VUCA

VUCA

VUCA stands for Volatility, Uncertainty, Complexity, and Ambiguity—a set of conditions that characterize the challenges organizations face in an era of constant change.

VUCA is an acronym that stands for four interrelated elements:

  1. Volatility: Refers to the speed and unpredictability of changes in the business environment. Volatile conditions can arise from economic fluctuations, political instability, technological advancements, and other factors.
  2. Uncertainty: Signifies the lack of predictability and the inability to foresee future developments accurately. Uncertainty arises from incomplete or ambiguous information and can make decision-making challenging.
  3. Complexity: Describes intricate and interconnected relationships among various factors. Complex situations are characterized by multiple variables, dependencies, and dynamic interactions.
  4. Ambiguity: Refers to the haziness or lack of clarity about events and their implications. Ambiguity often arises when it’s challenging to interpret information or discern cause-and-effect relationships.

Origins of VUCA

The term VUCA first gained prominence in the military context during the 1990s. The U.S. Army War College used it to describe the post-Cold War world, highlighting the challenges of dealing with unconventional threats and rapidly changing geopolitical landscapes. Over time, VUCA transcended its military origins and found relevance in a wide range of fields, including business, healthcare, education, and leadership.

The Impact of VUCA

1. Business and Economy

In the business world, VUCA has become a defining characteristic of the global economy. Rapid technological advancements, market disruptions, and geopolitical uncertainties have increased volatility and complexity. Companies must adapt quickly, make informed decisions in the face of uncertainty, and navigate through ambiguous situations to remain competitive.

2. Leadership and Management

VUCA challenges traditional leadership models. Leaders must possess adaptive and resilient qualities, embrace uncertainty, and foster a culture of innovation and agility within their organizations. Effective leaders in a VUCA world are capable of making strategic decisions in complex, ambiguous, and rapidly changing environments.

3. Healthcare and Medicine

The healthcare sector faces VUCA conditions due to evolving patient needs, technological advancements, and the ongoing challenges of public health crises. Healthcare professionals must continually adapt their approaches, respond to new medical discoveries, and manage ambiguity while ensuring patient safety and well-being.

4. Education and Learning

In the field of education, VUCA affects curriculum design, teaching methodologies, and the skills students need to thrive in a dynamic world. Educators must prepare students not only with subject knowledge but also with critical thinking, adaptability, and problem-solving skills to navigate future uncertainties.

5. Government and Policy

Governments and policymakers grapple with VUCA challenges on a national and global scale. Issues such as climate change, cybersecurity, and pandemics demand adaptive strategies, international collaboration, and innovative policy solutions.

Strategies for Navigating VUCA

Effectively navigating VUCA conditions requires a combination of strategies and approaches. Here are some key strategies for managing volatility, uncertainty, complexity, and ambiguity:

1. Adaptive Leadership

Leaders must adopt an adaptive leadership style, focusing on flexibility, empathy, and resilience. They should encourage experimentation, promote a growth mindset, and create a culture that embraces change.

2. Scenario Planning

Scenario planning involves exploring multiple possible futures and developing strategies to address each scenario. By anticipating different outcomes, organizations can better prepare for uncertainty and make more informed decisions.

3. Agile Methodologies

Agile methodologies, commonly used in software development, emphasize iterative, collaborative, and customer-centric approaches. These methodologies can be adapted to various industries to respond quickly to change and complexity.

4. Continuous Learning

Individuals and organizations should prioritize continuous learning and skill development. Staying updated with industry trends, acquiring new knowledge, and enhancing problem-solving abilities are essential for adapting to VUCA conditions.

5. Risk Management

Effective risk management involves identifying, assessing, and mitigating risks associated with volatility and uncertainty. Organizations should develop robust risk management strategies and contingency plans.

6. Innovation and Creativity

Innovative thinking and creativity are vital for addressing complex challenges. Encouraging employees to generate novel solutions and fostering a culture of innovation can lead to breakthroughs in ambiguous situations.

7. Resilience Building

Resilience refers to the ability to bounce back from adversity. Individuals and organizations can build resilience through practices such as mindfulness, stress management, and maintaining a strong support network.

8. Collaboration and Networking

Collaboration with diverse stakeholders and networking within and outside the organization can provide access to valuable information, resources, and perspectives. Building strong relationships can enhance adaptability and problem-solving capabilities.

9. Ethical Decision-Making

In ambiguous situations, ethical decision-making is crucial. Organizations should establish ethical guidelines and ensure that employees understand the principles and values that guide their actions.

Real-World Examples of Navigating VUCA

To illustrate the strategies for navigating VUCA, let’s examine real-world examples:

1. COVID-19 Response

The COVID-19 pandemic posed a significant VUCA challenge. Governments, healthcare organizations, and businesses had to adapt rapidly to the uncertainty of the situation. Flexible healthcare delivery models, remote work arrangements, and vaccine development efforts exemplify adaptive responses to VUCA conditions.

2. Technological Disruption

The technology industry constantly faces VUCA dynamics. Companies like Apple and Google thrive by innovating and adapting to market changes. Apple’s transition from a computer company to a leader in consumer electronics is a testament to its ability to navigate VUCA.

3. Climate Change

Climate change presents complex and uncertain challenges. Governments and organizations worldwide are implementing sustainability initiatives, transitioning to renewable energy sources, and collaborating on climate agreements to address the volatile and uncertain environmental landscape.

In Conclusion

VUCA—Volatility, Uncertainty, Complexity, and Ambiguity—is an integral aspect of our contemporary world. It affects businesses, leadership, healthcare, education, and policymaking. Embracing and effectively managing VUCA conditions require adaptive leadership, scenario planning, agile methodologies, continuous learning, risk management, innovation, resilience building, collaboration, and ethical decision-making.

By incorporating these strategies into our professional and personal lives, we can not only navigate VUCA challenges but also thrive in a world where change is the only constant. Embracing VUCA means recognizing that uncertainty is an opportunity for growth and innovation, and it is through adaptability and resilience that we can shape a more sustainable and prosperous future.

Key Highlights:

  • Definition of VUCA:
    • VUCA stands for Volatility, Uncertainty, Complexity, and Ambiguity, representing the challenging conditions organizations face in an ever-changing world.
  • Origins and Impact of VUCA:
    • Originating from the military context, VUCA has become prevalent in various fields like business, leadership, healthcare, education, and policymaking, shaping decision-making and strategy formulation.
  • Strategies for Navigating VUCA:
    • Adaptive leadership, scenario planning, agile methodologies, continuous learning, risk management, innovation, resilience building, collaboration, and ethical decision-making are key strategies for managing VUCA effectively.
  • Real-World Examples:
    • Examples such as the COVID-19 response, technological disruption, and climate change initiatives illustrate how organizations navigate VUCA challenges through adaptive strategies and innovative approaches.
  • Conclusion:
    • Embracing VUCA entails recognizing uncertainty as an opportunity for growth and innovation, and by employing adaptive strategies, organizations can thrive in a constantly evolving world.
Related FrameworkDescriptionWhen to Apply
Cynefin FrameworkThe Cynefin Framework is a sense-making framework that categorizes problems and situations into five domains: Simple, Complicated, Complex, Chaotic, and Disorder. Each domain requires different approaches for decision-making and problem-solving based on the level of predictability and causality. The Cynefin Framework helps leaders understand the nature of the challenges they face and choose appropriate strategies for addressing them.When navigating complex or ambiguous environments, understanding the nature of problems or situations, and selecting appropriate approaches for decision-making and problem-solving.
OODA LoopThe OODA Loop (Observe, Orient, Decide, Act) is a decision-making framework developed by military strategist John Boyd. It emphasizes the iterative process of observing changes in the environment, orienting oneself to those changes, making decisions based on the new information, and taking action. The OODA Loop is used in dynamic and uncertain situations to rapidly adapt to changing conditions and gain a competitive advantage.When operating in fast-paced or volatile environments, making rapid decisions based on incomplete information, and continuously adapting strategies in response to changing circumstances.
SensemakingSensemaking is the process of creating meaning from ambiguous or complex situations. It involves gathering information, interpreting patterns, and constructing narratives to understand the underlying dynamics and implications of a situation. Sensemaking helps individuals and organizations make sense of uncertainty and navigate complex environments by developing shared understanding and insights.When facing ambiguous or uncertain situations, gathering and interpreting information to make sense of complex dynamics, and developing shared understanding and insights within teams or organizations.
Agile MindsetThe Agile Mindset is a set of values, principles, and practices that emphasize adaptability, collaboration, and continuous improvement. It encourages embracing change, responding to feedback, and delivering value iteratively. The Agile Mindset is applied in agile methodologies such as Scrum and Kanban to manage complexity, reduce risk, and foster innovation in software development and project management.When managing projects or initiatives in dynamic or uncertain environments, fostering a culture of adaptability, collaboration, and continuous learning, and delivering value iteratively while responding to changing requirements or conditions.
Scenario PlanningScenario Planning is a strategic foresight technique used to anticipate and prepare for future uncertainties. It involves developing multiple plausible future scenarios based on different combinations of critical uncertainties. Organizations use scenario planning to explore potential futures, identify risks and opportunities, and develop strategies that are robust across a range of possible outcomes.When planning for the future in uncertain or volatile environments, exploring alternative futures and potential outcomes, and developing strategies that are flexible and adaptive to different scenarios.
Resilience EngineeringResilience Engineering is an approach to safety and risk management that focuses on understanding how systems adapt and recover from unexpected events or disturbances. It emphasizes building systems that can withstand and recover from disruptions, rather than solely relying on error prevention. Resilience Engineering aims to enhance organizational resilience by promoting flexibility, learning, and adaptive capacity.When designing or managing complex systems where failure is inevitable, fostering organizational resilience, and improving the ability to anticipate, respond to, and recover from unexpected events or disruptions.
AntifragilityAntifragility, coined by Nassim Nicholas Taleb, describes systems or entities that benefit from volatility, randomness, and disorder. Unlike fragile systems that break under stress, antifragile systems become stronger and more resilient in the face of adversity. Antifragility is achieved through exposure to manageable levels of stress, variation, and uncertainty, which stimulate growth, adaptation, and improvement.When designing systems or organizations to thrive in uncertain or turbulent environments, embracing volatility and variability as opportunities for growth and improvement, and building resilience through exposure to moderate levels of stress and uncertainty.
Strategic FlexibilityStrategic Flexibility refers to an organization’s ability to adapt and change its strategies in response to changing circumstances or market conditions. It involves maintaining a portfolio of strategic options and being ready to pivot or adjust strategies as needed. Strategic flexibility enables organizations to seize opportunities, mitigate risks, and sustain competitive advantage in dynamic and uncertain environments.When formulating or executing strategies in environments characterized by uncertainty or rapid change, maintaining agility and responsiveness to emerging opportunities or threats, and preserving options and adaptability to adjust strategies as conditions evolve.
Dynamic CapabilitiesDynamic Capabilities are a firm’s ability to integrate, build, and reconfigure internal and external resources to adapt and respond to changing market conditions. They involve sensing changes in the environment, seizing opportunities, and reconfiguring organizational resources and capabilities to achieve sustainable competitive advantage. Dynamic capabilities enable organizations to innovate, evolve, and thrive in turbulent environments.When building organizational capabilities to respond to changes in the business environment, fostering innovation and adaptability, and continuously reconfiguring resources and capabilities to sustain competitive advantage in dynamic markets.
Crisis ManagementCrisis Management is the process of preparing for, responding to, and recovering from unexpected events or emergencies that threaten the viability, reputation, or operations of an organization. It involves developing plans, protocols, and response strategies to mitigate risks, ensure safety, and maintain business continuity in times of crisis. Crisis management helps organizations navigate uncertainty and disruption effectively.When preparing for and responding to unexpected events or crises that pose significant risks to the organization, developing plans and protocols to ensure business continuity and resilience, and minimizing the impact of disruptions on stakeholders and operations.

Connected Agile & Lean Frameworks

AIOps

aiops
AIOps is the application of artificial intelligence to IT operations. It has become particularly useful for modern IT management in hybridized, distributed, and dynamic environments. AIOps has become a key operational component of modern digital-based organizations, built around software and algorithms.

AgileSHIFT

AgileSHIFT
AgileSHIFT is a framework that prepares individuals for transformational change by creating a culture of agility.

Agile Methodology

agile-methodology
Agile started as a lightweight development method compared to heavyweight software development, which is the core paradigm of the previous decades of software development. By 2001 the Manifesto for Agile Software Development was born as a set of principles that defined the new paradigm for software development as a continuous iteration. This would also influence the way of doing business.

Agile Program Management

agile-program-management
Agile Program Management is a means of managing, planning, and coordinating interrelated work in such a way that value delivery is emphasized for all key stakeholders. Agile Program Management (AgilePgM) is a disciplined yet flexible agile approach to managing transformational change within an organization.

Agile Project Management

agile-project-management
Agile project management (APM) is a strategy that breaks large projects into smaller, more manageable tasks. In the APM methodology, each project is completed in small sections – often referred to as iterations. Each iteration is completed according to its project life cycle, beginning with the initial design and progressing to testing and then quality assurance.

Agile Modeling

agile-modeling
Agile Modeling (AM) is a methodology for modeling and documenting software-based systems. Agile Modeling is critical to the rapid and continuous delivery of software. It is a collection of values, principles, and practices that guide effective, lightweight software modeling.

Agile Business Analysis

agile-business-analysis
Agile Business Analysis (AgileBA) is certification in the form of guidance and training for business analysts seeking to work in agile environments. To support this shift, AgileBA also helps the business analyst relate Agile projects to a wider organizational mission or strategy. To ensure that analysts have the necessary skills and expertise, AgileBA certification was developed.

Agile Leadership

agile-leadership
Agile leadership is the embodiment of agile manifesto principles by a manager or management team. Agile leadership impacts two important levels of a business. The structural level defines the roles, responsibilities, and key performance indicators. The behavioral level describes the actions leaders exhibit to others based on agile principles. 

Andon System

andon-system
The andon system alerts managerial, maintenance, or other staff of a production process problem. The alert itself can be activated manually with a button or pull cord, but it can also be activated automatically by production equipment. Most Andon boards utilize three colored lights similar to a traffic signal: green (no errors), yellow or amber (problem identified, or quality check needed), and red (production stopped due to unidentified issue).

Bimodal Portfolio Management

bimodal-portfolio-management
Bimodal Portfolio Management (BimodalPfM) helps an organization manage both agile and traditional portfolios concurrently. Bimodal Portfolio Management – sometimes referred to as bimodal development – was coined by research and advisory company Gartner. The firm argued that many agile organizations still needed to run some aspects of their operations using traditional delivery models.

Business Innovation Matrix

business-innovation
Business innovation is about creating new opportunities for an organization to reinvent its core offerings, revenue streams, and enhance the value proposition for existing or new customers, thus renewing its whole business model. Business innovation springs by understanding the structure of the market, thus adapting or anticipating those changes.

Business Model Innovation

business-model-innovation
Business model innovation is about increasing the success of an organization with existing products and technologies by crafting a compelling value proposition able to propel a new business model to scale up customers and create a lasting competitive advantage. And it all starts by mastering the key customers.

Constructive Disruption

constructive-disruption
A consumer brand company like Procter & Gamble (P&G) defines “Constructive Disruption” as: a willingness to change, adapt, and create new trends and technologies that will shape our industry for the future. According to P&G, it moves around four pillars: lean innovation, brand building, supply chain, and digitalization & data analytics.

Continuous Innovation

continuous-innovation
That is a process that requires a continuous feedback loop to develop a valuable product and build a viable business model. Continuous innovation is a mindset where products and services are designed and delivered to tune them around the customers’ problem and not the technical solution of its founders.

Design Sprint

design-sprint
A design sprint is a proven five-day process where critical business questions are answered through speedy design and prototyping, focusing on the end-user. A design sprint starts with a weekly challenge that should finish with a prototype, test at the end, and therefore a lesson learned to be iterated.

Design Thinking

design-thinking
Tim Brown, Executive Chair of IDEO, defined design thinking as “a human-centered approach to innovation that draws from the designer’s toolkit to integrate the needs of people, the possibilities of technology, and the requirements for business success.” Therefore, desirability, feasibility, and viability are balanced to solve critical problems.

DevOps

devops-engineering
DevOps refers to a series of practices performed to perform automated software development processes. It is a conjugation of the term “development” and “operations” to emphasize how functions integrate across IT teams. DevOps strategies promote seamless building, testing, and deployment of products. It aims to bridge a gap between development and operations teams to streamline the development altogether.

Dual Track Agile

dual-track-agile
Product discovery is a critical part of agile methodologies, as its aim is to ensure that products customers love are built. Product discovery involves learning through a raft of methods, including design thinking, lean start-up, and A/B testing to name a few. Dual Track Agile is an agile methodology containing two separate tracks: the “discovery” track and the “delivery” track.

eXtreme Programming

extreme-programming
eXtreme Programming was developed in the late 1990s by Ken Beck, Ron Jeffries, and Ward Cunningham. During this time, the trio was working on the Chrysler Comprehensive Compensation System (C3) to help manage the company payroll system. eXtreme Programming (XP) is a software development methodology. It is designed to improve software quality and the ability of software to adapt to changing customer needs.

Feature-Driven Development

feature-driven-development
Feature-Driven Development is a pragmatic software process that is client and architecture-centric. Feature-Driven Development (FDD) is an agile software development model that organizes workflow according to which features need to be developed next.

Gemba Walk

gemba-walk
A Gemba Walk is a fundamental component of lean management. It describes the personal observation of work to learn more about it. Gemba is a Japanese word that loosely translates as “the real place”, or in business, “the place where value is created”. The Gemba Walk as a concept was created by Taiichi Ohno, the father of the Toyota Production System of lean manufacturing. Ohno wanted to encourage management executives to leave their offices and see where the real work happened. This, he hoped, would build relationships between employees with vastly different skillsets and build trust.

GIST Planning

gist-planning
GIST Planning is a relatively easy and lightweight agile approach to product planning that favors autonomous working. GIST Planning is a lean and agile methodology that was created by former Google product manager Itamar Gilad. GIST Planning seeks to address this situation by creating lightweight plans that are responsive and adaptable to change. GIST Planning also improves team velocity, autonomy, and alignment by reducing the pervasive influence of management. It consists of four blocks: goals, ideas, step-projects, and tasks.

ICE Scoring

ice-scoring-model
The ICE Scoring Model is an agile methodology that prioritizes features using data according to three components: impact, confidence, and ease of implementation. The ICE Scoring Model was initially created by author and growth expert Sean Ellis to help companies expand. Today, the model is broadly used to prioritize projects, features, initiatives, and rollouts. It is ideally suited for early-stage product development where there is a continuous flow of ideas and momentum must be maintained.

Innovation Funnel

innovation-funnel
An innovation funnel is a tool or process ensuring only the best ideas are executed. In a metaphorical sense, the funnel screens innovative ideas for viability so that only the best products, processes, or business models are launched to the market. An innovation funnel provides a framework for the screening and testing of innovative ideas for viability.

Innovation Matrix

types-of-innovation
According to how well defined is the problem and how well defined the domain, we have four main types of innovations: basic research (problem and domain or not well defined); breakthrough innovation (domain is not well defined, the problem is well defined); sustaining innovation (both problem and domain are well defined); and disruptive innovation (domain is well defined, the problem is not well defined).

Innovation Theory

innovation-theory
The innovation loop is a methodology/framework derived from the Bell Labs, which produced innovation at scale throughout the 20th century. They learned how to leverage a hybrid innovation management model based on science, invention, engineering, and manufacturing at scale. By leveraging individual genius, creativity, and small/large groups.

Lean vs. Agile

lean-methodology-vs-agile
The Agile methodology has been primarily thought of for software development (and other business disciplines have also adopted it). Lean thinking is a process improvement technique where teams prioritize the value streams to improve it continuously. Both methodologies look at the customer as the key driver to improvement and waste reduction. Both methodologies look at improvement as something continuous.

Lean Startup

startup-company
A startup company is a high-tech business that tries to build a scalable business model in tech-driven industries. A startup company usually follows a lean methodology, where continuous innovation, driven by built-in viral loops is the rule. Thus, driving growth and building network effects as a consequence of this strategy.

Minimum Viable Product

minimum-viable-product
As pointed out by Eric Ries, a minimum viable product is that version of a new product which allows a team to collect the maximum amount of validated learning about customers with the least effort through a cycle of build, measure, learn; that is the foundation of the lean startup methodology.

Leaner MVP

leaner-mvp
A leaner MVP is the evolution of the MPV approach. Where the market risk is validated before anything else

Kanban

kanban
Kanban is a lean manufacturing framework first developed by Toyota in the late 1940s. The Kanban framework is a means of visualizing work as it moves through identifying potential bottlenecks. It does that through a process called just-in-time (JIT) manufacturing to optimize engineering processes, speed up manufacturing products, and improve the go-to-market strategy.

Jidoka

jidoka
Jidoka was first used in 1896 by Sakichi Toyoda, who invented a textile loom that would stop automatically when it encountered a defective thread. Jidoka is a Japanese term used in lean manufacturing. The term describes a scenario where machines cease operating without human intervention when a problem or defect is discovered.

PDCA Cycle

pdca-cycle
The PDCA (Plan-Do-Check-Act) cycle was first proposed by American physicist and engineer Walter A. Shewhart in the 1920s. The PDCA cycle is a continuous process and product improvement method and an essential component of the lean manufacturing philosophy.

Rational Unified Process

rational-unified-process
Rational unified process (RUP) is an agile software development methodology that breaks the project life cycle down into four distinct phases.

Rapid Application Development

rapid-application-development
RAD was first introduced by author and consultant James Martin in 1991. Martin recognized and then took advantage of the endless malleability of software in designing development models. Rapid Application Development (RAD) is a methodology focusing on delivering rapidly through continuous feedback and frequent iterations.

Retrospective Analysis

retrospective-analysis
Retrospective analyses are held after a project to determine what worked well and what did not. They are also conducted at the end of an iteration in Agile project management. Agile practitioners call these meetings retrospectives or retros. They are an effective way to check the pulse of a project team, reflect on the work performed to date, and reach a consensus on how to tackle the next sprint cycle. These are the five stages of a retrospective analysis for effective Agile project management: set the stage, gather the data, generate insights, decide on the next steps, and close the retrospective.

Scaled Agile

scaled-agile-lean-development
Scaled Agile Lean Development (ScALeD) helps businesses discover a balanced approach to agile transition and scaling questions. The ScALed approach helps businesses successfully respond to change. Inspired by a combination of lean and agile values, ScALed is practitioner-based and can be completed through various agile frameworks and practices.

SMED

smed
The SMED (single minute exchange of die) method is a lean production framework to reduce waste and increase production efficiency. The SMED method is a framework for reducing the time associated with completing an equipment changeover.

Spotify Model

spotify-model
The Spotify Model is an autonomous approach to scaling agile, focusing on culture communication, accountability, and quality. The Spotify model was first recognized in 2012 after Henrik Kniberg, and Anders Ivarsson released a white paper detailing how streaming company Spotify approached agility. Therefore, the Spotify model represents an evolution of agile.

Test-Driven Development

test-driven-development
As the name suggests, TDD is a test-driven technique for delivering high-quality software rapidly and sustainably. It is an iterative approach based on the idea that a failing test should be written before any code for a feature or function is written. Test-Driven Development (TDD) is an approach to software development that relies on very short development cycles.

Timeboxing

timeboxing
Timeboxing is a simple yet powerful time-management technique for improving productivity. Timeboxing describes the process of proactively scheduling a block of time to spend on a task in the future. It was first described by author James Martin in a book about agile software development.

Scrum

what-is-scrum
Scrum is a methodology co-created by Ken Schwaber and Jeff Sutherland for effective team collaboration on complex products. Scrum was primarily thought for software development projects to deliver new software capability every 2-4 weeks. It is a sub-group of agile also used in project management to improve startups’ productivity.

Scrumban

scrumban
Scrumban is a project management framework that is a hybrid of two popular agile methodologies: Scrum and Kanban. Scrumban is a popular approach to helping businesses focus on the right strategic tasks while simultaneously strengthening their processes.

Scrum Anti-Patterns

scrum-anti-patterns
Scrum anti-patterns describe any attractive, easy-to-implement solution that ultimately makes a problem worse. Therefore, these are the practice not to follow to prevent issues from emerging. Some classic examples of scrum anti-patterns comprise absent product owners, pre-assigned tickets (making individuals work in isolation), and discounting retrospectives (where review meetings are not useful to really make improvements).

Scrum At Scale

scrum-at-scale
Scrum at Scale (Scrum@Scale) is a framework that Scrum teams use to address complex problems and deliver high-value products. Scrum at Scale was created through a joint venture between the Scrum Alliance and Scrum Inc. The joint venture was overseen by Jeff Sutherland, a co-creator of Scrum and one of the principal authors of the Agile Manifesto.

Six Sigma

six-sigma
Six Sigma is a data-driven approach and methodology for eliminating errors or defects in a product, service, or process. Six Sigma was developed by Motorola as a management approach based on quality fundamentals in the early 1980s. A decade later, it was popularized by General Electric who estimated that the methodology saved them $12 billion in the first five years of operation.

Stretch Objectives

stretch-objectives
Stretch objectives describe any task an agile team plans to complete without expressly committing to do so. Teams incorporate stretch objectives during a Sprint or Program Increment (PI) as part of Scaled Agile. They are used when the agile team is unsure of its capacity to attain an objective. Therefore, stretch objectives are instead outcomes that, while extremely desirable, are not the difference between the success or failure of each sprint.

Toyota Production System

toyota-production-system
The Toyota Production System (TPS) is an early form of lean manufacturing created by auto-manufacturer Toyota. Created by the Toyota Motor Corporation in the 1940s and 50s, the Toyota Production System seeks to manufacture vehicles ordered by customers most quickly and efficiently possible.

Total Quality Management

total-quality-management
The Total Quality Management (TQM) framework is a technique based on the premise that employees continuously work on their ability to provide value to customers. Importantly, the word “total” means that all employees are involved in the process – regardless of whether they work in development, production, or fulfillment.

Waterfall

waterfall-model
The waterfall model was first described by Herbert D. Benington in 1956 during a presentation about the software used in radar imaging during the Cold War. Since there were no knowledge-based, creative software development strategies at the time, the waterfall method became standard practice. The waterfall model is a linear and sequential project management framework. 

Read Also: Continuous InnovationAgile MethodologyLean StartupBusiness Model InnovationProject Management.

Read Next: Agile Methodology, Lean Methodology, Agile Project Management, Scrum, Kanban, Six Sigma.

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