Often Missing SkillsForecast ValidationPricing AwarenessBusiness Case DevelopmentData LiteracyExperiment DesignClient ManagementCross Functional PlanningWorkshop Facilitation
Development SuggestionsStrengthen the business side of forecasting by linking each trend to a measurable outcome such as sell through, margin, or customer growth. Build a habit of validating predictions using past season comparisons and simple analysis. Practice running stakeholder workshops to turn insights into decisions, and refine client ready storytelling with clearer recommendations and next steps.