Where apparel planning
should be in five years.
Long-form stance pieces from the RetailNorthstar team on the structural forces reshaping apparel merchandising — AI, implementation timelines, the mid-market gap, and what "connected planning" actually means.
We have an opinion. We publish it.
All perspective pieces
AI in Apparel Merchandising: Where It Belongs, Where It Doesn't
Most AI announcements from apparel software vendors are answers to a different question than the one operators are asking. The honest taxonomy: where AI moves the needle for mid-market planning teams, where it is a distraction, and where it is just snake oil.
Read perspective →The Death of the 12-Month Implementation
For two decades, enterprise planning software meant a 12-month rollout, an SI partner, and a seven-figure commitment. That model is incompatible with how mid-market apparel brands actually operate — and the market is starting to act like it knows.
Read perspective →Connected vs. Integrated: The Distinction That Matters
'Connected planning' is the most overused phrase in apparel software marketing. Most tools that claim it are integrations of separate tools. The difference shows up at the moments where it matters most — reconciliation, in-season change, policy enforcement.
Read perspective →Want our take on a specific question?
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Connected apparel planning — live in weeks, not quarters.