muko · collection development
muko turns brand history, trend signals, margin, timing, and production realities into a working model of the season.
the line plan · static → alive
the most important collection decisions happen before anything is fixed — what belongs, why, what breaks when reality moves. that reasoning lives in spreadsheets, meetings, and memory. muko gives it a model.
merchandising sets the commercial goals, category balances, and target margins. muko drafts the season from three directions at once — brand history, live trend signals, and your customer profile — and proposes a fully costed first-pass baseline.
every entry is tested the moment it changes — a sketch, a cost, a timeline. muko reads it against who you are, where the market is moving, and what production can actually hold, and surfaces the tension to the whole team before anything locks.
the team reviews one verified model. once aligned, muko exports what each function actually needs — alignment decks for leadership, guardrails for design, production summaries handed straight into plm.
muko is the memory layer. when a supplier slips or a trend saturates, the model re-runs the math on the original assumptions and flags the reasoning — not just the number.