Logic Agency

Operations Insights

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

Consumer product brand evaluating retail expansion economics
Economics · 10 min read

DTC vs Retail Margins: What Founders Discover After the First PO

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 buyer requirements and onboarding for emerging consumer brands
Retail Launch · 11 min read

What Retailers Actually Want from Emerging Brands

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 brand inventory management across DTC and retail channels
Operations · 11 min read

Inventory Management for Beauty Brands

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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Logic Agency fractional operations team at work for Epicutis skincare brand
Fractional Ops · 10 min read

What a Fractional Operations Team Actually Does

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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Supply chain operations leadership decision for consumer product brand
Leadership · 10 min read

When Should a CPG Brand Hire a VP of Operations?

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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Haldiram's US retail launch — Logic Agency retail readiness in practice
Retail Launch · 12 min read

Retail Readiness Checklist: Everything You Need Before the First PO

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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Supply chain vendor diversification strategy for consumer product brands
Supply Chain · 10 min read

Vendor Diversification Strategy for CPG Brands

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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