Cognite and NVIDIA Revolutionize Industrial Insight with NV-Tesseract

[Erkan Teskancan]

## Cognite and NVIDIA Revolutionize Industrial Forecasting with NV-Tesseract

Cognite and NVIDIA are enhancing operational efficiency and forecast accuracy in industrial prediction processes by integrating the NV-Tesseract model family within the Cognite AI and Data Platform.

SAN JOSE, California, March 16, 2026 — Cognite, a leader in industrial AI, announced the integration of NVIDIA’s NV-Tesseract time-series AI models into its platform. This collaboration leverages Cognite’s context-rich Industrial Knowledge Graph to deliver unprecedented forecasting accuracy in complex production processes.

### Significance of the Integration
Achieving the full potential of industrial AI isn't just about powerful models; it requires data to be in a unified structure that understands the physical world. The combination of the Industrial Knowledge Graph within Cognite Data Fusion and NVIDIA's NV-Tesseract models addresses this need, empowering data-driven decision-making.

Furthermore, with Cognite Atlas AI, a low-code industrial agent workbench, and other no-code analytics tools, model outputs can be visualized and directly translated into action in daily operations.

### Celanese Example
Celanese, a global chemical and specialty materials company, has implemented this advanced forecasting solution at its Clear Lake facility in Texas. Together with Cognite, a significant improvement opportunity was identified in forecasting reaction water levels, a critical metric in production units. The company states that operators frequently observed "bias jumps" in existing manual sampling-based forecasting models, indicating a need for a model that more accurately predicts real-time conditions.

Thanks to the NVIDIA NV-Tesseract model, based on historical time-series data, Celanese aims to eliminate inconsistencies.

### Executive Insights
Chirayu Shah, Director of Product at Cognite, stated, "With this integration, we have established an intelligent system that anticipates operational status rather than reactively monitoring it." Marc Spieler, Global Director of Energy Sector at NVIDIA, added, "Advanced forecasts require high-precision data, and Cognite's Industrial Knowledge Graph enables our models to deliver real value."

### Technical Specifications

• NVIDIA NV-Tesseract time-series AI model
• Cognite Industrial Knowledge Graph integration
• NVIDIA NIM microservice packaging
• Cognite Atlas AI low-code industrial agent tool
• Real-time, context-driven data analysis
• No-code collaboration and data visualization tools

Cognite will also showcase the NV-Tesseract NIM integration at the NVIDIA GTC event taking place this week in San Jose, California.

### About Cognite
Cognite provides secure, real-time data in the energy, manufacturing, and renewable energy sectors, enabling the transformation of heavy industrial operations to be safer, more sustainable, and more profitable. Its user-friendly and scalable platform facilitates understanding and collaboration on complex data for decision-makers at various levels.