r/Warehousing

▲ 3 r/Warehousing+1 crossposts

When “Simple” Inventory Starts Falling Apart

We began with spreadsheets and a “we’ll manage as we go” mindset. It held up for a bit, but soon we ran into stock discrepancies, missed restocks, and ongoing confusion across locations.

The biggest issue? No one was working with the same numbers, and trust in the data slowly disappeared.

We tried tightening processes to fix things, but the same problems kept resurfacing.

Eventually, it became clear the challenge wasn’t just how we were managing inventory, it was the system we were relying on.

So we built a simple internal tool to make tracking clearer and reduce manual errors. Still early, still improving, but it’s honestly made things way less chaotic.

Curious what’s everyone else using here? Still spreadsheets or something more structured?

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u/Top_Instance7078 — 4 days ago

How reliable is robotic sortation with fluctuating order volumes?

We’re exploring robotic sortation for our warehouse, but our order volumes can be pretty unpredictable, especially during peak periods. I’m trying to understand how well these systems actually handle sudden spikes without slowing things down or affecting accuracy. Also curious about how complex the integration is with existing WMS or ERP setups, and whether there are any ongoing maintenance or performance issues that teams typically face after implementation.

Would really appreciate insights from anyone who’s worked with this in a live environment.

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u/Complex-Friend-8145 — 1 day ago

Start Up Friendly 3PLs?

Hi all,

I’ve been in the 3PL eCommerce space for several years, primarily working with mid-size to enterprise brands.

Lately I’ve been approached by more early-stage founders looking for their first 3PL. A lot of them have great products and strong vision, but I’ve realized I don’t have a great list of startup-friendly partners I can confidently refer them to.

For those who have gone through this stage, I’ve heard mixed feedback on providers like ShipBob and similar platforms, with some founders feeling like their brand didn’t get the attention it needed early on.

Would love to hear:

  • Who did you use when you were starting out?
  • Any boutique or founder-friendly 3PLs you’d recommend?
  • Anyone to avoid?

Appreciate any insight here. Trying to build a better resource for founders as they get off the ground and prepare to scale.

Thanks in advance.

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u/Ok-Wrangler1488 — 4 days ago

Warehousing is smooth until you hit the labeling part. anyone found something that actually works?

Our warehouse is getting slammed with spring stock arrivals and mother's day fulfillment so the labeling process is killing our efficiency. I have to create variable data labels, serial numbers and qr codes straight from excel sheets for both incoming and outgoing inventory. The free barcode tools are too limited for our volume and the printer software we have struggles with batch runs or adds weird formatting. I've been looking at a couple paid options that aren't crazy expensive but i want to hear real experiences first. Anyone working in warehousing actually found a barcode generator that handles real warehouse volume without constant fixes?

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u/Public_Rich31 — 6 days ago

How much would you charge for a smaller company to dump their cardboard in your company dumpster?

Do you charge pull fees if they are coming to pick stuff up from your warehouse to deliver? Just curious and if so what are your rates?

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u/gratefulpred — 7 days ago
▲ 6 r/Warehousing+1 crossposts

Dissertation Study – Sleep Quality & Work (Fixed Day/Night Shift Workers, 18+

Hi everyone,
I am currently working on my final year dissertation looking at the relationship between sleep quality and daily functioning in workers, particularly comparing fixed day and night shifts.

Survey link: https://bedshealthsciences.eu.qualtrics.com/jfe/form/SV_397SHTns64mskjI

Although sleep and shift work have been widely studied, warehouse workers are often underrepresented in research, particularly those working fixed day or night shifts.

The survey takes around 5 to 8 minutes to complete.

I am specifically looking for people who:
• Are currently working on a warehouse or logistics roles
• Work fixed day shifts OR fixed night shifts (not rotating)
• +18 years old

I’d also be interested to hear if anyone here has noticed differences in their sleep or concentration depending on their work schedule.

Thank you so much for your help!

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u/Top_Border5104 — 6 days ago
▲ 3 r/Warehousing+1 crossposts

Warehouse for Lease in Ludhiana, India

Readily available Grade -A Warehouse , around 22,000 sq. ft in Ludhiana.

DM , me if anybody interested.

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u/TartTerrible3965 — 3 days ago

Experienced in warehousing, looking for flexible income ideas

Hey everyone, I’ve got years of hands-on experience in both dry and cold warehousing. I’m burned out on traditional sometimes 12 to 14 hour days, and looking for creative ways to turn that knowledge into flexible or passive income. Any ideas or directions I should explore?

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u/BigWareHut — 7 days ago

Catch up on what happened this week in Logistics: April 7-13

Hey everyone,

If it's your first time reading one of my posts, I break down the top logistics news from the past week, so you're always up to date.

Let's jump into it,

Millions of Americans are shrinking, and it's creating a logistics headache

About 1 in 8 U.S. adults is currently on a GLP-1 drug, and by 2030, that number could hit 30 million, especially now that GLP-1s come in pill form. Adoption is about to accelerate even faster.

So why am I writing about this in a logistics newsletter? Well, all these people now need new clothes. A lot of new clothes.

80% of GLP-1 users say they'll need a new wardrobe due to weight changes. Over half have already started buying. If each user drops about three sizes and buys five to eight items per size, that translates to somewhere between 150 million and 700 million additional apparel items purchased this year alone. The upper bound? An extra $13 billion in annual U.S. apparel spending.

The inventory headache: This is where it gets interesting for warehouses and 3PLs. Retailers traditionally order on a 1-2-2-1 size curve (one small, two mediums, two larges, one XL). That's shifting to 2-2-1-1. Size curve accuracy has historically been 20-50%, and GLP-1s are making it even harder to forecast. A fashion retailer doing $1 billion in annual sales could lose $20 million in margin due to size-curve mismatches alone.

Target's extended-size offerings fell by 37% from March 2025 to March 2026. Old Navy's plus-size options dropped 12% year-over-year. The industry is adjusting in real time, and that means more returns, more markdowns, and more inventory churn flowing through fulfillment networks.

For 3PLs: If you serve apparel brands, expect shifting SKU mixes, faster inventory turns in certain size ranges, and potentially higher return volumes as people buy clothes that don't fit their rapidly changing bodies. The brands that figure out how to serve customers during a physical transformation (not just at the end of one) are going to generate a lot of fulfillment volume.

Class 8 truck orders just doubled for the second month in a row

North American Class 8 truck orders surged 126% year-over-year in March to 37,200 units. That's the second consecutive month with orders more than doubling the prior year.

The math on the first quarter is wild: annualized Q1 orders came in at over 428,000 units. That's a lot of trucks.

So what's driving it? Aging fleets, improving freight rates, tightening capacity, and a return of the driver shortage are all pushing carriers to place orders. There's also a looming cost factor: the EPA's 2027 emissions technology is coming, and fleets want to lock in builds before those price increases take effect.

There's also a FOMO problem. When order books start filling up, fleets rush to secure build slots, whether they need trucks right now or not. And if the demand turns out to be fundamentally real (not just catch-up ordering), the question becomes whether manufacturers can actually ramp production fast enough to meet it.

Bottom line: The freight market recovery is looking more durable than it did six months ago. But "recovery" and "boom" are different words, and the industry still has plenty of headwinds to navigate.

TRENDS I’M SEEING

1. The 3PL market is expanding into Canada (finally)

As someone from Canada, I know firsthand how slow the country has been to adopt the kind of e-commerce logistics infrastructure the U.S. has had for years. So seeing multiple major providers make moves north of the border in the same quarter is a pretty clear signal that Canada is finally ready for the full ecommerce experience.

GXO Logistics opened a new distribution center in Mississauga, Ontario. Arvato acquired Think Logistics, a Canadian 3PL headquartered in Mississauga. IMC Logistics announced plans to open a marine drayage operation in Toronto in Q2 2026, and DP World opened a new freight forwarding office in Montreal.

The numbers back up the momentum. Canada's 3PL market was valued at $23.1 billion in 2023 and is projected to reach $49.7 billion by 2033, growing at an annual rate of 8.4%.

For anyone who's been watching the Canadian market from the sidelines, the window to establish a presence is narrowing. When GXO, Arvato, IMC, and DP World are all making moves in the same quarter, early-mover advantage is evaporating quickly.

2. Cold Storage: a tale of two markets

Two weeks ago, we covered how cold storage vacancy rates across the U.S. have spiked to levels not seen since the early 2000s. The classic construction-overhang story: pandemic-era demand drove a construction boom; those facilities are finishing now, and demand has returned to normal.

But here's the nuance: the large, established cold storage operators are absolutely killing it right now. If you're already set up for cold and frozen fulfillment with modern infrastructure and established client relationships, you're likely experiencing a backlog of prospects trying to get through your doors. The demand is real. It's the new, unproven capacity that's struggling.

Would I still recommend entering the cold storage space? Yes. Here's why. E-commerce adoption continues to penetrate deeper into categories that require temperature control. More people are ordering frozen and fresh foods online instead of going to the store. The pharmaceutical side is booming with drugs increasingly being shipped directly to consumers. Quick commerce platforms need faster, more reliable cold chain logistics. These are structural tailwinds, not cyclical ones.

The global cold chain logistics market is projected to exceed $525 million by 2030, growing at a compound annual growth rate of more than 15%, the highest among all fulfillment sectors.

The caveat is timing and positioning. If you're entering now, you're walking into a market with excess capacity and landlords offering concessions. That's actually not a bad thing if you're strategic about it. Lock in favorable lease terms, invest in modern infrastructure, and build toward the demand curve.

3. The rise of the specialty 3PL

This is something I posted about on LinkedIn last year, and last week’s news confirms the trend is accelerating.

Most 3PLs market themselves as the jack-of-all-trades. They'll handle apparel, food and beverage, big and bulky, hazmat, you name it. The pitch is always "we do it all." But the market is starting to reward specialization.

ShipMonk opened a new fulfillment center in Louisville, Kentucky, that is purpose-built for apparel brands. Not a general warehouse that also handles apparel. A facility designed from the ground up around how apparel brands actually operate.

The 406,000-square-foot facility has high-density layouts optimized for deep garment inventories and footwear assortments, next-generation receiving workflows to speed up dock-to-stock time, dedicated rework stations for garment restoration, including steaming and re-tagging, on-site embroidery for premium customization, and specialized workflows for wholesale compliance and retailer prep.

This is the first ShipMonk facility designed around a single category, and that's the part worth paying attention to. They're treating it as an innovation hub where they'll develop apparel-specific solutions before scaling them across their broader network.

The logic is straightforward. Apparel fulfillment has distinct challenges that general-purpose warehouses handle poorly: massive SKU counts driven by size and style combinations, high return rates driven by fit issues, soft goods that need careful handling, and presentation standards that directly impact the customer experience. A warehouse optimized for all of those things will outperform one that tries to be good at everything.

Pay attention to this trend. The "we do everything" pitch is getting harder to sell as competitors offer category-specific expertise backed by purpose-built infrastructure. You don't have to specialize overnight, but identifying one or two categories where you can build genuine depth is going to matter more and more.

QUICK HITS

U.S. tariff revenue dropped by over $4 billion in March.
That's the fifth consecutive monthly decline, and marks a nearly 30% drop from last October when monthly tariff revenue peaked at $31.35 billion. Between the Supreme Court striking down IEEPA tariffs and importers shifting sourcing away from heavily tariffed countries, don't expect this trend to reverse anytime soon.

Tools we're watching: We're constantly looking at the best tools for 3PLs, and last week we posted about a new cash-back card tailored for 3PLs that offers up to 3% cash back on all shipping and ad spend. A few of you messaged me last week saying you use their service, and their team actually reached out to me. If you're interested in learning more, DM me.

Truckstop acquired Wize Load, a heavy haul rate intelligence provider. Heavy-haul and overdimensional freight requires permits, escorts, specialized equipment, and routing restrictions, making pricing a nightmare. Brokers currently piece together quotes from multiple sources. Truckstop is betting that consolidating that data into one platform is worth paying for.

STG acquired Carrier Logistics Inc. (CLI), the leading transportation management software provider for LTL carriers. The private equity firm plans to integrate "agentic AI" into CLI's core platform to build what they're calling an AI-native operating system for terminal-based motor carriers. If you run LTL operations on CLI software, expect changes.

Crane Worldwide Logistics expanded into Spain by acquiring Blue Cargo, a freight forwarder with air, ocean, and road capabilities plus a bonded warehouse in Madrid. The Houston-based company is building out its Southern European footprint for customs clearance and freight consolidation in Spain and Portugal.

project44 acquired LunaPath dot AI, an AI-native logistics automation company focused on orchestration and execution agents. It's project44's second AI acquisition after ClearMetal in 2021, and signals a push from supply chain visibility (watching things happen) to autonomous execution (making things happen automatically).

That's all for this week. If you found this useful, consider subscribing.
(Your data will never be shared. Subscribers' data is strictly for sending out the weekly newsletter)

u/charlesholmes1 — 7 days ago

We ran a quarterly audit and found $21K in losses we didn't know we had. Here's what we changed.

Last quarter we did what I'd call a "real" inventory audit for the first time — not the usual walk-around-and-eyeball-it thing, but an actual structured count with teams, zones, blind counting, the works.

What we found was uncomfortable.

340 units missing across three SKUs. On paper they existed. On the shelf they didn't.

After digging in, it turned out to be two separate problems that had been quietly running in parallel. The supplier had been short-shipping for two straight months but invoicing us for full quantities. And one receiving batch had been scanned twice, inflating system stock and hiding an actual shortage underneath.

$21K. From a single audit cycle. Money we would've just... rolled into the next quarter without ever knowing.

The part that stuck with me: the problem wasn't the people. It was the process. Nobody was checking because the system said everything was fine. And the system was wrong.

A few things we changed after:

— Blind counting (counters don't see system data before the physical count — this alone caught more discrepancies)
— Freezing stock movement during the count window (seems obvious but we never did it consistently)
— Cycle counting specific zones every month instead of full audits once or twice a year
— Actually documenting why a variance happened, not just correcting the number

We've been running tighter since. Fewer surprises.

Stumbled on a checklist article that covered most of this pretty well if anyone wants a structured rundown: stockount.com/articles/inventory-audit-checklist-step-by-step

Curious — for those running multi-location operations, how do you handle audits across sites? Do you stagger them or run them simultaneously? We're trying to figure out the right cadence.

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u/stockount_8 — 3 days ago