Phase 1: Context Understanding
In the first phase, we compile detailed background information and contextual factors from past cases. By examining demographic data, market trends, and organizational structure in each example, we build a reliable foundation. For instance, a Bangkok-based retailer refined its target audience profile after analyzing foot traffic patterns; the resulting adjustments led to a 20% uplift in week-one sales.
Context Understanding sets the stage by ensuring every recommendation aligns with real operational constraints and opportunities observed in similar scenarios.