We were at #BRICS2026 in Xiamen this week. The conversation is finally catching up to the challenge.
Weak foundation, scarce high-quality industrial data......
This isn't a niche problem. It's the bottleneck for every #AI initiative in #energy and process industries.
Bad industrial AI isn't a model problem.
It's a data problem disguised as one.
Completeness. Timestamp accuracy. Semantic consistency.
Not the algorithm. The data beneath.
Get any one wrong — the model fails.
#contextualization#semantics#IIoT#MLOps#engineering#industrialai
You can spend billions on a refinery, not knowing which drawing revision you are building from.
Document governance isn't an IT problem. It's a project controls problem.
How a mega-project fixed it from day one: [https://t.co/WnYe2J4Jug]
#refinery#documentcontrol#engineering
As US-China dialogues explore collaboration, DMS empowers global asset-intensive industries to manage, track, and optimize their assets efficiently, helping companies navigate global supply chains with confidence.
#GlobalUpdate#digitalsecure#Tech#DMS#AssetWise#Industrials
Green energy projects are scaling. But their data practices aren’t.
Multiple systems
No unified data model
Broken handovers
That gap will define performance over the next 30 years.
More ↓
https://t.co/PdYmHVWzAl
#EnergyTransition#EPC#DigitalInfrastructure#GreenEnergy
Going moving "beyond Copilot."
We've been saying the same thing — but for industrial operations.
Co-pilots answer. Agents act. In a industrial plant, that isn't academic. It's operational.👇
https://t.co/xwiHHowXpG
#IndustrialAI#AgenticAI#OilAndGas#aipower#futuretalk
General-purpose LLMs don't know what a P&ID is. They've never seen a piping isometric. They can't tell you why Pump-101 is about to fail. Industrial AI needs industrial data. That's not a limitation — that's the whole point.
#LargeIndustryModel#CERAWeek#DataOps#knowledge
The Strait of Hormuz reopens.
Here's what the crisis revealed: operators who had real-time visibility into their assets navigated this better than those who didn't.
Geopolitics moves fast. Your asset data needs to move faster.
#OilAndGas#الصناعات_البتروليه#energysky#MENA
What better way to return than with our #ADIPEC2025 highlight reel? 🎬
Thrilled to showcase real-world AI solutions that boost efficiency and build truly connected industries.
Excited to keep the momentum going. Until next time! 🚀
#IndustrialTech#DMS#intelligence#oilandgas