Unlock the full potential of your process data.
Together, Tridiagonal.ai’s Industrial AI expertise and Cognite’s Industrial DataOps platform enable smarter, faster, and more explainable decisions across operations, maintenance, and quality in process-heavy industries.
What you’ll see (Live Demos)
Vertical AI – PlantOps is the framework integrated with Cognite Data Fusion (CDF), designed specifically for process industries. It creates a fusion of data, knowledge, and intelligence to enable interconnected, traceable, and composable decision-making across operations, planning, and sustainability.
Refining & Petrochemicals
- Hydrogen network optimization (constraints, economics, energy, emissions)
- Conversion-unit coordination (FCC/HCU planning → operations loop)
- Emissions Monitoring, Reporting, Verification (MRV) with actionable insights
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Furnace Run Length Optimization
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Steam Methane Reforming (SMR) Performance Optimization
Metals, Mining, Cement, Food & Beverage
- Kiln/furnace optimization and APC assistance
- Golden batch analysis
- SIP (Sterilization-in-Place) & CIP (Clean-In-Place) Optimization
- Fuel consumption optimzation for distillery with surge in demand
Life Sciences / Pharma
- Pharmaceutical Overall Equipment Effectiveness (OEE)
- Golden batch analysis
Micro - Agents
Chat P&ID, FLOC Validator Agent, Task List Agent, SAP Agent, Maintenance SOP Agent
Schedule a Meeting
Why Tridiagonal.ai?
- Domain-driven industrial AI at scale
- End-to-end digital transformation in multiple process industries
- Expertise across process engineering, modeling & simulation, data ops, and AI/ML
- Advanced agentic AI solutions for workflow automation
- Global presence and delivery capabilities
Joint Value Proposition
The partnership with Cognite offers the ability to define, build, and implement high-value use cases, from blueprinting and ROI mapping to advanced analytics and Agentic AI solutions.
1) Data Strategy & Data Ops
What we do: Develop enterprise level data strategies to leverage data fabric platforms for DataOps, ML models, and agentic AI applications.
What you get: Clean process-aware contextual data and knowledge graphs for intelligent insights and operational excellence.
2) Atlas AI Agents & Apps
What we do: Develop multi-agent systems utilizing knowledge graphs to automate workflows, propose prescriptive actions with first-principles safeguards, with actionable insights for enhanced decision support.
What we get: Enhanced productivity, efficiency, accuracy and timeliness of decision making.
3) Vertical AI
What we do:
- Build enterprise-grade, vertical-specific AI solutions
- Create a fusion of Data, Knowledge and Intelligence into a unified interconnected Layer
- Scale AI powered Intelligent fabric across sites, plants, units and assets
What you get:
- AI that understands the context and has built-in process intelligence
- Faster deployment at scale using multi-site rollouts playbooks and prebuilt use case frameworks
- A competitive edge through the use of modular and industry specific AI applications
4) Sustained Value & Continuous Transformation
What we do:
- Embed ValueOps frameworks for ROI tracking and continuous improvement
- Provide structured sustenance services including monitoring, finetuning and governance
- Align business, operations, and digital teams for change management & capability building for AI adoption
What you get:
- Clear visibility on ROI and business impact
- Long-term sustainability of digital investments
- Transformation that evolves with your strategy, ensuring future-proof competitiveness