Tridiagonal AI Events

Building the Industrial Nervous System: AI PlantOps for the Aluminium Value Chain. Fusion of Intelligence. Orchestration of Value.

Written by Digital Transformation in Process Manufacturing | Oct 3, 2025 5:56:22 AM

Aluminum operations are becoming increasingly complex with rising energy costs, tighter sustainability goals, and the constant pressure to improve productivity and quality. Most plants today are still burdened with siloed systems, reactive decision-making, and disconnected optimization tools. Enter AI PlantOps the world’s first vertical AI framework designed specifically for heavy-process industries like aluminum. By combining symbolic AI, machine learning, and domain intelligence, AI PlantOps unlocks real-time operational visibility, predictive maintenance, energy optimization, and strategic decision support across mining, refining, smelting, casting, and utilities. 

 

Join us for this deep-dive webinar to explore how your aluminum operations can become smarter, safer, and more sustainable today.

 

Agenda

 

1. Industry Challenges & Trends

• Navigating variability, downtime, and energy inefficiencies

• Evolving expectations in digital transformation

• Limitations of traditional tools

 

2. AI PlantOps: Intelligence from Mining to Utilities

• What is AI PlantOps? How it works

• Use cases across the aluminum value chain

• Enabling traceable, contextual, and agentic decision-making

 

3. Real-World Case Studies

• AlF₃ Feed Strategy Optimization

• Pitch Demand & Anode Density Prediction

 

4. What’s Next: The Future of Autonomous Aluminum Operations

• Conversational interfaces for plant engineers

• Continuous model monitoring and lifecycle automation

• Scaling PlantOps across enterprise sites