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A journey map is a research technique that is used to develop personas. A journey map is a visual representation of the steps, interactions, and emotions of a user as they go through a process or a service. A journey map can help develop personas by identifying the pain points, opportunities, and gaps in the current state, and by generating ideas for improving the user experience and value proposition in the future state. A journey map can also help communicate the user needs and expectations to the stakeholders and align them on a common vision and goal.

References:

Journey Maps - Scaled Agile Framework

Journey Mapping 101 | Nielsen Norman Group

Journey Mapping: The Ultimate Guide | Miro

Journey Mapping: How to Create One and Why It’s Important

The most important planning question for primary research is what will be asked, because this determines the type, quality, and relevance of the data that will be collected. The research question or hypothesis should be specific, narrow, and discoverable through primary research methods, and it should align with the research purpose and objectives. The research question or hypothesis guides the choice of the research medium, the sample size and selection, and the data analysis and interpretation.

References:

What is Primary Research?: This article from Purdue OWL defines primary research and explains the steps and considerations involved in planning and conducting primary research.

10.3: Planning Your Primary Research Project: This article from Humanities LibreTexts provides some tips and examples on how to plan a primary research project, including defining the research question or hypothesis, choosing the research method, and designing the research instrument.

A story map is a visual tool that helps product teams organize and prioritize user stories based on the user journey and the value they deliver. A story map shows the main activities or steps of the user journey as the backbone of the feature, and the stories that support each activity as the slices of the feature. A team would create a story map when stories work together to support a workflow, because it helps them to understand and communicate the big picture of the user goals and needs, and to identify the minimum viable product (MVP) scope.

References:

Story Mapping: This article from the Scaled Agile Framework explains the purpose, process, and benefits of story mapping, and provides an example of how it can be used in a SAFe context.

User Story Mapping: Discover the Whole Story, Build the Right Product: This book by Jeff Patton, the creator of story mapping, provides a comprehensive guide on how to use story mapping to create better products and services that delight customers.

How to Create a User Story Map: Step by Step Guide with Examples: This article from Miro provides a detailed guide on how to create a user story map, with examples and templates for different types of products and services.

Segment 1 is the better choice for the next 12 months, because it aligns with the company’s growth strategy to sell to larger organizations, and it offers a higher potential value and lower competitive intensity than segment 2. Segment 1 consists of very large companies that have a need for the new application, but are dissatisfied with the current solutions offered by the large enterprise application vendors. This indicates a market opportunity for the company to provide a better integrated and more satisfying solution that can meet the needs and expectations of these customers. Segment 2, on the other hand, consists of small businesses that are already well-served by the company and its competitors, and may not have a strong demand or willingness to pay for the new application. Therefore, segment 2 offers a lower value and higher competitive intensity than segment 1.

References:

Market Segmentation: Definition, Types, Benefits, & Best Practices: This article from Qualtrics XM provides an overview of market segmentation, and discusses the benefits and best practices of market segmentation for businesses. It also provides some examples and tips on how to segment markets effectively.

Market Segmentation: Definition, Example, Types, Benefits - Investopedia: This article from Investopedia explains the concept and purpose of market segmentation, and describes the four primary types of market segmentation: demographic, geographic, psychographic, and behavioral.

Market Segmentation: Definition, Criteria and Other Details: This article from Your Article Library provides a comprehensive guide on market segmentation, including its definition, criteria, process, levels, and bases. It also discusses the advantages and limitations of market segmentation.

Product strategy is the high-level plan that defines the vision, goals, and direction of a product. Product strategy guides the development and delivery of a product that meets the needs and expectations of the customers and the business. Product strategy is primarily driven by the research activity of understanding Customers and values. This activity involves identifying and segmenting the target market, analyzing the customer needs, problems, and opportunities, defining the value proposition and the benefit hypothesis, and validating the assumptions and hypotheses with customer feedback. Understanding Customers and values helps to align the product strategy with the customer-centric mindset and the business outcomes.

References:

Customer Centricity - Scaled Agile Framework

Product and Solution Management - Scaled Agile Framework

Using Market Research To Drive Business Strategy | PlanBeyond

The ART Sync is a weekly event that brings together the representatives of the teams and stakeholders of an Agile Release Train (ART) to review the progress and status of the current Program Increment (PI). The ART Sync tracks the progress of the ART toward meeting the PI Objectives by using various metrics and indicators, such as the PI burnup chart, the team and ART predictability measures, the feature completion report, and the dependencies and risks status. The ART Sync also provides an opportunity to identify and resolve any impediments, issues, or blockers that may affect the PI delivery.

References:

ART Sync: This article from the Scaled Agile Framework explains the purpose, agenda, and participants of the ART Sync, and how it supports the alignment, collaboration, and execution of the ART.

PI Objectives: This article from the Scaled Agile Framework defines the concept and attributes of PI Objectives, and how they can be used to align and measure the outcomes of an ART or Solution Train.

A PI roadmap is a visual tool that illustrates the commitments and forecasts of an Agile Release Train (ART) or Solution Train for the planned and upcoming Program Increments (PIs). One of the activities to create an ARTs PI Roadmap is to provide a list of agreed objectives, which are the SMART goals that summarize the business and technical outcomes that the ART or Solution Train intends to achieve in a PI. The objectives are derived from the features and enablers that are planned and prioritized in the PI Planning event, and they are aligned with the vision, roadmap, and strategic themes of the portfolio. The objectives are used to communicate and track the progress and value delivery of the ART or Solution Train, and to enable alignment and dependency management across multiple ARTs or Solution Trains.

References:

PI Roadmap: This article from the Scaled Agile Framework explains the concept and purpose of the PI Roadmap, and how it can be used to visualize and communicate the near-term deliverables and milestones of an ART or Solution Train.

PI Objectives: This article from the Scaled Agile Framework defines the concept and attributes of PI Objectives, and how they can be used to align and measure the outcomes of an ART or Solution Train.

Using personas and empathy maps together is a result of applying design thinking, which is a customer-centric development process that creates desirable products that are profitable and sustainable over their lifecycle. Personas are fictional characters that represent archetypal users of a product or service, while empathy maps are visual tools that capture the thoughts, feelings, behaviors, and needs of the users. Using personas and empathy maps together can help to improve product design by:

Understanding the problem and the context from the user’s perspective

Generating ideas and solutions that address the user’s pain points and goals

Testing and validating the assumptions and hypotheses behind the product

Aligning the stakeholders on the scope, value, and quality of the product

References:

Design Thinking - Scaled Agile Framework

Personas - Scaled Agile Framework

Empathy Map vs Persona: What’s the Difference and Why You … - Userpilot

Market segmentation is the process of dividing a market into distinct groups of customers who have similar needs, preferences, or behaviors. Market segmentation helps enterprises identify and target the most valuable and profitable customer segments, design and deliver solutions that meet their needs, and optimize their marketing strategies and campaigns. However, market segmentation is not only based on quantitative factors, such as size, growth, and profitability, but also on qualitative factors, such as values, mission, and vision. A market segment should align with the enterprise’s values and mission, which reflect its purpose, identity, and culture. A market segment that aligns with the enterprise’s values and mission will help the enterprise achieve its strategic goals, create a positive brand image, and build trust and loyalty with customers.

One of the characteristics of effective market segmentation is that the segment should be valuable enough to be economically feasible. This means that the segment should have enough potential customers who are willing and able to pay for the products or services offered by the enterprise. The segment should also generate enough revenue and profit to cover the costs of marketing, production, and distribution. The segment should also have a positive impact on the enterprise’s return on investment (ROI) and net present value (NPV). A segment that is not valuable enough to be economically feasible will not be sustainable or profitable for the enterprise.

References:

Customer Centricity - Scaled Agile Framework

Advanced Topic - SAFe for Marketing - Scaled Agile Framework

What is one consideration when evaluating the fit for a market segment?

5.4 Essential Factors in Effective Market Segmentation

The PO Sync is an ART event used to gain visibility into the ART’s progress toward meeting its PI objectives and to make any necessary adjustments. The PO Sync is commonly facilitated by the Release Train Engineer (RTE), who is the servant leader and chief Scrum Master for the ART. The RTE helps to coordinate the PO Sync by inviting the Product Owners and Product Management, setting the agenda, managing the timebox, and resolving any impediments or conflicts.

References:

Product Owner (PO) Sync - Scaled Agile Framework

Release Train Engineer and Solution Train Engineer - Scaled Agile Framework

5 Practices to Start Scaling Agile by Mike Hall | Agile Velocity

According to the Scaled Agile Framework, the Portfolio Backlog contains the highest-level portfolio epics, which are large, cross-cutting initiatives that require analysis, approval, and funding by the Lean Portfolio Management (LPM) team1. The ART Backlog contains the features, which are services provided by the system that fulfill stakeholder needs2. Features are derived from epics and are typically implemented by one Agile Release Train (ART) within one Program Increment (PI)3. Therefore, Request 1, which is an incremental innovation that can be done by one ART in one PI, should be added to the ART Backlog as a Feature. Request 2, which is a major opportunity impacting multiple stages of the Value Stream and requiring the participation of two ARTs over multiple PIs, should be added to the Portfolio Backlog as an Epic.

References:

Portfolio Backlog: This article from the Scaled Agile Framework explains the purpose, structure, and content of the Portfolio Backlog, and how it is managed by the LPM team using the Portfolio Kanban system.

Features: This article from the Scaled Agile Framework defines the concept of features, their attributes, and their relationship with epics and stories.

ART Backlog: This article from the Scaled Agile Framework describes the role, composition, and management of the ART Backlog, and how it supports the PI Planning process.

Outcome metrics are the metrics that measure the impact and value of a product on the customers and the business. Outcome metrics help product managers to guide the evolution of the products by focusing on the desired outcomes and benefits, rather than the outputs and features. Outcome metrics also help product managers to validate the assumptions and hypotheses behind the product strategy, and to iterate and improve the product based on customer feedback and data.

References:

Outcome Metrics - Scaled Agile Framework

5 Essential Metrics for Product Managers

Output vs. Outcome Metrics: What’s the Difference? | ProductPlan

A roadmap is an artifact that shows the planned features and milestones for a solution over a timeline. It helps Product Managers communicate the vision and strategy to Product Owners and other stakeholders, and align them on the priorities and dependencies of the work. A roadmap also provides a feedback loop for validating assumptions and adapting to changing customer needs and market conditions.

References:

SAFe Roadmap

Product and Solution Management

Product Owner

The projected value of a market segment is an estimate of the potential revenue and profit that can be generated from selling products or services to that segment. To increase confidence in this estimate, it is important to keep the calculations transparent and continually updated as more accurate information becomes available. This involves documenting the assumptions, data sources, methods, and results of the calculations, and validating them with stakeholders and experts. It also involves monitoring the changes in the market conditions, customer behavior, and competitor actions, and adjusting the calculations accordingly. By keeping the calculations transparent and updated, the organization can ensure that the projected value of a market segment reflects the current and future reality, and avoid overestimating or underestimating the market opportunity.

References:

Market Segmentation: Definition, Example, Types, Benefits: This article from Investopedia explains the concept and purpose of market segmentation, and describes the four primary types of market segmentation: demographic, geographic, psychographic, and behavioral.

Market Segmentation: Definition, Types, Benefits, & Best Practices: This article from Qualtrics XM provides an overview of market segmentation, and discusses the benefits and best practices of market segmentation for businesses. It also provides some examples and tips on how to segment markets effectively.

Data Integration Market Size, Share & Growth Report, 2030: This article from Grand View Research provides a comprehensive analysis of the global data integration market, including the market size, share, growth, trends, drivers, challenges, opportunities, and segments. It also provides a regional and competitive landscape of the data integration market.

One of the strengths of qualitative research is that it can be applied to a large number of people, as it does not require a fixed sample size or a predefined set of questions. Qualitative research can use various methods, such as interviews, focus groups, observations, or document analysis, to collect data from different sources and contexts. This allows researchers to explore a wide range of perspectives, experiences, and meanings, and to generate rich and diverse insights.

References:

23 Advantages and Disadvantages of Qualitative Research

5 Strengths and 5 Limitations of Qualitative Research

Investment horizon 3 is the longest-term horizon that focuses on exploring and developing breakthrough innovations that can create new markets and revenue streams for the business. It is important for every business to allocate funding to investment horizon 3, because it enables the business to anticipate and respond to the changing customer needs, technological trends, and competitive threats, and to secure its future growth and survival. Investment horizon 3 requires a high level of creativity, experimentation, and risk tolerance, but it can also generate a high level of return and differentiation.

References:

Horizon Planning: This article from the Scaled Agile Framework explains the concept and purpose of horizon planning, and describes the four horizons and their characteristics, challenges, and best practices.

SAFe®’s investment horizon model — A synopsis: This article from Medium provides a summary of the SAFe investment horizon model, and illustrates how it can help organizations allocate their resources and manage their portfolio.

Enduring Ideas: The three horizons of growth | McKinsey: This article from McKinsey presents the original framework of the three horizons of growth, and discusses how it can help businesses balance their current and future opportunities and challenges.

According to the SAFe® Agile Product Management APM (6.0) documents and learning resources, Weighted Shortest Job First (WSJF) is a prioritization model used to sequence work for maximum economic benefit. It is calculated by dividing the cost of delay by the job duration or size. To estimate the cost of delay, three factors are considered: user and business value, time criticality, and risk reduction or opportunity enablement. To estimate the job duration or size, a relative scale such as Fibonacci is used. The highest value in the Fibonacci scale is set as the “ceiling” and the lowest value is set as the “floor”. The items are then scored by comparing them to the ceiling and the floor, and assigning them the closest Fibonacci number. The WSJF score is then obtained by dividing the cost of delay score by the job duration or size score. The items with the highest WSJF score are prioritized first.

References:

WSJF - Scaled Agile Framework

Weighted Shortest Job First (WSJF) | Definition and Overview - ProductPlan

Weighted Shortest Job First - Open Practice Library

Design Thinking and the Continuous Delivery Pipeline (CDP) are both approaches that aim to deliver value to customers by understanding their needs, validating assumptions, and iterating on solutions. Design Thinking is a creative process that involves empathizing with customers, defining the problem, ideating possible solutions, prototyping, and testing. The CDP is a workflow that consists of four aspects: Continuous Exploration, Continuous Integration, Continuous Deployment, and Release on Demand. The CDP enables the delivery of small batches of new functionality, which are then released to fulfill market demand. Both Design Thinking and the CDP use feedback from customers to improve products, as feedback loops are essential for learning and adapting to changing needs and preferences.

References:

Design Thinking - Scaled Agile Framework

Continuous Delivery Pipeline - Scaled Agile Framework

Introduction to Continuous Delivery in SAFe | CDP in … - PremierAgile