Tridiagonal.ai Showcases “AI PlantOps” – The Domain-AI Operating System for Industry – at Cognite’s Impact 2025

Houston, TX (USA)  — 13-10-2025

Tridiagonal.ai, a global leader in domain-driven industrial AI and process optimization, today announced its participation at Impact 2025, hosted by Cognite, the global leader in Industrial AI. Tridiagonal.ai will showcase its flagship solution, AI PlantOps — the domain-AI operating system for industry, built on the Cognite Industrial AI and Data Platform, which includes Cognite Atlas AI™ and Cognite Data Fusion®.

AI PlantOps represents a major step forward in industrial digital transformation, enabling process plants to move from siloed optimizations to Total Plant Intelligence. By combining Cognite’s contextualized AI-ready industrial data foundation with Tridiagonal.ai’s process expertise, multi-agent AI architecture, and physics-based reasoning, AI PlantOps unifies all plant data, models, and decisions into one interconnected intelligence layer.

“Our collaboration with Cognite is about making industrial AI operationally trusted and scalable,”said Sanjeev Mullick, VP of Customer Value- North America, Tridiagonal.ai.

“AI PlantOps leverages Cognite Data Fusion for contextual data integration and Cognite Atlas AI for orchestration and reasoning

allowing process industries to transform prediction into prescriptive, validated action.”

Built on the Cognite AI and Data Platform, AI PlantOps seamlessly integrates data from historians, control systems, and enterprise platforms, enabling contextual understanding across operations, maintenance, energy, and sustainability workflows. 

Using Cognite Atlas AI, PlantOps orchestrates machine learning models, symbolic AI, and control-twin validation, ensuring that every recommendation is explainable, physically feasible, and trusted by operators. 

At Impact 2025, Tridiagonal.ai will demonstrate how AI PlantOps is delivering real-world outcomes — including enterprise-wide energy optimization, predictive maintenance, emissions intelligence aligned with ESG and sustainability goals. 

“Tridiagonal.ai exemplifies the power of a true open ecosystem, where domain expertise is rapidly accelerated by AI-ready intelligent data,”said Trygve Rønningen, Head of Global Revenue and Partner Enablement at Cognite.”

“With Cognite's reliable AI and data foundation, partners like Tridiagonal.ai layer their critical domain expertise on top to operationalize AI at scale and deliver new value across heavy industry.”

This collaboration represents the convergence of data contextualization, domain knowledge, and cognitive AI, empowering industrial enterprises to achieve safer, more efficient, and sustainable operations. Explore Partner solutions here Cognite 

About Tridiagonal.ai 

Tridiagonal.ai is a global leader in domain-driven AI and industrial optimization, enabling process industries to operate with interconnected, physics-augmented intelligence. Its flagship platform, AI PlantOps, delivers plant-wide optimization through unified data, AI, and control integration — built on Cognite Data Fusion and Atlas AI. Tridiagonal.ai serves global leaders in refining, oil & gas, cement, steel, aluminium, chemicals, and life sciences, driving operational excellence, reliability, and sustainability.

Tridiagonal.ai Media Contact 

Sneha B. 

Global Marketing Manager of Public Relations, Tridiagonal.ai 

Email: sneha.bagul@tridiagonal.ai 

About Cognite 

Cognite makes Generative AI work for industry. Leading energy, manufacturing, and power & renewables enterprises choose Cognite to deliver secure, trustworthy, and real-time data to transform their asset-heavy operations to be safer, more sustainable, and profitable. Cognite provides a user-friendly, secure, and scalable industrial data & AI platform that makes it easy for all decision-makers, from the field to remote operations centers, to access and understand complex industrial data, collaborate in real-time, and build a better tomorrow. 

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