Interested to hear if anyone has insights about this
Interested to hear if anyone has insights about this
The market is extremely competitive. We are one of the biggest in the business, and we only capture small percent (I heard 3% before) of market share.
We build event driven systems primarily glued together with Kafka. There are thousands of deployed products.
Our company does have plenty of marketing material of course: https://www.chrobinson.com/en-us/about-us/technology/robinso...
I could ask some of the data science folks I know in the org if they have blogs, I’d be curious about that as well.
We have a blog that slowed down during covid (we’ve been very busy), but here’s one post about a serialization library we open-sourced: https://engineering.chrobinson.com/technology/inside-chr-avr...
Maersk are entering into block-chain "distributed ledger technology" with IBM and similar modern solutions. But one article put $300 of every $2,000 of shipping costs for administration and paperwork[0].
I think you're right, there is a massive advantage to be had, and companies are chasing that advantage. But from my (tangential logistics) background, even the biggest shipping companies have the usual range of legacy systems, heavy administration overhead, plenty of paperwork, excel-based-tools and huge integration headaches.
0 - https://www.supplychaindigital.com/technology-4/maersk-and-i...
Damn that's a lot. I understand this is a capital intensive industry so I guess it's hard/impossible to get in now but it seems like if someone started a competitor from scratch and had great software as the foundation of their company, they'd make a killing
https://transportgeography.org/contents/chapter5/air-transpo...
It is a lot more obvious in other fields -- medicine and highly regulated/litigious professions.
If your paperwork is mostly driven by other actors tech probably won’t help all that much. Tech has not made significant inroads in disrupting American health insurance, for example.
The government doesn't seem to consider the huge hidden cost to the businesses in the country this represents, and the businesses haven't been stellar at highlighting it, which I guess is because they mostly just push that cost onto the consumers.
- Every country has different customs regulations, so paperwork is not really that reusable across ports.
- Customs is a huge source of fraud. In poorly managed countries it is one of the prime vectors for bribery and corruption. So destination ports have to verify everything even if they do receive the paperwork, because there’s no trust.
Generally speaking if you want to cut customs red tape your options are some kind of free trade deal (which is not necessarily popular and never covers all types of goods), or banding together with a bunch of different countries to submit to one supranational entity like the EU. In fact we have a live example of how complicated customs arrangements can be; look at how trade from UK to EU has been disrupted by Brexit and the introduction of customs.
It's also not just customs, there are a ton of ancillary processes related to berthing - things like harbor fees, environmental documentation etc.
I know of at least one case where, as recently as ~2015, a shipping company had to keep around old machines with IE8 because that was the only way to interact with authorities at a given port.
"logistics"
"from scratch"
it does not compile, I guess it's just like those ERP Systems - you don't need shitton of domain knowledge, because you need fuckton of domain knowledge and during development you'll learn even more and have to refactor a lot of stuff frequently for edge cases.
This is obviously something that affects how competitive you can be. As an example, our software allowed a customer to go from 5-6 hours of work in their previous application, to less than 10 minutes in ours for a typical workload.
However, a big remaining issue is that there's a lot of local laws and procedures around which are not exposed in a computer-friendly way. If they are computerized they're often old systems with serious limitations.
For example, import declarations in Denmark is limited to only 99 goods items, so consolidation of goods items is almost required, especially in e-commerce settings, which again makes it more difficult if things are re-exported (customer didn't want that jacket say).
This can't be fixed on the commercial side, it requires work by the government agencies.
http://traffic.libsyn.com/omegataupodcast/omegatau-146-conta...
Also: a plug for Omega Tau, one of my favorite podcasts. https://omegataupodcast.net
Edited to add: go to the Archive page and scroll down. About half the episodes are in English and half in German.
Three I picked out were:
- Existing infrastructure matters (e.g. SuezMax)
- Standards matter (container size and handling needed to be standardized)
- Process matters (e.g. containers needed changes to the way loading and unloading was done, and hence changes to labor agreements, at major ports)
[1] https://www.cnet.com/news/three-lessons-from-the-shipping-co...