TCG Digital and Linde
Improving EBIT for your process plants with AI powered optimization
and automation solutions
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
How can I reduce maintenance cost and improve plant reliability?

OPERATIONS MANAGER
How can I cope with progressively losing experienced operators?

APC ENGINEER
I want to create sustainable advanced automation & optimization for my plants
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

CASE STUDIES
Execution at Scale:

Summary
Large Semiconductor Fab in US


Summary
Major steel-works in Germany


Summary
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 - Enabled by Our Custom-Tailored Real-Time Application Suite

AI Plant
Control

Automatic Sequence Transition
Intelligent Advanced Procedural Automation

Real Time
Optimizer
Determining the optimal operation mode using AI based Process Digital Twins

Digital Twin/Remote Monitoring

Reliability AI Agent
Identify reasons for process upsets and suggest remedial actions using LLMs

Furnace Coil Monitor
Use thermal cameras to monitor coil temperature profiles

Plant Finance Cockpit
Get a unified view of your material flow, energy usage, and production in real-time