CAPABILITIES

Four areas of specialized retail planning expertise.

Averin is deliberately focused on the planning decisions, data and technology that matter most across assortment planning, merchandise financial planning, allocation and replenishment.

Assortment Planning

Pre-season and in-season assortment planning designed around the decisions merchants and planners actually make.

Assortment architecture
Option counts and breadth/depth
Store and channel clustering
Localization
Price architecture
Size profiling and buy quantities
Sell-through and rate of sale
In-season assortment actions

Merchandise Financial Planning

Financial planning logic and process design across sales, margin, inventory and receipts.

Sales, units, AUR and AUC
Margin, markdown and COGS
Inventory, receipts and OTB
Turns, GMROI and scenarios
Top-down and bottom-up reconciliation
Measure dependencies
Hold/flex behavior

Allocation & Replenishment

Inventory positioning and replenishment decisions from initial allocation through ongoing store and channel execution.

Initial allocation
Store eligibility
Presentation minimums
Size curves and packs
Inventory position
Target inventory
Replenishment logic
Current-tool recommendation review
Planner overrides
Prioritization, exceptions and execution

Data Management & AI Advisory

Planning data architecture and practical AI advisory designed specifically around assortment, MFP, allocation and replenishment.

Planning hierarchies and attributes
Measure definitions and governance
Data quality and reconciliation
Planning integrations
AI readiness
Decision intelligence
Human approval and control design
Outcome-learning roadmap

START WITH THE DECISION

Start with the replenishment decision you already make today.

No new application is required for the first engagement. Use an agreed extract from the systems you already have and identify where better rules, exception intelligence or AI can create value.

Discuss a Diagnostic