r/SupplyChainLogistics

Running AMRs in narrow-aisle (<1.5m) factory environments? Curious what's working.

We’ve been evaluating AMRs for internal material movement, but one thing I keep struggling to picture is how well they really perform once the aisles get tight and messy in real production environments. A lot of the demos online seem to happen in super clean warehouses with tons of space, but our reality is more like narrow aisles (~1.2–1.5m), people constantly walking through, carts or pallets occasionally left sticking out into the path, and intersections getting blocked during shift changes.

I’m especially curious about where the real operational pain points start showing up.

reddit.com
u/JerryZhi — 3 hours ago
▲ 4 r/SupplyChainLogistics+3 crossposts

[Academic] Public acceptance of commercial delivery drones in Europe (Europeans, 16+, 5-6 mins)

Hi everyone !

I’m currently writing my Master’s thesis on the public acceptance of commercial delivery drones in Europe, and I still need about 60 responses to reach my target.

Here is the survey link : https://prettyform.addxt.com/a/form/vf/1FAIpQLScWSTGWTLPvL3T5e_Kj37D0WthyCMnkOx9bMpFC8T6yCTZi1g

I’m happy to complete your survey in exchange. Just leave your link in the comments after completing mine, and I’ll get to it as soon as possible.

Thanks a lot for your help !

u/Flamrl — 3 days ago
▲ 19 r/SupplyChainLogistics+6 crossposts

Catch up on what happened this week in Logistics: August 11-17

Hey everyone,

If it's your first time reading one of my posts, my name is Menachem, and I have a weekly newsletter called Logistic Pulse that breaks down the top logistics news from the past week. We're currently on week 59!

Let's jump into it,

Somebody paid $3.78 million to skip the line in Panama

Daily auctions for August transit slots through the Panama Canal's Panamax locks have averaged about $1.1 million, more than sixteen times what the same slots went for a year ago. Auctions for the larger Neopanamax locks are averaging around $2.5 million, the highest on record, with individual slots since late July hitting $3.78 million.

Two things are squeezing at once, and they're unrelated.

The first is water. The canal runs its locks on fresh water from Gatun Lake, which is currently below its long-run average, and Argus expects it to keep dropping. A strengthening El Niño tends to bring drought to Central America, and the Panama Canal Authority has already imposed three draft restrictions on the Panamax locks in the past month, with the permitted draft scheduled to fall to 47.5 feet by September 3, down from the usual 50. Fewer drafts mean less cargo per vessel and a longer queue behind it. On August 3, 113 ships were waiting for a transit slot. On January 2, there were 40.

The second is oil. The Strait of Hormuz has been disrupted since the U.S. and Israel-led bombardment of Iran began on February 28. That waterway normally carries about a fifth of global oil flows, so Asian buyers have been sourcing crude and refined products from the U.S. Gulf Coast instead, and the shortest way from the Gulf Coast to Asia runs through Panama. Energy cargo is now competing for the same slots as everything else.

Most large carriers book transit slots well in advance at fixed rates that bear no resemblance to these numbers, and only up to 30% of canal traffic goes through the daily auction. The Panama Canal Authority has characterized the million-dollar payments as temporary market fluctuations rather than a general fee increase. So the auction figure isn't a bill anyone's container is paying. It's a read on how badly some operators need to move right now, and it's the same signal that preceded the 2023 restrictions.

What this means for you: If you have clients importing to East Coast or Gulf ports on all-water services, this is the week to ask their forwarders about canal surcharges and transit buffers rather than the week the surcharge shows up. Draft restrictions cut container capacity per sailing, and that shortfall gets recovered somewhere on the invoice. The thing to watch is which pressure eases first, because a drought story resolves when it rains and an oil-routing story doesn't. If your inventory planning assumes normal all-water transit times into the fall, build in slack now and be honest with brands about it before they commit to a promo calendar.

Presented by FulfillYN

FulfillYN is an independent 3PL matchmaking consultancy. We pair growing retail and e-commerce brands with fulfillment partners who actually fit, from a vetted network of 439 warehouses. We know which providers are built for your world and which will figure it out on your dime.

If you don’t want to waste 3 months sitting through sales calls, filling out forms, negotiating, this is the service for you.

Tell us what you ship, and we'll put you in front of 2-3 that genuinely fit.

Match with the perfect 3PL ➡️

Fewer people are stealing your freight, and it's costing much more

Verisk CargoNet logged 677 supply chain theft incidents in Q2, down 26% from a year ago and 14% from Q1. Estimated losses over the same period went from $135.7 million to $304.6 million.

The average theft with a reported commodity value came in at $564,009, though CargoNet is upfront that a handful of extreme losses dragged that figure around. The plain reading is that much of the low-effort volume theft has dried up, while a smaller group has gotten much better at picking targets. Keith Lewis, who runs operations at CargoNet, put it as groups that aren't trying to steal more freight, just trying to identify the right shipment.

What they're picking is specific. Metal theft rose from 54 to 80 incidents, with copper still the favorite and aluminum, nickel, and tungsten climbing. Enterprise computer and networking equipment stayed a priority, along with crypto mining hardware, and CargoNet makes the point that matters for anyone touching this freight: these loads can be worth millions, and they move through the network as ordinary dry goods, with paperwork and a security profile that don't reflect what's inside. Meanwhile, beverage and grocery theft fell off sharply, auto parts and tires dropped, and seafood went up by eleven events, which is its own strange little trend.

The decline came mostly from two things going away. Fewer criminals are buying up legitimate motor carriers to book freight under a clean operating authority and then disappear with it, and there was less organized theft of unattended loaded trailers, especially in California, Texas, South Florida, and Dallas-Fort Worth. Straight theft events dropped from 488 to 378. Fictitious pickups barely moved, 165 down to 158.

Business email compromise is still the front door. One set of credentials gives someone shipment data, contact directories, and access to a TMS, enough to identify a valuable load, impersonate a party everyone already trusts, and reroute it while it looks completely normal to the broker, the carrier, and the receiver. If that sounds familiar, it's the same mechanic behind the Ceva intrusion we covered two weeks ago.

Now put Landstar next to that. On its July earnings call, VP and chief safety and operations officer Matt Miller disclosed that the company has cut its approved carrier pool from more than 100,000 in mid-2022 to roughly 64,600 today. That's a 35% reduction, over 35,000 carriers removed, and it dropped another 7% year-over-year in Q2 after a 19% cut in Q1. Overdrive reported that the effort began in response to cargo theft and freight fraud, with identity checks and tighter compliance measures layered on.

It ends up somewhere else. The Supreme Court's May decision in Montgomery v. Caribe Transport II broadened broker liability for carrier selection, and CFO Jim Todd said plainly that cases that used to be dismissed on federal preemption grounds must now be litigated. Landstar took $10.5 million in unfavorable prior-year claims adjustments in Q2, with three of the five responsible claims coming out of brokerage. CEO Frank Lonegro is asking federal regulators for clearer vetting standards, which is what a company says when it has spent four years building a process and would like everyone else held to the same one.

The market seems to be pricing it as an advantage. Landstar's insurance renewal on June 1 came in with auto liability flat and broker liability up about 3%, which is a soft outcome for a post-Montgomery renewal. Agent inquiries have picked up since the ruling landed, including an $18 million Midwest brokerage that signed on as an independent agent. And this is all happening in a tightening truckload market, with Lonegro describing capacity as having tightened significantly and conditions moving in favor of the provider for the first time since late 2022. Landstar's truck revenue rose 19% to $1.33 billion on 2% load growth, so essentially all of it came from rates.

What this means for you: If you broker, understand what the Landstar number implies: tens of thousands of carriers got dropped by one of the most established networks in the country, and they are calling somebody, and that somebody has a real chance of being you. On the theft side, the exposure isn't the yard; it's the inbox. BEC is now the access point for most sophisticated schemes, making carrier fraud an IT problem your ops team inherits. And if you handle metals, enterprise hardware, or anything with a fast resale market, the freight needs a security profile that matches its value rather than its BOL.

Nobody ordered many more robots. They spent 21% more anyway

The Association for Advancing Automation put out its Q2 numbers, and the interesting part isn't the unit count.

North American companies ordered 8,940 robots in the second quarter, worth $622 million. Units were up 4.3% from a year ago. Order value was up 21.3%. Run that out, and the average robot ordered this quarter cost around $70,000, up from roughly $60,000 a year earlier. Buyers aren't adding volume so much as buying up the stack, integrating into bigger systems rather than adding another arm to the line.

The first half totaled 17,995 units and $1.166 billion, a 2% increase in units and 6.6% in value. Underneath that flat-looking topline, the customer base is shifting hard. Automotive OEM orders fell 25% in the first half, which historically would have dragged the whole market down. It didn't, because semiconductors and electronics ordered 35% more units, life sciences and pharma 32%, automotive components 24%, and food and consumer goods 17%. Non-automotive buyers were 56% of Q2 units. A3's Alex Shikany framed it as the market mix continuing to evolve, which is the polite version of saying Detroit stopped being the whole story.

Two caveats before you take that to a client meeting. A3 counts industrial robot orders across all of manufacturing, so this isn't a warehouse automation number, even though it’s reported as one. And these are orders, not installations, so they reflect decisions made a couple of quarters ago.

The piece that does translate is collaborative robots. Companies ordered 2,774 cobots in the first half, totaling $114 million, which accounts for 15.4% of all units but less than 10% of the dollars. That gap is the whole point. Cobots are the cheap, fast, low-infrastructure end of the market, and adoption is concentrated where the work is fiddly and high-mix: they were 43.7% of life sciences orders and 36.5% of semiconductor and electronics orders.

For context on the demand side, companies bought more than 36,700 robots last year, the most since 2022, and Interact Analysis found that 92% of surveyed companies plan to increase automation spending this year. GXO has invested close to a billion dollars in automating its buildings over the past five years. Amazon signed a warehouse automation supply agreement with AutoStore on undisclosed terms, which is notable mainly because Amazon builds most of its own robotics, and going outside for cube storage suggests it isn't trying to build everything twice.

What this means for you: The per-unit price is moving against you, so any automation quote you're sitting on has a shorter shelf life than you'd think, and a proposal you priced six months ago probably isn't the proposal you get today. If capex has been the reason you keep passing, cobots are the honest entry point rather than a compromise, and the industries adopting them fastest are the ones with messy, variable, high-mix work, which describes most multi-client fulfillment floors. And with 92% of companies planning to spend more, expect the automation question to move from a nice differentiator to a table-stakes item in RFPs.

QUICK HITS

U.S. retail sales came in at $763.6 billion in July, down 0.6% from June, according to Commerce Department data, after June managed a 0.2% gain. The pullback is consistent with what warehouse operators have been describing all summer: retailers pulled inventory forward into May and June ahead of tariff deadlines and then went quiet. One soft month isn't a trend, but if your Q4 volume forecasts were built on spring order patterns, this is a reason to check them against what your clients are actually receiving right now.

Teamsters California sued the state DMV on August 5 to block heavy-duty autonomous truck permits. The 34-page complaint in Alameda County Superior Court asks the court to set aside the regulations the DMV adopted on April 28, which removed the ban on autonomous vehicles rated over 10,001 pounds. The legal argument is procedural rather than philosophical: the union says the DMV skipped a Standardized Regulatory Impact Assessment that state law requires for any rule with more than $50 million in first-year economic impact, and that it puts more than 200,000 California semi-truck driving jobs at risk. Peter Finn of Teamsters California framed the safety case around trucks up to sixteen times heavier than a robotaxi at highway speeds. The stakes are high because California matters to developers, as the state handles 40% of the nation's containerized imports and 30% of exports.

Fura acquired High Rise Logistics, its seventh deal. The Cincinnati broker is running a straightforward roll-up thesis: buy established books, move them onto a shared AI platform for bidding, carrier sales, and visibility, and skip the overhead stacking that usually kills these strategies. High Rise, out of Vancouver, Washington, brings flatbed, expedited, truckload, and LTL along with intermodal, drayage, and warehousing, plus a real Pacific Northwest footprint. Leadership stays on to run daily operations. Terms undisclosed. If you own a regional brokerage or an asset-light 3PL, this is the second consecutive week with the same buyer profile, and the pattern is consistent: they want your customers and your team, and they're bringing the technology.

JOB BOARD

Title: VP of Warehouse Operations
Company: Ardmore Home Design
Location: Hacienda Heights, California, US
Salary: $170,000 - $200,000
Apply Here

Title: General Manager - Fulfillment
Company: iDrive Fulfillment
Location: Phoenix, Arizona, US
Salary: $90,000 - $120,000
Apply Here

Title: Refrigerated Warehouse Operations Manager
Company: The Judge Group
Location: Dallas, Texas, US
Salary: $90,000 - $115,000
Apply Here

Title: Fulfillment Operations Manager
Company: Fringe Sport
Location: Austin, Texas, US
Salary: $80,000 - $85,000
Apply Here

Title: Warehouse Manager
Company: RYSE Up Sports Nutrition
Location: Prosper, Texas, US
Salary: $75K-85K
Apply Now

Title: Senior Supply Chain Coordinator
Company: HR Annie Consulting
Location: Portland, Oregon, US
Salary: $70,000 - $80,000
Apply Here

Title: Assistant Fulfillment Operations Manager
Company: Fulco Fulfillment
Location: Dover, New Jersey, US
Salary: $55,000 - $70,000
Apply Here

Full list of job openings →

_______________________________________________________________________

That's all for this week. If you found this useful, consider subscribing.
(Your data will not be shared. Subscribers' data is strictly for sending out the weekly newsletter.)

u/charlesholmes1 — 3 days ago
▲ 18 r/SupplyChainLogistics+5 crossposts

What is one materials innovation you think deserves more attention?

Not necessarily the biggest breakthrough.Somthing underrated?

It could be a relatively small development that has made a huge difference to performance, manufacturing, sustainability or cost.

What's something you've come across recently that made you think:

"That's actually pretty clever."

Would be great to hear some examples from people working across different parts of the materials industry.

reddit.com
u/Materialsweek — 3 days ago

Finding a Logistics Coordinator role

I am currently working a logistics associate role and have been for close to 2 years now. I am also pursuing an online logistics degree via SNHU, which I will be done with this month. I am getting to that point where I am no longer entry-level and a logistics coordinator role is most likely the logical next step forward. I have been looking for such roles now, but haven't had any luck aside from some interviews. Is there something that I am doing wrong?! Do I need to move or network more?! Is something wrong with my resume?!

reddit.com
u/Unfair_Complex3218 — 3 days ago

How do you manage route planning across multiple warehouses and driver hours without losing your mind?

Every morning is a total chaos trying to split up runs across multiple warehouses, juggling tight driving times and driver schedules. We burn hours of manual planning every day and still lose money on wasted miles.

How do you get around these logistical bottlenecks without overdoing it and what software actually works?

Edit: I looked at Descartes Fleet Performance Management and chose them because they have tools built for complex routes and real-time fleet tracking.

reddit.com
u/Holiday-Meat-9682 — 2 days ago
▲ 3 r/SupplyChainLogistics+1 crossposts

RAMPING UP HIRING!

LEAN SOLUTIONS GROUP IS HIRING!
Position: Logistics Coordinator (Non-Voice / Voice)
📍 Location: Makati Commerce Tower, Makati or Pasay
🏠 Work Setup: WFH / On-site
Easy process

Requirements:
✔ Logistics experience is a plus
✔ HS/SHS/College Level/Graduate
✔ Computer literate
✔ Good written communication skills

Benefits: ✅ Competitive salary
✅ HMO + Life Insurance
✅ Paid training
✅ Career growth
✅ Graveyard shift differential

📩 Send your details to: yenohciso25@gmail.com

reddit.com
u/Successful-Side-7115 — 3 days ago

Offered a corporate Demand Analyst role after 1.5 years of covering for an absent Materials Manager—need advice on transition and negotiation.

Hey everyone,

​I’m currently working in Mexico at a manufacturing facility for a US-based midsize company. My official title is Master Scheduling Supervisor, but about 1.5 years ago, our Materials Manager was let go, and I've absorbed a lot of those responsibilities since then.

​I’ve built a reputation as a high-performer with strong managerial skills, largely because I’ve automated a lot of our reporting workflows and I’m backed by a very mature, self-sufficient team. That stability is what kept things running smoothly while I covered the management gap.

​Today during my 1:1, the COO offered me a Demand Analyst role that would transition me out of the manufacturing plant and into the corporate world.

​Scope of the Role:

​AOP (Annual Operating Plan) review against backlog

​Capacity planning

​Supply of parts analysis

​We haven't discussed compensation or numbers at all yet—it was a very informal conversation. Honestly, I'm pretty excited because moving from plant operations to corporate feels like a major career step (though I know perception vs. reality can sometimes differ).

​What I'm Looking For Advice

:For anyone who has made this jump, what should I watch out for? Are there hidden downsides to moving from site operations to a corporate demand role?

​Leverage & Compensation: Since I've essentially been handling expanded responsibilities (covering part of the MM role) for a year and a half, how should I approach the upcoming salary and package negotiation for this new corporate title?

​Would love to hear your thoughts or similar experiences!

reddit.com
u/Otherwise_Chance_834 — 3 days ago
▲ 3 r/SupplyChainLogistics+2 crossposts

How regional fleets handle invisible route overloads before morning dispatch chaos hits

Most morning dispatch bottlenecks aren't actually caused by a shortage of drivers or vehicles. They’re usually caused by invisible route overloads.

When orders are assigned strictly based on customer deadlines without a quick check on vehicle and driver capacity limits, heavy routes get stacked way beyond capacity while reserve fleet vans sit half-empty. Then morning shift hits: drivers are stuck at the dock, cargo gets reshuffled on the fly, and deliveries go out late.

A recently published case study breaks down how a regional courier fleet can systematically fix this using a simple workload capacity planner framework. The core approach relies on calculating backlog hours relative to vehicle limits to spot route overloads a few days early—allowing dispatchers to level-load cargo before loading ever starts.

Core takeaways from the walkthrough:
- Eliminates last-minute loading dock reshuffling
- Drastically shortens daily dispatch planning huddles
- Gives full fleet visibility using standard spreadsheet logic instead of expensive enterprise software.

How do your operations currently track route capacity limits during busy dispatch weeks?

reddit.com
u/SmartShopDigitalCo — 4 days ago

MIT MicroMasters in Supply Chain Management — worth it?

Hi everyone! I’m planning to move to Europe with my husband and I’m researching ways to make my profile stronger for the European job market.

I’m considering the MITx MicroMasters in Supply Chain Management, but I’m wondering if it is actually recognized or valued by companies when hiring for Supply Chain positions.

For anyone working in Supply Chain in Europe, would you recommend it?

reddit.com
u/alicecmp — 3 days ago

How does your company actually calculate safety stock?

I’m curious how companies handle safety stock in real life.

In textbooks, we often see statistical approaches based on demand variability, service level, and lead time.

But in practice, I’ve seen much simpler methods used quite often, such as:

  • Average daily demand × X days of safety stock
  • A fixed number of days of cover by category
  • Planner judgment based on experience
  • Different rules for stable vs. volatile SKUs
  • A combination of system calculation and manual override

What interests me most is not the textbook formula, but what companies actually do.

A few questions I’d love to hear about:

  • What method does your company use?
  • Is safety stock calculated at SKU level, category level, or another level?
  • Who decides the parameters — planners, supply chain managers, algorithms, or the system?
  • How often is it reviewed?
  • What usually triggers a change: demand volatility, lead time, service level, inventory pressure, supplier risk, or something else?

I’m especially curious whether larger companies use more statistical approaches in practice, or whether simple days-of-cover rules are still common.

Would love to hear examples from different industries and company sizes.

reddit.com
u/kshine_zephyr — 5 days ago

Advanced Innovative Logistics Company LTD

Anyone know about this logistic company? I have an interview with them on weds. I am just curious if this is true because i haven't seen their group page nor can even search the information about them on google. They have website, yes, but i can't find their socials nor in Google maps. Can anyone confirm if this is legit?

u/Fearless_Resolve1530 — 5 days ago
▲ 1 r/SupplyChainLogistics+1 crossposts

Me ofrecieron el puesto, mandé documentos y vi nuevamente la vacante abierta

Vi nuevamente la vacante abierta pero me mandaron la solicitud de papeleo y los estudios, es mal presentimiento?

reddit.com
u/Artistic-River-4026 — 5 days ago

Any recommended custom parts manufacturer from China that ships to US?

We have been sourcing CNC machined aluminum brackets for a robotics side project and the domestic quotes are honestly brutal, lead times pushing 40+ weeks at some shops. I need a manufacturer that can handle tight tolerances on milled parts, maybe some sheet metal bending thrown in and ideally someone who won't ghost you after you wire money overseas. Looking for a recommended custom parts manufacturer in China that ships reliably to the US, preferably one with actual certifications (ISO or similar) and experience with prototyping before committing to a larger run. Tried maybe 10 companies through Alibaba a while back and the quality was all over the place. Die casting and injection molding aren't in scope right now but good to know if they offer it.

reddit.com
u/Odd-Investigator5489 — 5 days ago

Career Advice

Hello everyone,

I’m 30 and have been working as a buyer for about 7 months at a manufacturing company. I came from a completely different career field, so supply chain is still pretty new to me.
I also have about a year left until I finish my bachelor’s in Industrial Leadership.
So far I like procurement and supply chain, but I’m trying to figure out what I should be doing now to set myself up for the future.
For those who have been in the field for a while, what would you recommend focusing on early in my career? What career paths are worth looking into after getting some experience as a buyer?
Just curious to hear where others started and where they ended up.

reddit.com
u/Street_Heat_5855 — 5 days ago

I talked to 20 logistics finance teams about invoice auditing. Every single one was doing it manually in spreadsheets.

I talked to 20 logistics finance teams about invoice auditing. Every single one was doing it manually in spreadsheets.

Not small companies either. Teams moving hundreds of millions in freight spend annually.

The process was always some version of this:

  • Download invoices from 6-12 different vendor portals
  • Pull the master contract from a shared drive (if it's been updated)
  • Cross-reference line items by hand
  • Email the vendor when something looks off
  • Wait. Follow up. Wait again.

The average team I spoke with had 2-3 people spending 30-40% of their time on this. One controller told me they'd stopped disputing charges under $500 because the labor cost wasn't worth it. Their vendor count was 47.

That's not an edge case. That's the industry standard.

The tools that exist either solve for AP automation (not contract compliance) or require a 6-month enterprise integration before you see anything useful. Nothing is built specifically for multi-vendor logistics billing at scale.

So I built FinGuard AI - an auditing platform that extracts invoice data across formats, cross-references it against master contracts automatically, and generates dispute letters when it finds a mismatch. The discrepancy queue flags by severity. Payment decisions (auto-pay, block, pending) get logged with reasons.

Still pre-launch. But the problem is clearly real and clearly underserved.

Has anyone here dealt with this in logistics or supply chain finance? Curious whether the $500 dispute threshold thing resonates - or if there are failure modes I haven't mapped yet.

reddit.com
u/timi-tech — 5 days ago