Most ecommerce founders don't discover their growth was unprofitable until the cash runs out. Abir Syed, CPA and co-founder of UpCounting, has taken over the books of enough brands to know exactly where the warning signs hide, and he names them one by one: what he checks first in a P&L, and what it tells him. He explains why average CAC conceals customers who will never break even, how a flat MER can mask an acquisition collapse that returning customers are quietly propping up, and why an unusually high days-inventory-on-hand is usually a COGS error that corrupts unit costs, pricing and targets in one go. He also goes through the five numbers worth reviewing on a fixed cadence, plus the ones smaller brands can safely ignore until they're past a million in revenue. It's a rare chance to hear how a CFO actually reads a set of books, and to work out what your own might be hiding.

There's a gap in almost every warehouse — between what the WMS says is on the shelf and what's actually there. Joe Mirabile, VP of Operations at Gather AI, puts it plainly: accuracy rates in the field hover between 65–85%, and the difference is almost always human. In this episode of Out of the Box, Margherita sits down with Joe to unpack why inventory accuracy has been such a stubborn problem — and why cycle counting, the industry's default fix, is already stale by the time it's done. Joe walks through how Gather AI's drone and forklift-mounted camera systems create a continuous, real-time digital footprint of every pallet in a facility, correcting the WMS automatically rather than waiting for someone to notice the discrepancy. From detecting a pallet that had gone unnoticed for four years to enabling fully automated weekend scanning with a self-charging drone nest, this one gets into the operational detail that most tech conversations skip.

Choosing a 3PL isn't just an operational decision, it's a geographic one. In this episode, 3PL Hub Founder Ryan Bennett, who has run over 200 3PL RFPs, breaks down why where you place your inventory is one of the most underleveraged levers in e-commerce. From single-node vs. dual-node trade-offs to the data signals that tell you when it's time to expand your footprint, Ryan makes the case that zip code is strategy. He shares how one brand cut shipping costs by 25% simply by adding a second location, and why brands that skip this analysis are quietly leaving margin on the table. If you're a founder scaling fulfillment or a logistics tech provider advising multi-location accounts, this episode will change how you read a map.