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Process Intelligence : Remaking Your Business
@Celosphere
By Ricardo Henriques
April | 2019
2
PROCESS INTELLIGENCE – Remaking Your Business
Agenda
1. EDP business portfolio
2. EDP Digital Transformation
3. Business context
4. Scope of the project
5. Business remaking drivers
6. Steps to succeed
7. Next challenges
3
Spain
Portugal
32% of EBITDA
> # 1 in electricity production,
distribution and supply (10 GW of
installed capacity, ex-wind & 6.8GW is
hydro)
> Operator of electricity distribution
network
9% of EBITDA
> Present since 2001
> Installed capacity: 3.5 GW
(excluding wind)
Wind and solar
39% of EBITDA
> A worldwide renewable market leader
> 11.7 GW of wind and solar installed
capacity
Brazil
20% of EBITDA
> Present since 1996
> Installed capacity: 2.9 GW (hydro and coal)
> 2 distribution concessions (Escelsa and
Bandeirante)
> 1 transmission line in operations
> 4 transmissions lines (under construction)
EDP is an integrated, investor-owned power and gas utility with presence in 16
countries, that generated 3.3 Bn€ in EBITDA in 2018
PROCESS INTELLIGENCE – Remaking Your Business
4
EDP has established Retail businesses in Brazil, Spain and Portugal and under
expansion to three other geographies
Portugal Spain
Electricity
Market Size
EDP Regulated Clients
EDP Liberalized Clients
Natural Gas
Market Size
EDP Regulated Clients
EDP Liberalized Clients
Electricity
Market Size
EDP Regulated Clients
EDP Liberalized Clients
Natural Gas
Market Size
EDP Regulated Clients
EDP Liberalized Clients
Clients
106
Volume
TWh
6,2 45
1,2 3,0
4,1 18,1
1,5 40,0
0,3 1,1
0,7 3,7
Clients
106
Volume
TWh
27 226
0,2 0,4
0,9 12,1
8,0 262
0,1 0,3
0,8 8,1
Brazil
Electricity
Market Size
EDP Regulated Clients
EDP Liberalized Clients
Clients
106
Volume
TWh
83 467
3,5 13,8
0,1 11,2
EDP Energia Polska SP zoo
EDP Energia Italia SRL
EDP Energie France SARL
PROCESS INTELLIGENCE – Remaking Your Business
5
PROCESS INTELLIGENCE – Remaking Your Business
DIGITAL
ACCELERATION
In 2017 EDP started the journey
towards Digital Transformation with
edpX project that challenged the
organization to adapt and respond to
a new context.
Digital transformation is the
integration of digital technology into all
areas of the business, fundamentally
changing how we operate and deliver
value to our customers
DIGITAL
ORGANIZATION
The Digital Global Unit was
created in 2018, joining the
Digital Acceleration with the
Core IT in an effort to
increase synergies
6
PROCESS INTELLIGENCE – Remaking Your Business
EDP TAKES RESPONSIBILITY FOR CONTINUOUSLY
IMPROVING THE USE OF ENERGY
Innovate every day
at every level
Dynamic services
make lives better
Turn power into
useful data
Simplify processes for
customers and employees
Deliver measurably
cleaner power
DIGITAL VISION
DEFINED
To frame EDP digital
ambition and culture
7
PROCESS INTELLIGENCE – Remaking Your Business
DIGITAL
ENABLERS
DEDICATED
BUDGET
PARTNERS
ECOSYSTEM
FAST-TRACK
CONTRACTING
NEW WAYS
OF WORKING
DIGITAL
EXPERTS &
TALENT POOL
DIGITAL
TRAINING
FAST-TRACK
WITH CORE IT
DIGITAL
WORKSPACE
1
2
3
4
5
6
7
8
8
PROCESS INTELLIGENCE – Remaking Your Business
A continuous quest to do better and different
And a long way to become memorable
A new competition that sets an even higher standard of experience
9
PROCESS INTELLIGENCE – Remaking Your Business
Consumers are different and demand differentiation…
There are numerous combinations of variables that can form edpC’s B2C
segments and the majority of these customers demand being treated
differently:
 54% of customers consider changing energy provider due to
lack of customized P&S
Are not interested in contacting their energy provider48%
Only contact their energy provider to complain64%
Time (in a year) Portuguese spent interacting with
energy provider~11’
Of customers who have switched providers in the past
year will change again in the next 12 months58%
….and the energy sector is not engaging
Source: Accenture, 2016 & 2017
Traditionalist Gen-X Millennial
Late Adopter Heavy user Innovator
Condo 1st House 2nd House
The Airbnb’s
Millennial
The challenge is to develop strong and profitable relations with demanding customers in a
low engagement sector
10
Business cycle operations are critical to ensure onboarding, billing, collection and debt management. About
6,1M operations have a direct impact on the satisfaction of more than 4M customers in the free market
PROCESS INTELLIGENCE – Remaking Your Business
x
Touchpoint 1
Touchpoint 2
Touchpoint 4
Touchpoint 3
Process A
Process B
Process C
Process D
Excellent
Customer
Experience
Operational
Excellence
What the
customer
sees and
feels
What the
customer
doesn´t see
but affects
their
experience
Main Business Cycle Operations
Onboarding Billing Collection
Debt
Management
≈5,1M operations*
≈1M operations*
* - BackOffice b2c 2018
Transparency boosts value perceptions, so Objectivity is needed to
make the right decisions and speed for competitiveness …
Work with mapped process
Silo based vision of processes
Slow and difficult root cause analysis
High dependency of technical skills
analysing processes
Work with real executed process
Interconnected vision of processes
Quick and easy root cause analysis
Low dependency of technical skills
analysing processes
Where we were Our ambition
11
PROCESS INTELLIGENCE – Remaking Your Business
… and Process Intelligence supports that journey!
12
242Mcollected events 27deployed dashboards223 activities 110Users
Project numbers…
65Mcases
Process Intelligence platform
Project approach
“Big bang” approach for all processes
Agile Process Discovery for MVP
Finetune and Automatic refreshment for
Go-Live
PROCESS INTELLIGENCE – Remaking Your Business
Project scope
Onboarding Billing Collection
Debt
Management
Sales2Debt cycle
Business
Ops Users
Business
Analysts & Owner
SAP HANA
SDA SDI
…
13
Customer Experience Visualization
PROCESS INTELLIGENCE – Remaking Your Business
Happy Path: average customer care service
on Targeted SLA
Bumpy Path: outliers are difficult to explain
and we have to learn about rework loops
(not visible in the operational reporting) and
bottlenecks to improve performance.
Lesson learned: visualizing the entire
experience helps the SLA alignment between
operational teams. They will not look inside
their process but also understand what is
happening before and after their steps.
Root Cause Analysis
Wrong Transitions
Assignments
Backlog
Management
Team
rotations
14
Human Behaviour Events
PROCESS INTELLIGENCE – Remaking Your Business
How is the client response after a dunning event
Benchmark service teams
Understand the When, How and Why of client interactions
15
Mindset shifting - Brave and open minds are essential to remake business with suggestive
technology
PROCESS INTELLIGENCE – Remaking Your Business
It’s impossible  How is it possible? Process insights used for boost KPIs
New KPIs: why not?
Looking back helps to deal with future
Mine or monitor?
Past
Future
16
Critical success factors
Integration Growth Sponsorship Business
Value
Mindset
Different technologies
Functional & Tech Skills
Select the best
process to start
Process Discovery &
Mining balance
Board
commitment
Measure
Use Case
business value
Clarify
Process Mining vs BI
Promote a new
Process Mining culture
community driven
Being successful requires time and resilience. Remember that you are remaking business…
PROCESS INTELLIGENCE – Remaking Your Business
17
Main challenges & aspirations
Process intelligence supports the balance between
cost, customer satisfaction and value for business
02
04
01
05
Process
Mining
Community
Automated
treatment of
Processes
Exceptions
New
Continuous
Improvement
approaches
Predictive
Analysis
Loyal profitable customers
and consistent experience
between channels
guaranteed
PROCESS INTELLIGENCE – Remaking Your Business
03
RPA
discovery
18
THANK YOU!
PROCESS INTELLIGENCE – Remaking Your Business

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Process Intelligence: Remaking Business with Data

  • 1. Process Intelligence : Remaking Your Business @Celosphere By Ricardo Henriques April | 2019
  • 2. 2 PROCESS INTELLIGENCE – Remaking Your Business Agenda 1. EDP business portfolio 2. EDP Digital Transformation 3. Business context 4. Scope of the project 5. Business remaking drivers 6. Steps to succeed 7. Next challenges
  • 3. 3 Spain Portugal 32% of EBITDA > # 1 in electricity production, distribution and supply (10 GW of installed capacity, ex-wind & 6.8GW is hydro) > Operator of electricity distribution network 9% of EBITDA > Present since 2001 > Installed capacity: 3.5 GW (excluding wind) Wind and solar 39% of EBITDA > A worldwide renewable market leader > 11.7 GW of wind and solar installed capacity Brazil 20% of EBITDA > Present since 1996 > Installed capacity: 2.9 GW (hydro and coal) > 2 distribution concessions (Escelsa and Bandeirante) > 1 transmission line in operations > 4 transmissions lines (under construction) EDP is an integrated, investor-owned power and gas utility with presence in 16 countries, that generated 3.3 Bn€ in EBITDA in 2018 PROCESS INTELLIGENCE – Remaking Your Business
  • 4. 4 EDP has established Retail businesses in Brazil, Spain and Portugal and under expansion to three other geographies Portugal Spain Electricity Market Size EDP Regulated Clients EDP Liberalized Clients Natural Gas Market Size EDP Regulated Clients EDP Liberalized Clients Electricity Market Size EDP Regulated Clients EDP Liberalized Clients Natural Gas Market Size EDP Regulated Clients EDP Liberalized Clients Clients 106 Volume TWh 6,2 45 1,2 3,0 4,1 18,1 1,5 40,0 0,3 1,1 0,7 3,7 Clients 106 Volume TWh 27 226 0,2 0,4 0,9 12,1 8,0 262 0,1 0,3 0,8 8,1 Brazil Electricity Market Size EDP Regulated Clients EDP Liberalized Clients Clients 106 Volume TWh 83 467 3,5 13,8 0,1 11,2 EDP Energia Polska SP zoo EDP Energia Italia SRL EDP Energie France SARL PROCESS INTELLIGENCE – Remaking Your Business
  • 5. 5 PROCESS INTELLIGENCE – Remaking Your Business DIGITAL ACCELERATION In 2017 EDP started the journey towards Digital Transformation with edpX project that challenged the organization to adapt and respond to a new context. Digital transformation is the integration of digital technology into all areas of the business, fundamentally changing how we operate and deliver value to our customers DIGITAL ORGANIZATION The Digital Global Unit was created in 2018, joining the Digital Acceleration with the Core IT in an effort to increase synergies
  • 6. 6 PROCESS INTELLIGENCE – Remaking Your Business EDP TAKES RESPONSIBILITY FOR CONTINUOUSLY IMPROVING THE USE OF ENERGY Innovate every day at every level Dynamic services make lives better Turn power into useful data Simplify processes for customers and employees Deliver measurably cleaner power DIGITAL VISION DEFINED To frame EDP digital ambition and culture
  • 7. 7 PROCESS INTELLIGENCE – Remaking Your Business DIGITAL ENABLERS DEDICATED BUDGET PARTNERS ECOSYSTEM FAST-TRACK CONTRACTING NEW WAYS OF WORKING DIGITAL EXPERTS & TALENT POOL DIGITAL TRAINING FAST-TRACK WITH CORE IT DIGITAL WORKSPACE 1 2 3 4 5 6 7 8
  • 8. 8 PROCESS INTELLIGENCE – Remaking Your Business A continuous quest to do better and different And a long way to become memorable A new competition that sets an even higher standard of experience
  • 9. 9 PROCESS INTELLIGENCE – Remaking Your Business Consumers are different and demand differentiation… There are numerous combinations of variables that can form edpC’s B2C segments and the majority of these customers demand being treated differently:  54% of customers consider changing energy provider due to lack of customized P&S Are not interested in contacting their energy provider48% Only contact their energy provider to complain64% Time (in a year) Portuguese spent interacting with energy provider~11’ Of customers who have switched providers in the past year will change again in the next 12 months58% ….and the energy sector is not engaging Source: Accenture, 2016 & 2017 Traditionalist Gen-X Millennial Late Adopter Heavy user Innovator Condo 1st House 2nd House The Airbnb’s Millennial The challenge is to develop strong and profitable relations with demanding customers in a low engagement sector
  • 10. 10 Business cycle operations are critical to ensure onboarding, billing, collection and debt management. About 6,1M operations have a direct impact on the satisfaction of more than 4M customers in the free market PROCESS INTELLIGENCE – Remaking Your Business x Touchpoint 1 Touchpoint 2 Touchpoint 4 Touchpoint 3 Process A Process B Process C Process D Excellent Customer Experience Operational Excellence What the customer sees and feels What the customer doesn´t see but affects their experience Main Business Cycle Operations Onboarding Billing Collection Debt Management ≈5,1M operations* ≈1M operations* * - BackOffice b2c 2018
  • 11. Transparency boosts value perceptions, so Objectivity is needed to make the right decisions and speed for competitiveness … Work with mapped process Silo based vision of processes Slow and difficult root cause analysis High dependency of technical skills analysing processes Work with real executed process Interconnected vision of processes Quick and easy root cause analysis Low dependency of technical skills analysing processes Where we were Our ambition 11 PROCESS INTELLIGENCE – Remaking Your Business … and Process Intelligence supports that journey!
  • 12. 12 242Mcollected events 27deployed dashboards223 activities 110Users Project numbers… 65Mcases Process Intelligence platform Project approach “Big bang” approach for all processes Agile Process Discovery for MVP Finetune and Automatic refreshment for Go-Live PROCESS INTELLIGENCE – Remaking Your Business Project scope Onboarding Billing Collection Debt Management Sales2Debt cycle Business Ops Users Business Analysts & Owner SAP HANA SDA SDI …
  • 13. 13 Customer Experience Visualization PROCESS INTELLIGENCE – Remaking Your Business Happy Path: average customer care service on Targeted SLA Bumpy Path: outliers are difficult to explain and we have to learn about rework loops (not visible in the operational reporting) and bottlenecks to improve performance. Lesson learned: visualizing the entire experience helps the SLA alignment between operational teams. They will not look inside their process but also understand what is happening before and after their steps. Root Cause Analysis Wrong Transitions Assignments Backlog Management Team rotations
  • 14. 14 Human Behaviour Events PROCESS INTELLIGENCE – Remaking Your Business How is the client response after a dunning event Benchmark service teams Understand the When, How and Why of client interactions
  • 15. 15 Mindset shifting - Brave and open minds are essential to remake business with suggestive technology PROCESS INTELLIGENCE – Remaking Your Business It’s impossible  How is it possible? Process insights used for boost KPIs New KPIs: why not? Looking back helps to deal with future Mine or monitor? Past Future
  • 16. 16 Critical success factors Integration Growth Sponsorship Business Value Mindset Different technologies Functional & Tech Skills Select the best process to start Process Discovery & Mining balance Board commitment Measure Use Case business value Clarify Process Mining vs BI Promote a new Process Mining culture community driven Being successful requires time and resilience. Remember that you are remaking business… PROCESS INTELLIGENCE – Remaking Your Business
  • 17. 17 Main challenges & aspirations Process intelligence supports the balance between cost, customer satisfaction and value for business 02 04 01 05 Process Mining Community Automated treatment of Processes Exceptions New Continuous Improvement approaches Predictive Analysis Loyal profitable customers and consistent experience between channels guaranteed PROCESS INTELLIGENCE – Remaking Your Business 03 RPA discovery
  • 18. 18 THANK YOU! PROCESS INTELLIGENCE – Remaking Your Business

Hinweis der Redaktion

  1. Integrar diferentes tecnologias e modelar grandes volumes de dados Alinhar o conhecimento funcional e técnico sobre os processos de negócio Começar o projeto pelos processos mais críticos ou com menor sofisticação analítica Estabelecer um equilíbrio sobre o esforço de Process Discovery & Process Mining Garantir a sponsorização de topo Gerir os Casos de Uso numa lógica valor retornado ao negócio Iniciar desde o primeiro momento o alinhamento do mindset das equipas para Process Mining vs BI Alavancar a cultura de Process Mining através do desenvolvimento de comunidades de promoção
  2. Integrar diferentes tecnologias e modelar grandes volumes de dados Alinhar o conhecimento funcional e técnico sobre os processos de negócio Começar o projeto pelos processos mais críticos ou com menor sofisticação analítica Estabelecer um equilíbrio sobre o esforço de Process Discovery & Process Mining Garantir a sponsorização de topo Gerir os Casos de Uso numa lógica valor retornado ao negócio Iniciar desde o primeiro momento o alinhamento do mindset das equipas para Process Mining vs BI Alavancar a cultura de Process Mining através do desenvolvimento de comunidades de promoção
  3. Integrar diferentes tecnologias e modelar grandes volumes de dados Alinhar o conhecimento funcional e técnico sobre os processos de negócio Começar o projeto pelos processos mais críticos ou com menor sofisticação analítica Estabelecer um equilíbrio sobre o esforço de Process Discovery & Process Mining Garantir a sponsorização de topo Gerir os Casos de Uso numa lógica valor retornado ao negócio Iniciar desde o primeiro momento o alinhamento do mindset das equipas para Process Mining vs BI Alavancar a cultura de Process Mining através do desenvolvimento de comunidades de promoção
  4. Integrar diferentes tecnologias e modelar grandes volumes de dados Alinhar o conhecimento funcional e técnico sobre os processos de negócio Começar o projeto pelos processos mais críticos ou com menor sofisticação analítica Estabelecer um equilíbrio sobre o esforço de Process Discovery & Process Mining Garantir a sponsorização de topo Gerir os Casos de Uso numa lógica valor retornado ao negócio Iniciar desde o primeiro momento o alinhamento do mindset das equipas para Process Mining vs BI Alavancar a cultura de Process Mining através do desenvolvimento de comunidades de promoção