Peng HuangThe Architect of Retail Profit
Strategy Brief
INTEL

The Retail
Strategy Brief.

Frameworks, diagnostics, and field-tested perspectives on the intersection of Merchandising, Planning, and Finance. Written for operators, not theorists.

5 articles

OTB & Buy Planning
8 min read

OTB: The Silent Margin Killer Most Retailers Never Diagnose

Most retail planning teams treat OTB as a constraint to manage around. The best ones treat it as a precision instrument. Here's the difference — and why it costs brands millions.

March 18, 2026
S&OP & Demand Management
7 min read

S&OP: The Missing Link Between Your Marketing Team and Your Planning Team

Marketing drives demand. Planning manages supply. When these two functions don't talk to each other, you get stockouts on promoted items, excess inventory on everything else, and a margin structure that looks worse every quarter.

February 24, 2026
GM & Markdown Strategy
9 min read

Markdown Optimization: Protecting Gross Margin Without Killing Sell-Through

Every markdown is a confession. A confession that the buy was wrong, the timing was off, or the demand signal was missed. But markdowns are also inevitable — the question is whether you take them strategically or reactively.

January 30, 2026
Allocation & Replenishment
6 min read

Allocation Engines: Ending the Manual Guesswork in Core Product Management

The allocation analyst is one of the most undervalued — and overworked — roles in retail planning. They're making hundreds of micro-decisions per week that collectively determine whether your best stores have the right product. There's a better way.

January 8, 2026
Retail Leadership
5 min read

The Fractional CPO: Why Growing Retail Brands Are Rethinking Planning Leadership

A full-time VP of Planning costs $250–350K all-in. For a brand doing $50–200M in revenue, that's a significant fixed cost for a function that may not need full-time senior leadership year-round. There's a more capital-efficient model.

December 15, 2025

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