Real-time #OEE and #MES for #Industry40 factories. Daily insights on Telegram: https://xitter.cf/t.co/mI1c6lmkjY!
Paris, Chicago, Shenzhen
Joined December 2015
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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.
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:
linkedin.com/pulse/american-…
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 -> teeptrak.com
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 -> partners.teeptrak.com
Most OEE and machine-data projects hit OPC UA at some point, and most engineers learn it from scattered PDFs and trial and error.
opcuaconnect.com is free: 127 status codes with real fixes, 150 lessons, no email wall on the written content.
#OPCUA #Industry40 #OEE
We post daily, no-BS OEE and downtime breakdowns on Telegram, now open for comments. Join: t.me/Factory_Performance_Lab…
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.
teeptrak.com
Today, our CEO @francois12may joined the IIoT World Industrial AI Summit panel — "From AI pilots to profit" — with @SchneiderElec and @twin_thread.
Thanks to everyone who tuned in.
teeptrak.com
#IIoT #Industry40 #OEE
€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.
teeptrak.com/case-studies
#OEE #Industry40
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.
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 → teeptrak.com
Most industrial AI pilots die in the same place: they never touch the P&L.
Sept 9, founder @francois12may joins @SchneiderElec, @andrew_waycott (@Twin_Thread) and @Kevin_ODonovan (@IIoT_World) to talk about the data problem underneath.
Free, online → iiotday.com
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
