Meaningful Data at Scale & The Right Mindset as Central ......Digital Transformation Framework...
Transcript of Meaningful Data at Scale & The Right Mindset as Central ......Digital Transformation Framework...
Meaningful Data at Scale & The Right Mindset
as Central Elements to Transform an Organization
Nadja Schäfer May 2019Digital Transformation OfficeRoche in Mannheim
Roche: Our Purpose
Roche Diagnostics GmbH: Our Digital Transformation Journey
Roche Diagnostics GmbH: Starting our Data Journey
Roche - Our Purpose – Doing now what patients need next…
#PersonalisedHealthcare | Join the revolution!
Roche is a global pioneer in personalised healthcare.
We work across diagnostics and pharmaceuticals
Innovation is in our DNACHF 10.4 billion R&D investment
30 R&D sites worldwide **
CHF 53.3 billion sales
~94,000 employees in >100 countries
**Pharmaceuticals and Diagnostics* Strategy & Global Innovation 1000, Winter 2017
#1 R&D investor in healthcare*
Among top 10 R&D investors across industries
Roche Group
headquarters
Largest sites based on
number of employees
Research and
development sites in
Pharmaceuticals and
Diagnostic
Manufacturing sites in
Pharmaceuticals and
Diagnostics
Sales sites
Pharmaceuticals
and Diagnostics
Roche in Germany
~16,000 colleagues work with us for patients
PenzbergGrenzach-
Wyhlen
Waiblingen
Mannheim
Roche in Germany:
3 large sites representingthe whole value chain
of two divisions
Munich
Pharma
&
Diagnostics
Production
Development
Marketing
Research
Sales
Roche: Our Purpose
Roche Diagnostics GmbH: Our Digital Transformation Journey
Roche Diagnostics GmbH: Starting our Data Journey
Digital Transformation is a Journey……with a clear direction and an open end
2019
Drive cultural and
mindset change
Transfer to business
functions
2016
Recognizing the need
Exploration Phase
2018
Enable organization
Assess needs for
transformation
2017
Trends & Technology
Common vision
Framing scope
Initiate pilots
Objective of the Digital Transformation Office RDG
Boost Digital Transformation of Mannheim/Penzberg sites
Drive the Digital Transformation of the Mannheim/Penzberg sites through an holistic and coordinated approach by:
● Initiating, leading and supervising cross functional Digitalization Projects
● Supporting functional Digitalization Projects by leveraging synergiesacross functions and sites
● Fostering a working culture appropriate to the digital world
… to finally realize our Vision for:
“Our digital future @ Roche in Germany!”
Digital Transformation Framework
Holistic, cross-functional approachR
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Digital
Factory
Shape the
Digital
Environment
Medical
Value/Decision
Support
Digital Vision
Culture and Mindset
Change Management & Communications
“With connected
end-to-end processes and
advanced data analytics
we develop and produce
individual medical
solutions
to benefit patients and the
Roche group”
Digital Maturity Model (DMM) – A Powerful Change Tool
Objective and approach of the assessment per function
Level 1
Pre-digital Plant
Level 2
Digital Silos
Level 3
Connected Plant
Level 4
Predictive Plant
Level 5
Adaptive Plant
Primarily Paper-based
processes
Predominately manual
processing
Applications are
stand-alone with
minimal or no
integration
Some manual processes
Limited integration across
functional silos
Analytics on demand, “why
did it happen?” high manual
effort
Vertical Integration
ERP, LES, MES and
Automation layer are fully
integrated to support
digitized business
processes.
Analytics semi-
automated; “where else
can it happen?”
Islands of real-time
Process analytics
Enterprise Integration - internal
integration of plant to value
chain
Proactive analytics across plant
and internal value chain; “what
can happen and when?”
Integrated Real-time Process
analytics
Simulation used for process
modeling and improvements
Full end-to-end value-chain integration from
suppliers to patients
“Plug-n-play everything” from an instrument to a
production scale or a CMO
Self-aware, continuously adaptive,
“Autonomous” plant; exception conditions
handled by remote experts
Advanced simulation used across value chain for
modeling, testing and improvement business
processes
Trusted information insights are freely and securely
available. Pervasive use of adaptive analytics and
Self/Machine learning across value chain.
* from BioPhorum Operations Group
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Digital Maturity Model (DMM)- Key Achievements up to Now
We speak the same language, when we «talk digital»
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Operations functionsSites
ServiceR & D Finance HR Proc
Common understanding of digitalization within each function
Baseline for IT planning and digital roadmap
Identification of cross-functional opportunities
Observations:
• Big cultural change
• Growing skills in data analytics & E2E value chain thinking
• Reduction of organizational boundaries towards matrix
• Integration of external suppliers/partners
• IT architecture moves towards simplified & standardized platforms
• IT security to grow according to dependency on systems
• IT becomes integral part of business decisions
600 employees affected
Roll out in 2019 locally, 2020 globally
Three workstreams:
Digital Maintenance
Pharma PZ and Dia MA
Masterdata
management
Maintenance
Execution
Predictive
Maintenance
Data Value Chain
Diagnostics
Break up data silos
Showcase value of Data e.g. for
• Early trend recognition of market issues
• 100% traceability for Quality
• New service offerings
Creasphere Munich
Pharma Dia
FutureX Health care
Munich Accelerator
• Start Up culture
• early access to external innovation
Digital Maturity Model (DMM)- Key Achievements up to Now
“Outcome – Projects”
Digital Maintenance Project in Pharma and Diagnostics
Two pilots completed in 5-2019 in Global Logistics and Pharma Biotech
• Similar processes for Diagnostics and Pharma
• 600 employees on both sites involved
• Workstreams:
• Masterdata Management
• Maintenance execution
• Analyze/predictive
• Synergies with Claim- and Inventory Management
• Roll out in 2019 MA/PZ, 2020 globally
Expectations:
“Give me as a technician all at hand that I can do an excellent job”
“Reduce machine downtime”
Digital Transformation is a Journey……
… Aggregate structured
and unstructured data
(internal and external) to
generate new value
… Build infrastructure
and ensure common
standards and principles
… Have specific digital
skills by developing and/or
adding digital talent
… Demonstrate a digital-
ready mindset (not only in
new digital areas)
...Ensure appropriate set-up
of processes and
organisation to support the
transformation
TechnologySkills &
CapabilitiesData Organisational
PrinciplesMindset
...with enablers that contribute to the success of the journey
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Reaching Out To Our Colleagues: Inform, Explain & Activate
Main Communication Activities since the journey started…
Basic knowledge,
questions & answers
Topic Deep Dives:
IOT, Data Science,…
Bottom-up
involvementActivation:
Awareness event
All EmployeesLeadersSenior Leaders
Enabling Transition
… by addressing all parts of the organisation
Digital Leadership Academy
Reverse Mentoring
Digital Strategy Support
(via DMM)
Digital skills & capabilities
Platform “digital.durchgeblickt”
Communities and networks are key:
e.g. Digital Ambassadors
e.g. Data Expert Network
Transformation to become more agile & digital
How do agility and creative leadership fit together?Tammy Lowry Head Talent Innovation– Interview Mc Kinsey & Company
• The company is undertaking a transformation to become a more agile and digital organization
• Part of the foundation for this effort has been a global leadership initiative designed to help senior
leadership develop the mind-sets and capabilities they need in both personal and
organizational transformation.
• In a dynamic environment, our ability to respond well to whatever happens requires a different
approach and a more agile mind-set, especially for our senior leaders across the organization.
• Over the previous seven years, we’d done a lot of work within Roche on leadership, including the
introduction of leadership commitments where the expectation was not just about delivering the
business but also focusing specifically on people leadership. But we had to ask ourselves if this
was enough.
Roche: Our Purpose
Roche Diagnostics GmbH: Our Digital Transformation Journey
Roche Diagnostics GmbH: Starting our Data Journey
2019
Transfer of Digital Roadmap back to the business functions
Increased focus on DATA by new DATA Function
Digital Transformation
Office RDG
RDG Data
Office
From Digital to Data – Data Driven Digital TransformationDigital becomes normal business, Data is the new focus
DATA DRIVEN BUSINESS
MODELS
From Digital to Data – Data Driven Digital TransformationWhy – Some Buzz Words
DATA THE OIL OF THE
FUTURE?
BIG DATA
MDAS – MEANINGFUL
DATA AT SCALE RWD – REAL WORLD
DATA
DATA AS AN ASSET
Detailed strategic roadmap will be developed in the course of 2019High Level Objectives RDG Data Office – Est. Dec 1st 2018
Data Insights
Provide innovative data/info services that support BAs in datafication
Provide top notch data mining research
Data strategy consulting and support
Data Mindset and Environment
Culture: Data as company asset, democratization of data & analysis
Protection: Data enablement, sharing, trust, and security
Regulatory: Support shaping data framework in Europe
Data Access & Mgmt.
External data: Provide access & data brokerage
MDAS & leader in digital diagnostics: scout for opportunities
Internal data: enable cross-divisional sharing and promote FAIR
use Data Curation, Data Platform Enabler RDG
Data-
fication
and
beyond
RDG Data
Office
HOW: Cross-functional incubator style, delivery-driven, pragmatic, concrete!
It is all about Data & Mindset
Unlock greatness in people & data – The what & how in a digital world
Collect Data (internal & external)
Connect & Store Data (internal & external)
Data InsightsVisualizeInsights
Change Business
processes (internal & external)
Adapt resources & organization
RWD- Real World Data
It is essential to get access on Real-world data
(RWD). RWD is an overarching term for data
that are not collected in the context of
conventional randomised controlled trials
Common Data Platforms – Common
Data Principles :
- Data Sharing Mindset
- We believe that data at Roche needs to
be Findable, Accessible, Interoperable
and Reusable (FAIR)
- Leading edge IoT technology across
functions
Artificial Intelligence
/Machine Learning:
Leading edge data
science & tools
Agile Organization:
● From I to we
● From Hierarchies to
Network
● From Controlling to
Empowerment
● From info hording to
process learning
● From Pushing to
Well-being
● From Planning to
Design Thinking
Accesible for all:
Transparency and accessibility for
empowered decision making
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How can I get my
hands on the
data? How can I combine
diverse data types?
How can I
share data?
F A I R
Where is exciting
data?
Common Data Principles –
How to make data FAIR?
Findable Accessible Re-usableInteroperable
Deep Dive Into the Cross-functional Interest Groups
Enabling Technologies define the group participants
Topics/Technology Why relevant for Data Office
Automation:
● eSignature
● Optical Character Recognition
● Robotized Process Automation
Core Focus: All technologies have an impact
on …
...how we collect data
...how we connect & store data
...how we get the best insights
...how we visualize
Benefits/Opportunities:
...accelerate implementation due to seed
funding
...streamlined approach towards IT
...streamline processes towards Works
Council
...Transparency on tools in use
Chatbot
Blockchain
Augmented Reality/Virtual Reality
Data Platforms
Artificial Intelligence/Machine Learning
Collect Data (internal & external)
Connect & Store Data (internal & external)
Data InsightsVisualizeInsights
Change Business
processes (internal & external)
Adapt resources & organization
From Digital to Data – Data Driven Digital TransformationGetting ready for the Future…. From owning data to leading with data
… with an overarching Data Strategy
There is great value in data and we want to use it to its full potential.
We believe that data at Roche Diagnostics needs to be Findable, Accessible, Interoperable
and Reusable (FAIR), a concept that our colleagues at Roche Pharma follow as well.
This is only possible with a data-centric mindset, a new data operating model and
enabling technologies
… with centralized governance & decentralized leadership
… with data Strategy Principles
… Start-up & innovation spirit
Doing now what patients need next