Retail analytics insights
Guides, frameworks, and strategies for retail teams that want to move from dashboards to decisions.
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Phantom Inventory: Why Your System Shows Stock That Isn't on the Shelf
Perpetual inventory accuracy runs 60-75%, so replenishment never fires and the SKU goes dark. How to measure your phantom rate and detect it without an RFID rollout.
On-Shelf Availability: How Real-Time Monitoring Recovers Lost Sales
Your in-stock number overstates OSA. See the three ways to measure it, benchmarks by vertical, and why promoted items run in the 80s when you need them most.
Blue Yonder, RELEX, Oracle: A Mid-Market Guide to Demand Planning Alternatives
Enterprise demand planning suites assume a planning organization, a multi-quarter rollout, and a six-figure budget. For mid-market retail, here are the real demand planning alternatives and how to evaluate them.
Automated Shelf Audits: Store-Level Data Without Field Reps
Catch empty shelves in under a day across every store, not 12 snapshots a year. How automated shelf audits work, what they cost per store-day, and how to run one in 30 days.
Grocery Shrink Software: Finding the 1.5% You're Losing
Grocery runs 1-3% net margins and shrink near 1.5% of sales, so shrink is often bigger than profit. A guide to grocery shrink software: the four loss buckets, why annual counts are too late, and what to look for.
Convenience Store Demand Forecasting and Dayparting
A daily forecast hides that you're out of breakfast items by 9am and overstocked by 8pm. Why c-store demand forecasting has to run at the daypart level, and how to balance foodservice waste against peak-hour stockouts.
Pharmacy Demand Forecasting: Cut Carrying Cost Without Stockouts
Pharmacy forecasting balances two costs: expired product written off and lost scripts when a maintenance med is out. Why min-max reordering fails, and how demand-weighted, expiry-aware forecasting frees working capital.
What "LLM-Agnostic" Actually Means for Retail AI
An LLM-agnostic system isn't hard-wired to one model provider. Model quality and pricing shift every quarter, so avoiding lock-in lets you take the upgrade without a migration. What it means and what to ask a vendor.
Fill Rate Math: Why 95% Costs You More Than You Think
Unit, line, and case fill are three different numbers. Get the formulas, benchmarks by vertical, and why 95% fill rate costs a $400M chain $6M a year.
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