TCG Digital
and Linde
Improving EBIT for your process plants with AI powered optimization and automation solutions
Webinar
Optimizing Processes & Reducing OPEX
with AI-Plant Control
Witness how AOPS™ AIPC by Linde, powered by mcube™, is building autonomous, self-optimizing plants with adaptive, real-time intelligence—driving higher reliability, yield, and efficiency.
Nov 18, 2025 | 10:00–10:45 AM CST
- Plant-wide outcomes!
Top Process Plant Challenges - Straight from the Front Lines
Site Manager
How can I improve EBIT for my
production site?
Process Engineer
How to maximize product yields and plant efficiency?
Planning Manager
How should I run production with changing product demand and prices?
Maintenance Manager
Operations Manager
APC Engineer
I want to create sustainable advanced automation & optimization for my plant
From complex questions to measurable outcome for your assets
We engineer outcomes – combining decades of process expertise, closed-loop automation, and AI – driven intelligence to deliver tangible impact across your assets
Execution at Scale
Large Semiconductor Fab in US
Optimizing ultra-high purity electronic gases production through Automatic plant start-up, automatic load changes, and yield optimization
Major steel-works in Germany
Optimizing Oxygen supply and Argon production for constant major demand changes using self-learning AI Plant Control
Ethylene Cracker in US
The key to maximize your asset performance
APPLICATION SUITE
DIGITAL & PROCESS MASTERY
UNIFIED PLATFORM
Real-time Analytics
Real-time Optimization
Advanced Automation
- Robust complex close-loop control
- AI Plant Control & Procedural Automation
- 300+ installations over 30+ years
- Standard DCS integration
- Integration kits for 3rd party APC and SPO
- AI powered analytics & optimization
- Process Digital Twins & Optimizers
- Enterprise ready & scalable
- Highest IT security standards
- Cloud agnostic
Smarter Plant Operations at Scale
AI Plant Control
Self-learning and self-optimizing Advanced Process Control
Reliability AI Agent
Identify reasons for process upsets and suggest remedial actions using LLMs
Real Time Optimizer
Determining the optimal operation mode using AI based Process Digital Twins
Furnace Coil Monitor
Use thermal cameras to monitor coil temperature profiles
Digital Twin/Remote Monitoring
Continuously benchmarking actual asset operations with Process Digital Twins
Plant Finance Cockpit
Get a unified view of your material flow, energy usage, and production in real-time
Automatic Sequence Transition
Intelligent Advanced Procedural Automation
What sets us apart
