Articulate the problem the system will solve: Which activity most directly fulfills this first step?
Defining the business context and use case means articulating the problem, intended users, purpose, and business objectives and constraints.
The question
Before any modeling begins on a proposed AI system, a governance framework requires the team to define the business context and use case. Which activity most directly fulfills this first step?
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- Select the model architecture and the training algorithm up front, since committing to the technical approach early keeps the later build phase efficient and focused.Choosing architecture is a later design activity; it presupposes rather than defines the business context and use case.
- Provision the cloud infrastructure and data pipelines needed for training, since establishing the technical platform early is what enables the project to proceed.Provisioning infrastructure is an implementation task that comes after the use case and context are defined, not the definition itself.
- Articulate the problem the system will solve, its intended users and purpose, and the business objectives and constraints that frame the effort. ✓Defining the business context and use case means stating the problem, intended users, purpose, and business objectives that scope the system.
- Draft the end-user marketing materials and pricing, since clarifying how the product is positioned commercially is what establishes its real-world context.Marketing and pricing concern go-to-market positioning, not the governance activity of defining the problem, users, and objectives.
The trap
Jumping to technical or commercial decisions before the problem, users, and objectives are actually defined. How to remember it
Defining the business context and use case means articulating the problem, intended users, purpose, and business objectives and constraints.
How many of these would you get right?
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