Business decisions are often based on some amount of uncertainty regarding the outcome. Optimization can be described as choosing the best possible option among multiple available options under

At the Delivery Horizon, planning focuses on the day-to-day delivery of backlog items. Agile delivery teams plan on a very short-term basis. What short-term means depends on the organization and

At the Delivery Horizon, the agile principle of See the Whole is applied when there is a shared understanding of how individual stories advance the business outcomes and value is created, and

Most stakeholders can instinctively identify the symptoms of a business problem based on their expertise and knowledge of business processes, rules, and practices. To investigate these problems

The tasks within the Source Data domain are performed by individuals who possess strong technical skills related to the data architecture of the organization and the skills required to extract or

The Guide Organizational-Level Strategy for Business Data Analytics domain builds on the first five domains that describe a business data analytics practitioner's work by elaborating on

Impact Mapping is used to align stakeholders with organizational goals and the creation of customer value.

Planning Workshops are used to determine what value can be delivered over an agreed time period.

Portfolio Kanban is used to manage the implementation of strategic initiatives by increasing visibility into the process, work-in-progress (WIP), decision making criteria, and feedback loops.

Purpose Alignment Model is used to assess ideas in the context of customer and business value.