing Model for DevOps COE | Bharti Goyal Maan
Agile Network India | T Shirt Sizing Model for DevOps COE | Bharti Goyal Maan
 
Carmen DeArdo - CarmenDeArdo_HowDevOpsIsEnablingLeanApplicationDevelopment
Carmen DeArdo - CarmenDeArdo_HowDevOpsIsEnablingLeanApplicationDevelopmentCarmen DeArdo - CarmenDeArdo_HowDevOpsIsEnablingLeanApplicationDevelopment
Carmen DeArdo - CarmenDeArdo_HowDevOpsIsEnablingLeanApplicationDevelopment
 
Align, Inform, Inspire: Measuring Business Agility and SAFe® with Flow Metrics
Align, Inform, Inspire: Measuring Business Agility and SAFe® with Flow MetricsAlign, Inform, Inspire: Measuring Business Agility and SAFe® with Flow Metrics
Align, Inform, Inspire: Measuring Business Agility and SAFe® with Flow Metrics
 
Unlocking Digital Transformation - The Human Touch
Unlocking Digital Transformation - The Human TouchUnlocking Digital Transformation - The Human Touch
Unlocking Digital Transformation - The Human Touch
 

Similar to Happiness is a Warm Bot: How to Generate Value from Process Mining Insight

CWIN17 london digital ops model and transformation - max bocchini and ishit...
CWIN17 london   digital ops model and transformation - max bocchini and ishit...CWIN17 london   digital ops model and transformation - max bocchini and ishit...
CWIN17 london digital ops model and transformation - max bocchini and ishit...
Capgemini
 
Operations in Exit Planning
Operations in Exit PlanningOperations in Exit Planning
Operations in Exit Planning
Steve Ronan
 
Fail to prepare - Softworld 2011
Fail to prepare -  Softworld 2011Fail to prepare -  Softworld 2011
Fail to prepare - Softworld 2011
Sageukofficial
 
Fail to prepare, prepare to fail: implementing ERP and CRM systems
Fail to prepare, prepare to fail: implementing ERP and CRM systemsFail to prepare, prepare to fail: implementing ERP and CRM systems
Fail to prepare, prepare to fail: implementing ERP and CRM systems
Sageukofficial
 
Doug Groves Shell S O A Symposium
Doug  Groves    Shell  S O A  SymposiumDoug  Groves    Shell  S O A  Symposium
Doug Groves Shell S O A SymposiumSOA Symposium
 
Déployer le Lean lors d’un rachat d’entreprise
Déployer le Lean lors d’un rachat d’entrepriseDéployer le Lean lors d’un rachat d’entreprise
Déployer le Lean lors d’un rachat d’entrepriseOperae Partners
 
Department of the Interior’s Methodology for Business Transformation (MBT)
Department of the Interior’s Methodology for Business Transformation (MBT)Department of the Interior’s Methodology for Business Transformation (MBT)
Department of the Interior’s Methodology for Business Transformation (MBT)Nathaniel Palmer
 
Department of the Interior’s Methodology for Business Transformation (MBT)
Department of the Interior’s Methodology for Business Transformation (MBT)Department of the Interior’s Methodology for Business Transformation (MBT)
Department of the Interior’s Methodology for Business Transformation (MBT)Nathaniel Palmer
 
Bizagi and Stone Coast Fund Services: How Centers of Excellence Speed Up Digi...
Bizagi and Stone Coast Fund Services: How Centers of Excellence Speed Up Digi...Bizagi and Stone Coast Fund Services: How Centers of Excellence Speed Up Digi...
Bizagi and Stone Coast Fund Services: How Centers of Excellence Speed Up Digi...
Bizagi
 
Project Management Framework
Project Management FrameworkProject Management Framework
Project Management Framework
Rahul Sudame
 
Getting the Maximum ROI From Your ERP Project and Beyond
Getting the Maximum ROI From Your ERP Project and BeyondGetting the Maximum ROI From Your ERP Project and Beyond
Getting the Maximum ROI From Your ERP Project and Beyond
Jeff Carr
 
Best Practices #5: Your first application is in production! Now what?
Best Practices #5: Your first application is in production! Now what?Best Practices #5: Your first application is in production! Now what?
Best Practices #5: Your first application is in production! Now what?
Bonitasoft
 
Developing a Modernization Strategy: Evaluating the Options by Chris Koppe
Developing a Modernization Strategy: Evaluating the Options by Chris KoppeDeveloping a Modernization Strategy: Evaluating the Options by Chris Koppe
Developing a Modernization Strategy: Evaluating the Options by Chris Koppe
Fresche Solutions
 
Ready Steady PMO Conference
Ready Steady PMO ConferenceReady Steady PMO Conference
Ready Steady PMO Conferencerturley
 
BPM Fundamentals: Develop Your Game Plan For BPM Success
BPM Fundamentals: Develop Your Game Plan For BPM SuccessBPM Fundamentals: Develop Your Game Plan For BPM Success
BPM Fundamentals: Develop Your Game Plan For BPM Success
Clay Richardson
 
Lets get digital
Lets get digitalLets get digital
Digital transformation journey Consulting
Digital transformation journey ConsultingDigital transformation journey Consulting
Digital transformation journey Consulting
Sandeep Sharma IIMK Smart City,IoT,Bigdata,Cloud,BI,DW
 
Enabling Step Change in your PPM Maturity | Wellingtone PPM
Enabling Step Change in your PPM Maturity | Wellingtone PPMEnabling Step Change in your PPM Maturity | Wellingtone PPM
Enabling Step Change in your PPM Maturity | Wellingtone PPM
Wellingtone
 

Similar to Happiness is a Warm Bot: How to Generate Value from Process Mining Insight (20)

CWIN17 london digital ops model and transformation - max bocchini and ishit...
CWIN17 london   digital ops model and transformation - max bocchini and ishit...CWIN17 london   digital ops model and transformation - max bocchini and ishit...
CWIN17 london digital ops model and transformation - max bocchini and ishit...
 
Operations in Exit Planning
Operations in Exit PlanningOperations in Exit Planning
Operations in Exit Planning
 
Fail to prepare - Softworld 2011
Fail to prepare -  Softworld 2011Fail to prepare -  Softworld 2011
Fail to prepare - Softworld 2011
 
Fail to prepare, prepare to fail: implementing ERP and CRM systems
Fail to prepare, prepare to fail: implementing ERP and CRM systemsFail to prepare, prepare to fail: implementing ERP and CRM systems
Fail to prepare, prepare to fail: implementing ERP and CRM systems
 
Doug Groves Shell S O A Symposium
Doug  Groves    Shell  S O A  SymposiumDoug  Groves    Shell  S O A  Symposium
Doug Groves Shell S O A Symposium
 
CV JAN 2017
CV JAN 2017CV JAN 2017
CV JAN 2017
 
Déployer le Lean lors d’un rachat d’entreprise
Déployer le Lean lors d’un rachat d’entrepriseDéployer le Lean lors d’un rachat d’entreprise
Déployer le Lean lors d’un rachat d’entreprise
 
Department of the Interior’s Methodology for Business Transformation (MBT)
Department of the Interior’s Methodology for Business Transformation (MBT)Department of the Interior’s Methodology for Business Transformation (MBT)
Department of the Interior’s Methodology for Business Transformation (MBT)
 
Department of the Interior’s Methodology for Business Transformation (MBT)
Department of the Interior’s Methodology for Business Transformation (MBT)Department of the Interior’s Methodology for Business Transformation (MBT)
Department of the Interior’s Methodology for Business Transformation (MBT)
 
Bizagi and Stone Coast Fund Services: How Centers of Excellence Speed Up Digi...
Bizagi and Stone Coast Fund Services: How Centers of Excellence Speed Up Digi...Bizagi and Stone Coast Fund Services: How Centers of Excellence Speed Up Digi...
Bizagi and Stone Coast Fund Services: How Centers of Excellence Speed Up Digi...
 
Project Management Framework
Project Management FrameworkProject Management Framework
Project Management Framework
 
Getting the Maximum ROI From Your ERP Project and Beyond
Getting the Maximum ROI From Your ERP Project and BeyondGetting the Maximum ROI From Your ERP Project and Beyond
Getting the Maximum ROI From Your ERP Project and Beyond
 
Best Practices #5: Your first application is in production! Now what?
Best Practices #5: Your first application is in production! Now what?Best Practices #5: Your first application is in production! Now what?
Best Practices #5: Your first application is in production! Now what?
 
Developing a Modernization Strategy: Evaluating the Options by Chris Koppe
Developing a Modernization Strategy: Evaluating the Options by Chris KoppeDeveloping a Modernization Strategy: Evaluating the Options by Chris Koppe
Developing a Modernization Strategy: Evaluating the Options by Chris Koppe
 
MCIF- Per Kroll
MCIF-  Per KrollMCIF-  Per Kroll
MCIF- Per Kroll
 
Ready Steady PMO Conference
Ready Steady PMO ConferenceReady Steady PMO Conference
Ready Steady PMO Conference
 
BPM Fundamentals: Develop Your Game Plan For BPM Success
BPM Fundamentals: Develop Your Game Plan For BPM SuccessBPM Fundamentals: Develop Your Game Plan For BPM Success
BPM Fundamentals: Develop Your Game Plan For BPM Success
 
Lets get digital
Lets get digitalLets get digital
Lets get digital
 
Digital transformation journey Consulting
Digital transformation journey ConsultingDigital transformation journey Consulting
Digital transformation journey Consulting
 
Enabling Step Change in your PPM Maturity | Wellingtone PPM
Enabling Step Change in your PPM Maturity | Wellingtone PPMEnabling Step Change in your PPM Maturity | Wellingtone PPM
Enabling Step Change in your PPM Maturity | Wellingtone PPM
 

More from Celonis

Process Mining: Past, Present, and Future
Process Mining: Past, Present, and FutureProcess Mining: Past, Present, and Future
Process Mining: Past, Present, and Future
Celonis
 
BMW Showcase - Celosphere 2019
BMW Showcase - Celosphere 2019BMW Showcase - Celosphere 2019
BMW Showcase - Celosphere 2019
Celonis
 
Forrester - Process Mining: Your Compass for Digital Transformation - The Cus...
Forrester - Process Mining: Your Compass for Digital Transformation - The Cus...Forrester - Process Mining: Your Compass for Digital Transformation - The Cus...
Forrester - Process Mining: Your Compass for Digital Transformation - The Cus...
Celonis
 
Data-Driven Operating Models Enabled by Process Mining
Data-Driven Operating Models Enabled by Process MiningData-Driven Operating Models Enabled by Process Mining
Data-Driven Operating Models Enabled by Process Mining
Celonis
 
Event Collection in the IBC: An Overview
Event Collection in the IBC: An OverviewEvent Collection in the IBC: An Overview
Event Collection in the IBC: An Overview
Celonis
 
Going Beyond the Standards - Solutions for Your Industries
Going Beyond the Standards - Solutions for Your IndustriesGoing Beyond the Standards - Solutions for Your Industries
Going Beyond the Standards - Solutions for Your Industries
Celonis
 
BMW: You Can Only Change What You Are Aware of - Production Analysis
BMW: You Can Only Change What You Are Aware of - Production AnalysisBMW: You Can Only Change What You Are Aware of - Production Analysis
BMW: You Can Only Change What You Are Aware of - Production Analysis
Celonis
 
Transforming Business with Artificial Intelligence
Transforming Business with Artificial IntelligenceTransforming Business with Artificial Intelligence
Transforming Business with Artificial Intelligence
Celonis
 
How to Take Advantage of the Unique Celonis Ecosystem
How to Take Advantage of the Unique Celonis EcosystemHow to Take Advantage of the Unique Celonis Ecosystem
How to Take Advantage of the Unique Celonis Ecosystem
Celonis
 
Achieving Business Transformation with UiPath RPA
Achieving Business Transformation with UiPath RPAAchieving Business Transformation with UiPath RPA
Achieving Business Transformation with UiPath RPA
Celonis
 
Determining the Deployment Model that Fits Your Organization's Needs
Determining the Deployment Model that Fits Your Organization's NeedsDetermining the Deployment Model that Fits Your Organization's Needs
Determining the Deployment Model that Fits Your Organization's Needs
Celonis
 
Celonis Celosphere 2019 Keynote
Celonis Celosphere 2019 KeynoteCelonis Celosphere 2019 Keynote
Celonis Celosphere 2019 Keynote
Celonis
 

More from Celonis (12)

Process Mining: Past, Present, and Future
Process Mining: Past, Present, and FutureProcess Mining: Past, Present, and Future
Process Mining: Past, Present, and Future
 
BMW Showcase - Celosphere 2019
BMW Showcase - Celosphere 2019BMW Showcase - Celosphere 2019
BMW Showcase - Celosphere 2019
 
Forrester - Process Mining: Your Compass for Digital Transformation - The Cus...
Forrester - Process Mining: Your Compass for Digital Transformation - The Cus...Forrester - Process Mining: Your Compass for Digital Transformation - The Cus...
Forrester - Process Mining: Your Compass for Digital Transformation - The Cus...
 
Data-Driven Operating Models Enabled by Process Mining
Data-Driven Operating Models Enabled by Process MiningData-Driven Operating Models Enabled by Process Mining
Data-Driven Operating Models Enabled by Process Mining
 
Event Collection in the IBC: An Overview
Event Collection in the IBC: An OverviewEvent Collection in the IBC: An Overview
Event Collection in the IBC: An Overview
 
Going Beyond the Standards - Solutions for Your Industries
Going Beyond the Standards - Solutions for Your IndustriesGoing Beyond the Standards - Solutions for Your Industries
Going Beyond the Standards - Solutions for Your Industries
 
BMW: You Can Only Change What You Are Aware of - Production Analysis
BMW: You Can Only Change What You Are Aware of - Production AnalysisBMW: You Can Only Change What You Are Aware of - Production Analysis
BMW: You Can Only Change What You Are Aware of - Production Analysis
 
Transforming Business with Artificial Intelligence
Transforming Business with Artificial IntelligenceTransforming Business with Artificial Intelligence
Transforming Business with Artificial Intelligence
 
How to Take Advantage of the Unique Celonis Ecosystem
How to Take Advantage of the Unique Celonis EcosystemHow to Take Advantage of the Unique Celonis Ecosystem
How to Take Advantage of the Unique Celonis Ecosystem
 
Achieving Business Transformation with UiPath RPA
Achieving Business Transformation with UiPath RPAAchieving Business Transformation with UiPath RPA
Achieving Business Transformation with UiPath RPA
 
Determining the Deployment Model that Fits Your Organization's Needs
Determining the Deployment Model that Fits Your Organization's NeedsDetermining the Deployment Model that Fits Your Organization's Needs
Determining the Deployment Model that Fits Your Organization's Needs
 
Celonis Celosphere 2019 Keynote
Celonis Celosphere 2019 KeynoteCelonis Celosphere 2019 Keynote
Celonis Celosphere 2019 Keynote
 

Recently uploaded

LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
DanBrown980551
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
Prayukth K V
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Product School
 
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdfLeading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
OnBoard
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance
 
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdfSmart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
91mobiles
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Inflectra
 
PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
Ralf Eggert
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
Thijs Feryn
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
ThousandEyes
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
Product School
 
Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*
Frank van Harmelen
 
ODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User Group
CatarinaPereira64715
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
Elena Simperl
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi
Fwdays
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 

Recently uploaded (20)

LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdfLeading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
 
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdfSmart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
 
PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
 
Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*
 
ODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User Group
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 

Happiness is a Warm Bot: How to Generate Value from Process Mining Insight

  • 1. The role of RPA and Celonis in AkzoNobel
  • 2. A global paints and coatings company 2017 key figures €9.6 bn revenue €1.2 bn EBITDA €0.9 bn EBIT 9.4% ROS 13.9% ROI 35,700 employees Business activities Decorative Paints Powder Coatings Marine and Protective Coatings Automotive and Specialty Coatings Industrial Coatings North America 12% Mature Europe 33% Asia Pacific 32% Other countries 5% Emerging Europe 9% Latin America 9%
  • 3. Our journey to GBS GBS launched with the introduction of global standardization & policies, focus on end-to-end processes 3-Tier-Model within Functions Business partners, specialist centers of expertise, and shared services centers Decentralized functions Function reporting and alignment Three-Tier Business Model Global Business Services First stepStarting point Today Centralizing functionsDecentralized functions & inefficient processes Shared Service Centers Centers of Expertise Business Partners
  • 4. What? Executing business supporting processes on an end-to-end process basis How? Achieving operational excellence OUR MISSION “GBS will be essential to the business and functions to free up time and to reinvest in customer-centric, revenue- generating opportunities, by improving process, cost, quality and cycle time with transparency and excellent customer service.” Why? Create an organization that is more globally integrated, agile and standardized GBS in a nutshell Same business model adopted by CEO GBS COO Chief Supply Chain Officer General Counsel CFO CHRO Chief Corporate Development Officer
  • 5. Our locations and services 5 Captive Delivery Centers & 2 BPO Centers Warsaw SMO Pune SMO Nashville SMO SMO Service Mgmt. People Services Finance Services Sourcing Services IM Services HML Cost for the Region HML Cost Worldwide RAC, CCT & Controlling Customer Analytics RPA BPO Business Process Outs. FP&A Reporting São Paulo SMO Suzhou SMO BPO Łódź BPO Pune
  • 6. GBS to focus on 5 key areas Competitive pricing Continuously finding new & innovative ways to lower cost of our services for you Reliable delivery partner Developing best-in-class end-to- end processes & services. We never stop looking for better quality Preferred partner for growth & innovation Inspiring you with value creating opportunities & breakthrough changes An inspiring GBS community experience A community where we can all learn, grow, contribute and excel Space to focus on your core activities Making your life easier by allowing more effective time management We are making investments in new technology to support our journey Celonis – Insights into process variation and compliance Robotic Process Automation – Reduce our cost to serve and increase our quality and compliance ServiceNow – Central system for query and workflow management, project portfolio and benefit management
  • 7. Digital Workforce is an inevitability and companies should start preparing as early as possible The model of a Center of Automation (CoA) in a GBS is currently the most successful The Center of Automation creates the guidelines, rules, policies, methodology and define the appropriate partners for the company CEB/Gartner estimates 10-15% of FTE cost reduction by using automation Average rate of each robot is around $8K per year compared to $35k per year for an FTE The role of robotics in our journey
  • 8. Building a RPA funnel through multiple idea channels Employee ideation Process (re-)design Market information and benchmarking Selection and prioritization Process mining Ideation Execution Lean Six Sigma projects Transformation Kaizen Robotics Celonis can be one of the key sources for RPA ideas Process mining Robotics
  • 9. Reflecting on our Celonis experiences Ownership of the tool lies within GBS and execution responsibility lies with Global Process Owners Training on Celonis requires much less time than training a user on the process Many ERP systems and custom activities resulting in a lesser ability to benchmark processes internally (SAP+ MFG PRO+ AX) led to landscape harmoznization (one ERP Once Celonis was connected with the project demand pipeline, visibility was there on the achieved value and ability to prioritize projects Strong insights in how we truly execute our processes, highlighting a high range of process variations and improvement areas Celonis implementation started with one key domain, helping to build a better understand of the tool and its abilities
  • 10. Celonis Process Discovery (Live Demo) First time Right (Happy Flow) as crucial component of process stability Elimination of Non Value adding manual activities Building of business cases to support process optimization
  • 11. Conformance rate to First Time Right or the “Happy Flow” in invoice processing was av. 54% in 2017, equivalent to 24 FTE working full time in one year on resolving deviations
  • 12. Conformance rate to First Time Right or the “Happy Flow” in invoice processing was av. 54% in 2017, equivalent to 24 FTE working full time in one year on resolving deviations 20072 17051 18945 16057 16696 17331 17227 16388 15601 14826 13137 10366 0 5000 10000 15000 20000 25000 Number of variants Number of variants
  • 14. Business Cases for Improvement Transitions Projects that move work from one place to the other e.g. from a business into GBS Phase 1 – “Initiation” Phase 2 – “Project Justification” Phase 3 – “Detailed Planning” Phase 4 – “Project Execution” Phase 5 – “Support & Optimize” ePMO projects Projects where the solution is already known Continuous improvement projects Projects where the solution is not known yet Project to first identifying the root causes before suggesting improvements
  • 15. The pyramid of improvements Volume Break- through projects Improvement initiatives Daily improvements • Larger scale project to improve or define global processes – CI lead • Duration >3 months • Trained facilitator • CI-focused improvements • Duration 1 to 3 months • Trained facilitator • PIMT team focused improvements • Duration < 2 week • All employees
  • 16. Project selection in alignment with our process governance boards 1 2 3 Process network meeting • Process Managers* Process Change & CI Board • Chair: Global Process Owner • Global Process Delivery Leads • Process Managers* Process Sponsor Board • Chair: CFO • Global Process Owners CI –Level 3: Major programs & Transformations CI –Level 2: Project & Big initiatives CI –Level 1: Operational CI & Minor initiatives Example Effort Impact Project cost > 500k Over 12 months IM cost > 250k Cross process Capex > 500k Effort Impact Project cost = 50 - 500k 3 to 12 months IM cost = 25 - 250k Limited cross-process Capex = 100 - 500k Process lvl >= 4 Effort Impact Project cost < 50k Up to 3 months IM cost < 25k Process lvl < 4 Capex < 100k No cross-process
  • 18. THE FUTURE  Machine Learning / RPA  Scale up to other processes (Service Now, PP, MDM)  Preventive/ Predictive/Prescriptive analytics

Editor's Notes

  1. (This is an alternative image)
  2. AkzoNobel at a glance
  3. Decentralized functions We came from: Fragmented policies High complexity Lack of agility High costs We took steps to further improve our structure, centralizing the functions within AkzoNobel as a first step. By today, we have: Standardized Policies Lower Complexity More Agility Lower Costs