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Practical writing on forecasting, promotion, portfolio, competitive response, account planning, and execution.
September 3, 2025
Commercial Workflows
A competitor signal is only useful when it connects to your business.
How competitor signals become commercial decisions when they connect to internal performance, market context, account exposure, scenarios, response options, and planning.
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A forecast is stronger when it becomes the decision baseline.
Why forecasts become more useful when they support variance explanation, uncertainty, scenario overlays, planning decisions, and outcome review.
A better account plan starts with shared commercial context.
How account briefs, CRM context, category growth, negotiation context, scenarios, finance context, and planning follow-up improve key account and JBP decisions.
Portfolio rationalization is a source-of-volume decision.
Why SKU rationalization needs source-of-volume analysis, substitution, assortment, launch, delist, margin, account context, and scenario comparison.
Promotion effectiveness should decide the next investment.
How promotion effectiveness analysis supports decisions across uplift, cannibalization, margin, trade investment, timing, account context, constraints, and learning loops.
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