CAPM Practice: Explain when it is appropriate to use a predictive, plan-based approach

The core work — formulation development, regulatory approval, and manufacturing setup — is well-defined and sequential, making predictive the right choice. Marketing uncertainty could potentially be handled separately, but the primary project workstream has stable requirements and defined processes suited to predictive methodology.

**Why not A:** While marketing may benefit from iteration, the core project workstreams — formulation, regulatory approval, and manufacturing — are well-defined and sequential. A hybrid approach adds unnecessary complexity when the primary work is clearly suited to predictive methodology.

**Why not B:** Extreme Programming is a software development methodology focused on coding practices like pair programming and frequent releases. It is irrelevant to a consumer goods product launch involving formulation, regulatory approval, and manufacturing processes.

**Why not D:** Marketing uncertainty is a secondary consideration when the core project deliverables — formulation, regulatory compliance, and manufacturing setup — have stable, well-defined requirements. The primary workstreams dictate methodology selection, and they clearly favor predictive.