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Platform → Merchandising

Merchandising Planning Software
for Apparel Brands.

Merchandising planning is the connected workflow that takes a brand from financial budget through assortment decisions, buy commitments, and inventory allocation - all in one system. RetailNorthstar is built for it.

When OTB, assortment and buy plans live in separate spreadsheets, every change has to be re-keyed from file to file, so the plans drift apart between reviews. RetailNorthstar replaces those spreadsheets with one connected workflow on a shared data model - purpose-built for apparel complexity, live in weeks.

Four connected workflows. One platform.

Each workflow in RetailNorthstar feeds the next. Changes in one update the others automatically - no manual reconciliation between files.

OTB → sets budget for → Assortment → feeds → Buy Plan → flows into → Allocation

Each layer has its own page: assortment planning software for the product layer, from style, color and size depth to the OTB ceiling, and merchandise allocation software for the distribution layer, from channel splits to door-level quantities.

What merchandising planning covers

OTB auto-reconciled by channel/dept/season
Open-to-buy budgets that update in real time as assortment and buy decisions are made.
Assortment planning constrained by OTB
Every assortment decision is checked against the OTB ceiling - no more over-buying surprises.
Seasonal planning (pre/in/carry-over)
Manage pre-season plans, in-season adjustments, and carry-over analysis in one workflow.
Size curve management from sell-through data
Generate and refine size curves using historical sell-through at the style and category level.
Demand forecasting
AI-informed demand signals that feed directly into assortment and buy quantity decisions.
Margin scenario modeling
Model margin outcomes across different assortment and pricing scenarios before committing.
Hindsight analysis in the workflow
Prior-season performance data surfaces at the point of decision - not in a separate report.
Carry-over decision support
Compare continuing styles against new introductions using sell-through, margin, and inventory data.

Apparel-specific from the start

A generic planning platform starts from a generic product hierarchy, so size curves, seasons and collections have to be configured before apparel teams can plan in it. RetailNorthstar ships with apparel built in - these capabilities are native, not configured.

Seasonal OTB structure (SS / FW)
Plan open-to-buy by season with carry-forward inventory logic built in.
Size curve management
Store and apply size ratios across the full buy assortment - generated from prior-season sell-through, no manual entry per SKU.
Collection and line structure
Collections are first-class objects in the data model - not a workaround.
Multi-channel buy splits
DTC, wholesale, and store quantities managed in one buy plan, not separate files.
AI planning recommendations
Apparel-trained AI for size ratios, assortment depth, and allocation by door.
Weeks to onboard, not months
Self-serve setup - no IT team, no implementation partner, and no rollout scoped as a separate programme.

Connected to the full planning workflow

Mid-market and growing apparel brands

Apparel merchandising workflows, native.

Purpose-built for what apparel planning teams actually do - not a generic platform configured to approximate merchandising. Live in weeks, maintained by us, native apparel workflows out of the box. Comparing vendors across the wider category? Our guide to merchandising software for apparel brands sets out the evaluation criteria and where each type of vendor fits, this one included.

Weeks to onboard, self-serve by merchandising teams
No IT team required - ever
No implementation partner - ever
Apparel workflows native: size curves, seasonal OTB, collections
Maintained by RetailNorthstar - not your IT department

Merchandising planning questions

What is merchandising planning software?

Merchandising planning software is a category of business software that manages the financial and assortment planning workflow for retail and apparel brands. It covers open-to-buy planning (how much to spend), assortment planning (what to carry), buy planning (how many units to commit to and from whom), and allocation planning (how to distribute inventory across channels and stores). It replaces spreadsheet-based workflows, in which each of those decisions sits in its own file and every change has to be carried into the others by hand. RetailNorthstar is a purpose-built merchandising planning platform for apparel brands.

What does RetailNorthstar cover in the merchandising planning workflow?

RetailNorthstar covers the complete apparel merchandising planning workflow: OTB planning, assortment planning, buy planning, and allocation optimization. All four workflows are connected in a single platform - changes to the assortment update the buy plan, and changes to the buy plan update the OTB position. No manual reconciliation between files. Apparel-specific capabilities - size curves, seasonal OTB, collection structure, and multi-channel buys - are native to the platform.

How does OTB connect to assortment automatically?

In RetailNorthstar, OTB budgets and assortment plans share the same data model. When you set an OTB budget by department, channel, and season, the assortment plan inherits those constraints automatically. Every style you add to the assortment is checked against the OTB ceiling in real time - no manual reconciliation spreadsheet required.

Can I manage size curves from historical sell-through?

Yes. RetailNorthstar analyzes prior-season sell-through data at the size level and generates recommended size curves for each style or category. You can accept the recommendation, adjust it manually, or override it entirely. The system learns from each season to improve future size recommendations.

How does carry-over analysis work?

Carry-over analysis in RetailNorthstar compares continuing styles against new introductions using sell-through velocity, margin contribution, and inventory position. The system flags styles that are candidates for carry-over and shows the financial impact of keeping versus dropping each one - so you make the decision with full context, not gut feel.

How is RetailNorthstar different from general retail planning software?

General retail planning software is built around a generic product hierarchy, so apparel-specific needs - size curve management, seasonal OTB, collection structure, fashion seasonality - have to be configured onto it before an apparel team can plan in it. RetailNorthstar is designed specifically for apparel brands, so these capabilities are built in. Enterprise rollouts of general planning platforms are scoped as a separate programme, delivered with an implementation or systems-integration partner and contracted separately from the licence. RetailNorthstar onboarding takes weeks, and no IT resources or external implementation partner are required.

Who is RetailNorthstar built for?

RetailNorthstar is designed for mid-market and growing apparel brands that have outgrown spreadsheet-based merchandising planning. This includes DTC apparel brands, wholesale brands, luxury and premium labels, and contemporary fashion companies. The platform is used by merchandising leaders, buyers, merchandise planners, and allocation teams at brands that need a purpose-built planning system without the complexity and cost of enterprise PLM or supply chain platforms.

Explore the Platform

See connected merchandising planning in action.

Start a free trial and work through a full apparel planning workflow - OTB through allocation - in one connected system, live in weeks.

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Connected merchandise planning — live in weeks, not quarters.