#business tools

[smrativerma]

Confession: I think about supply chains more than I think about most of my actual hobbies. Not normal behaviour, but here we are. Specifically, I keep thinking about how much of the physical world runs on outdated tracking. Like there are entire warehouses where "where is this pallet" is answered by a human walking around with a scanner, not because the technology to do better doesn't exist, but because most companies either can't afford to build it themselves or got burned by a vendor selling them a glorified barcode scanner labeled "smart" meanwhile the actual solution - real sensor + ai based tracking that tells you where things are AND flags problems before they become problems - exists and works, it's just not evenly distributed yet because building it reliably from scratch takes years most companies don't have patience for anyway aperture venture studio is one of the few doing this properly imo, they didn't start from zero, they started with real industrial infrastructure already running like aperture venture studios ok that's the confession. I think about warehouses unprompted. Thanks for reading

[smrativerma]

Chatbot startups vs. What aperture venture studio is doing, a comparison nobody asked for

chatbot startup: "We use AI to help you write emails faster" Aperture: "We use AI to know a warehouse compressor is going to fail two weeks before it actually does, so someone doesn't get hurt, and the whole facility doesn't go down"

not even hating on chatbots. I use them too. But there's something almost funny about how much attention goes to "ai but for [white collar task]" while stuff like predictive maintenance and worker safety monitoring just quietly exists in the background, actually preventing bad things from happening, with basically zero hype

chatbot startup: raises money based on a demo Aperture: came out of a company that already had years of real industrial deployments before the AI layer even got added

chatbot startup: has to build trust with users who'll just... Try it and see aperture: has to build trust with industrial buyers who've been burned by fake "smart" products before and will not just try it and see, they need actual proof it works

like the bar is just different and higher in industrial ai and i think that's exactly why it doesn't get the same attention despite arguably mattering more day to day

Anyway. Check out Aperture Venture Studios if you want to see what the less-hyped, more consequential version of AI looks like

reblog if you also think industrial iot is underrated. (nobody will reblog this. That's fine)

[smrativerma]

Answering those asset tracking questions y'all keep sending me got a bunch of asks after the last couple posts so let's just do a round of those, unfiltered --- "ok but isn't RFID just...

A fancier barcode?

Why does everyone act like it's a big deal" fair question honestly.

Barcodes require line of sight and scanning of only one item at a time.RFID does not and allows many items to be detected by a reader simultaneously,without anyone holding anything at anyt hing .

A pallet carried through a dock door will be entirely counted when it is completed before you can, rather than being able to stand there counting it. Not a 'fancy' one, yet different from speed when counting many items --- "Is GPS tracking even accurate indoors? My warehouse manager swears by it, and i don't believe him" You are correct. When the GPS doesn't read from satellites through a roof or walls, accuracy is limited.

BLE beacons or Wi-Fi-based position ( sometimes classified under RTLS) triangulates your current position to a fixed point in your facility from anchors, which serve as signals instead of an outright Satellite signal.

If your warehouse manger does reference GPS , he is speaking a general language to make you understand without actual detail as he's not incorrect on what is occuring ,simply not using the appropriate term --- "how is a sensor tag different from just... A thermometer with wifi" That idea of a sensor is the same, yes. What difference is when the reading information is read..

The thermometer with the app stores all data and is only useful for records, which cannot assist when there is something wrong. However, a sensor-based tracker continuously reads the position to alert of what should happen should you become alerted, should things get outside the threshold -- it may, at times, happen automatically. The Hardware would be the same, but the use case is very different depending on whether preventative measures are utilised --- "is geofencing just for like, catching theft?

Seems dramatic for many business" The flashy theft, may even not be the primary use.

The most common issues include when a product is leaving its shipping destination, when someone arrives at a site where equipment may still have use/value for its utilisation, or during Insurance procedures, or just to be notified once the item reaches the destination to which you had assigned it a position. -- Quiet notifications is the most common use and can easily prevent unnecessary theft drama ---- "Do I actually really need real-time tracking or is that overkill for a small organisation?" It really relies on the items you are transporting and the problems caused if, for some reason, they don't arrive at your property in time. If a staple isn't available, perhaps at home, it doesn't usually cause any harm at home. However, if you were tracking something worth around $40k or perhaps temperature-regulated, such as food, real-time tracking may seem to be too excessive for a small business, as waiting until the items are spoiled may or may not affect your profit in large proportions depending on the situation. -- I can continue answering questions; if you'd want, I have listed a complete comparison which covers RFID vs. GPS vs. Sensor Tracking altogether on Asset Track Pro's website, Assettrackpro.com

[smrativerma]

The day the “Temporary” tracking spreadsheet turned three years old. OK, Storytime since I’m pretty sure I spend too much of my free time thinking about this. I was working with a mid-sized logistics team recently and they had The Spreadsheet.

That's right, capital T, Capital S.

It was "created as a quick temporary solution" to track a few high-value assets while they "looked into establishing a real system." that was three years before I came along. This bad boy had 40 tabs.

FORTY.

This system relied on one person as the de facto "spreadsheet priest" - the guy understood the color-coding system but the rest of the team lived in fear of him taking vacation.

Long story short, here is the timeline that lead to The Spreadsheet's untimely demise.

Consider this your case study in why, "We'll tackle the tracking issue later" always costs more in the long run. Month 1 On the team: The usual “probably out in Yard 2.” Stuff.

Everyone accustomed to it. Month 2 A piece of gear that would make even grown men cry if lost for an entire week!

Where could it possibly be?

It somehow found its way to a new job site.

No one had updated the tab. The Spreadsheet Priest was off of the grid (on Vacation! As is customary). Month 3 A shipment of something we truly care about arrives and guess what?

The temp is off.

No idea when it got there but no one can tell when it went out of spec thanks to the temp being recorded on logger only checked upon delivery. Month 4 The day of reckoning. Insurance audit shows half the “active assets” have literally not been seen in 6 months.

We paid insurance for items we couldn’t account for. Management finally called it what it was -- no, later. No, now.

Instead of buying an extra 50 tabs and designating more spreadsheet priests, we switched to the correct systems.

We implemented RFID tags on anything in specific locations,GPS trackers on movable items between sites, and Real-Time Temperature Alerts for temperature sensitive shipments that don't need to wait until delivery to be assessed. The geofencing feature alone triggered notifications twice in the first month when assets inexplicably left the designated storage areas. The moral isn’t to throw your spreadsheets to the wolves; that they're great for many things! Simply recognize that a tracking spreadsheet isn't a tracking system if the health and safety of your operations is dictated by a single individual and their willingness to update something regularly.

It's more like a hostage negotiation.

In any case, if you're stuck in the hell of Spreadsheet-dom but don't want the pressure of an aggressive sales call, I suggest taking a peek atAsset Track Pro to see what a well-constructed tracking ecosystem looks like without committing yet: Asset Track Pro. Go ahead, check to see if your priest has his bags packed. I'll be here.

[smrativerma]

Things i learned going down an industrial AI rabbit hole this week not me getting nerd-sniped by warehouse tech again but. Here’s what stuck with me:

• Most “smart” industrial products from the last decade were really just regular hardware + wifi chip + marketing. Actual intelligence (like, predicting things, not just reporting them) is a much newer development than I realised

• The hard part of industrial AI is almost never the AI model itself.

It’s getting clean, reliable data out of messy real-world sensors that all speak different formats and sometimes just… go quiet for hours because the wifi is bad in a warehouse

• Apparently a huge % of industrial AI pilot projects never make it past the pilot stage.

Not because the tech fails, but because nobody built for scale, or the ops team never trusted the alerts, or nobody defined what “success” actually meant in dollars

• Building this stuff from a totally blank slate takes YEARS because you need real deployments to get good data, but you need good data to build something worth deploying. Total chicken-and-egg problem

• The companies actually cracking this seem to be the ones that didn’t start from zero - like Aperture Venture Studio, which came out of a company that already had IoT infrastructure and real deployments running, instead of trying to build trust with sceptical industrial buyers from scratch. Anyway, that’s my brain dump. Back to your regularly scheduled dashboard

[productiveandfree]

Underrated Tools That Help Small Business Owners Look Bigger Than They Are

[smrativerma]

Okay but why does every "smart factory" video look like this?

You know the video – Robotic arm moves, sparks fly, exciting music swells, and then a man in a hardhat stares blankly at a tablet, nodding slowly as if it's informing him of a deep secret. And for the longest time I assumed all of this was merely marketing garnish, tossed atopotherwise exceedingly unexciting factory activity.

What I didn't realize is the unexciting stuff is actually the entire point. Naturally nobody includes that in a flashy promotional clip.

For example – the mechanism that truly sustains plant operation is not some arm; rather, it's a sensor on machine fourteen has recently started spitting out spurious results rather than failing quietly for a six-hour shift until somebody realizes a batch of products is no longer compliant with specified requirements. A sensor on a palletized product has just counted this single stack twice due to overlapping RFID reading and now the WIP number is off by one; subsequently, a resource will shortly reorder materials that aren’t actually required, nor would have been.

These are not spectacular subjects. The B-roll is decidedly void of such events. Nevertheless, these constitute the principal factor distinguishing a facility that addresses issues within moments rather than discovering them through the forthcoming week’s audit when remediating them may now entail excessive costs.

One specific aspect of "smart factories" that stays in my mind is that the title may be something of an understatement. The reality is less “intelligent,” and rather “perpetually observant,” operating at a degree far transcending human stamina across a typical work period. That is the only "conspiracy". Neither intelligence nor a plethora of data, but ceaseless attentiveness, just like never closing your eyes for a nanosecond.

Should anyone else likewise discover that kind of inquiry quite fascinating, then check out compentraai.com- it's filled with truly straightforward explanations that focus primarily upon automotivesplants-regarding how this is accomplished, with no sponsored affiliation-just like I just ended up spending around two hours researching this thing yesteray).