Logic Agency
Practical advice on supply chain, retail launch, packaging economics, and fractional operations — for brands scaling from $5M to $20M+ in revenue.

A brand healthy at 65–70% DTC gross margin can land at 20–40% contribution margin in retail. Here's the full cost stack — and how to model it before you say yes to a buyer.
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Retail buyers evaluate category fit, margin structure, velocity proof, operational readiness, and compliance documentation before placing a first PO. Most brands focus on the wrong things.
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Beauty inventory is harder than most CPG categories — shade proliferation, expiration dates, 12–16 week lead times, and multi-channel demand. Here's the framework that actually works.
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Most founders hear "fractional ops" and ask: what do they actually do every week? Here's the practical answer — audit, system-build, vendor management, and reporting without the $600K department.
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A CPG brand should hire a VP of Operations when the work is permanent, cross-functional, and large enough for one senior leader to own every day. Most brands aren't ready the first time they feel operational pain.
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A retail readiness checklist for CPG brands covers six operational categories — packaging, EDI, inventory, logistics, documentation, and financials. Brands that skip steps absorb $50,000–$200,000 in first-year mistakes.
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Single-source supply chains break — and when they do, the cost isn't a line item. It's a missed retail launch or a stockout on your hero SKU. Here's the 80/20 dual-sourcing framework.
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