Full argument with the data behind it - Federal Reserve and BLS numbers, MIT on AI returns, and the OPC Foundation converting 430+ companion specs into AI-ready assets:
https://t.co/2E7NZMxPIB
M14_SPD_ACT.
That's the data we're asking AI to analyze. It doesn't say which asset it's from, what unit it's in, or whether the machine was even running.
95% of enterprise GenAI pilots return nothing. In manufacturing it's rarely the model.
Live from @IMTS2026 in Chicago
This week: talking @OPCUA Cloud & Field Initiatives with @OPCFoundation , and putting perftrak real-time OEE dashboards in front of anyone who stops by.
Still on the floor , come find us.
#IMTS2026#OEE
Your machines already speak OPC UA. So why is OEE still on a whiteboard?
We're at IMTS this week on the @OPCFoundation booth (#236349). 450+ factories, 30+ countries, +29 OEE points average gain.
Bring your machine list -> https://t.co/otZ5qoRcZ8
We pay recurring commissions for as long as your client's system runs: 7% on the first site, 4% after, over 36 months. Zero upfront cost to join. 50+ partners, 30 countries, already doing this with OEE software. Bring TeepTrak to your market -> https://t.co/lJWqnpND8g
Most OEE and machine-data projects hit OPC UA at some point, and most engineers learn it from scattered PDFs and trial and error.
https://t.co/knxERZa9ri is free: 127 status codes with real fixes, 150 lessons, no email wall on the written content.
#OPCUA#Industry40#OEE
Your best operator retires in 3 months. Everything they know about why that machine really stops walks out the door with them.
Real-time OEE does not care how long someone has been on the line. It just needs to be running.
https://t.co/otZ5qoRcZ8
€230,000/year — lost by a Tier-1 automotive supplier to stop-causes nobody could see.
12 lines, 3 plants, real-time visibility → +12 OEE points, payback in 6 weeks.
Nothing exotic. Just visibility into what was already happening.
https://t.co/QihCA6s9PR
#OEE#Industry40
We're talking through exactly this on Sept 9 at the IIoT World Industrial AI Summit — TEEPTRAK's Francois Coulloudon on stage with @SchneiderElec , @twin_thread and @IIoT_World.
See how the math works for your plant → https://t.co/otZ5qoRcZ8
Most plants aren't losing money on one big problem. They're losing it in a hundred small, invisible ones — micro-stops nobody logs because they're "30 seconds, not worth reporting."
A thread on the OEE math nobody wants to do 🧵 #IIoT#Industry40#OEE
450+ manufacturers in 30+ countries are already closing that gap — not with an 18-month MES rollout, but plug-and-play IIoT sensors that log every stop automatically. No operator input needed.
Real-time OEE, not end-of-shift guesswork.
Your shift supervisor submits the daily OEE report 45 minutes late—again. You still don't know why Line 3 lost 2 hours yesterday. Does this delay cost you visibility into real problems? Reply below 👇 #SmartManufacturing#OEE
Your shift supervisor just texted: "Line 3 down again—no idea why." You find out 2 hours later. How much margin just walked out the door while you waited for visibility? Reply below 👇 #SmartManufacturing#OEE
Your plant's real OEE is probably 58%. Ours average 73% after 90 days—that's €180K/year recovered per line. Jemba spots production drift 48 hours before scrap. DM "OEE" for your free benchmark against 450+ global factories. #ManufacturingUSA#IIoT