Industrial Digital Transformation

Cover
Title Page
Quotes by experts
Copyright and credits
About Packt
Contributors
Table of Contents
Preface
Section 1: The “Why” of Digital Transformation
Chapter 1: Introducing Digital Transformation
	Exploring industrial digital transformation
	Identifying the business drivers for industrial digital transformation
		Business drivers in the commercial sector
		Business drivers in the public sector
		Technology drivers for transformation
	The evolution of industrial transformation
		What do crises teach us in terms of transformation opportunities?
		The first industrial revolution
		The second industrial revolution
		The third industrial revolution
		The fourth industrial revolution – Industry 4.0
	The impact of industrial digital transformation on business
	Quantifying business outcomes and shareholder value
		New digital revenues
		Productivity gains
		Social responsibility
	The phases of the digital transformation journey
	Summary
	Questions
Chapter 2: Transforming the Culture in an Organization
	Technical requirements
	Cultural pre-requisites of digital transformation
		The concept of agile development as a foundation for digital transformation
		Lean Startup
		Beyond agile development and Lean Startup
		Disruptive innovation
		Design thinking
		Digital transformation is a team sport
	The emergence of the CDO and the digital competency
		The rise of the CDO
		CIO versus CDO – roles and responsibilities
		The CDO role in the public sector
		The CIO as the leader of the digital transformation
		Independent digital services office
		Chief innovation officer
	Reorganization versus strategic transformation
		Top-down versus bottom-up digital transformation
		Sustaining the transformation
		Digital talent
		Sustaining digital transformation
		Introducing reverse-mentoring programs
	Skills and capabilities for digital transformation
		Leadership principles for digital transformation
		Soft skills for delivering digital transformation
		Technical skills for delivering digital transformation
	Summary
	Questions
	Further reading
Chapter 3: Emerging Technologies to Accelerate Digital Transformation
	The need for new digital capabilities
		Digital transformation in manufacturing
		Digital transformation in consumer products
		Digital transformation in the public sector
		Identifying emerging technologies
	Industry landscape of the emerging technologies
		Internet of Things
		AI
		Big data
		Robotics
		AR and VR landscape
		3D printing
		Digital twins
		Different types of maintenance
		The digital thread and the supply chain
		Digital platforms
	Transformation case studies from consumer industries
		Peloton
		Ridesharing
		Nest
	Summary
	Questions
Chapter 4: Business Drivers for Industrial Digital Transformation
	Business process
		Transformation by business process improvement
		Data-driven process improvement
	Business model
		Reinventing the business model
		To cannibalize or not to cannibalize
	The state of the industrial sector
		Oil and gas industry
		Semiconductor industry
	Major challenges in industrial companies
		Lack of expertise
		Funding
		Legacy business model
		Organizational structure
		Lack of an overall digitization strategy
		Employee pushback
		Outdated processes
		Lack of automation
	Overcoming the challenges
		Business model change by Tesla
		Overcoming challenges using digital technology
		Overcoming challenges by partnership
	Summary
	Questions
Section 2: The “How” of Digital Transformation
Chapter 5: Transforming One Industry at a Time
	Transforming the chemical industry
		Digitization of process control
		Digitization for inspection and maintenance
		Monitoring for demand predictability and optimized delivery
	Transforming the semiconductor industry
		Digitization and lights-out manufacturing
		Digitization for process monitoring and control
		Big data and digitization for yield management
	Disrupting industrial manufacturing
		Flexible manufacturing
		Design prototyping of mechanical parts
		Techniques for preventing downtime
		Value beyond the product
	Transforming buildings and complexes
		Facility monitoring
		Smart buildings
	Transforming the manufacturing ecosystem
		Concerns in supply chain management
		Role of digitization
	Promoting industrial worker safety
	Summary
	Questions
Chapter 6: Transforming the Public Sector
	Unique challenges of industrial digital transformation in the public sector
		Access to new technology
		Government culture
		Hiring challenges – process and pay and skill gaps
		Budgets and technical debt
		The digital divide
	Transforming the citizen experience
		The role of government services
		What citizens expect from the government today
		Transformation across the government
		Smart cities – Lake Nona, Florida
	Transformation on a national and global scale
		Airports as the first line of health defense
		Digital India
	Summary
	Questions
Chapter 7: The Transformation Ecosystem
	Moving the needle in industrial digital transformation projects
		Shipping industry
		Farm to folk
		Autonomous vehicles
	Partnerships for transformation
		What are public-private partnerships?
		Partner programs
		Consortiums
	Partnerships and alliances in digital transformation
		International Electrotechnical Commission
		Jedec
		SEMI
		Edge AI and Vision Alliance
	Semiconductor company ecosystems
		STMicroelectronics ecosystem
		Nucleo ecosystem
		STM32Cube ecosystem
		Partner programs
	Summary
	Questions
Chapter 8: Artificial Intelligence in Digital Transformation
	The difference between AI, machine learning, and deep learning
		Artificial intelligence
		Machine learning
		Deep learning
		Choices in ML algorithms
	Applications of AI in industry
		AI in factories
		AI for predictive maintenance
		AI in quality assurance and inspection
		AI in image recognition for quality of inspection
		AI in medical domain image recognition
		AI for the dynamic optimization of warehouse operations
		Monetization of data assets for high-value business scenarios
		ML at the edge
		AI in the public sector
	Organizational change influenced by AI
		Security considerations for industrial digital transformation
		The rise of DevSecOps
		AI for cybersecurity
	Summary
	Questions
Chapter 9: Pitfalls to Avoid in the Digital Transformation Journey
	Indicators of failure
		Lack of an industrial digital transformation strategy
		Other indicators
		Digital transformation failures
	Failed transformations
		Public sector failures
		Private sector failures
		Three causes of failure
		Cybersecurity challenges
	Summary
	Questions
Chapter 10: Measuring the Value of Transformation
	Developing the business case for transformation
		Defining the problem
		Defining the expected benefits
		Estimating the cost of the project
		Identifying and assessing risks
		Recommending a solution
		Describing the implementation approach
		Calculating the ROI
	Productivity and efficiency gains
		The airline industry
	Digital revenue
		Electricity value chain
		Digital airports
		Airbnb Experiences
	Social good
		The United Nations
		Kenya
		Microsoft – technology for social impact
		COVID-19 response
	Summary
	Questions
Chapter 11: The Blueprint for Success
	How to ensure success in digital transformation
		Know what you are trying to accomplish
		Complete the right proof of concept
		Obtain organizational support and resources
		Select initial teams and projects wisely
		Align your culture and hone your team's skills
		Do what you said you would
		Measure your progress
		Scale cautiously
	The transformation playbook
		Transforming products and processes using existing technologies
	Business model canvas
		Digital transformations to embrace new opportunities
		Innovation model applied to the public sector
		Moonshot digital transformations
		Exploratory (moonshot) project template
		Innovation process steps for a moonshot project
		Some lessons from X Development for moonshot projects
	Sustaining the pace of transformation
		Delivery of a single product or process
		Creation of a digital center of excellence
		Transformation of the entire enterprise
		Digital transformation at home
	Summary
	Questions
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