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About Us

Tridiagonal AI, Digital Transformation in Process Manufacturing is a premier Industry 4.0 consultant specializing in Manufacturing Excellence and Digital Transformation. We are an end-to-end execution partner for Chemical 4.0 programs, offering expertise in IT-OT integration, advanced data analytics, energy optimization, and Generative AI. Our capabilities span Digital Transformation Consulting, Process Data Analytics, Process Optimization, and more. From strategy to implementation and ongoing support, we ensure the success of your digital initiatives. Partner with us to unlock the full potential of your digital investments and drive transformative change in your operations.

How It Works?

EmitOps combines the reasoning power of Agentic AI and the adaptive learning of Generative AI to transform emissions management across industrial operations.

Step 1

Smart Emissions Contextualization
Step 2

Real-Time Deviation Detection
Step 3

Scenario Simulation & Impact Forecasting
Step 4

Prescriptive Action Recommendations
Step 5

Smart Compliance Reporting

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Smart Emissions Contextualization

Contextual Knowledge Graphs: Agentic AI builds dynamic emissions knowledge through various assets, processes, and emissions pathways in real time.

Automated Source Identification: AI pinpoints emission-critical assets and operational hotspots without manual intervention.

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Real-Time Deviation Detection

Continuous Monitoring: Agentic AI agents analyze live process data to detect anomalies instantly.

Early Warning Alerts: AI proactively flags emission threshold breaches before regulatory limits are crossed.

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Scenario Simulation & Impact Forecasting

What-If Simulations: Generative AI models predict outcomes of operational and decarbonization scenarios.

Impact-Feasibility Analysis: Agentic AI ranks actions by carbon impact, cost, and operational feasibility.

Prescriptive Action Recommendations

Optimized Corrective Actions: AI prescribes parameter adjustments, rerouting strategies, or maintenance tasks dynamically.

Risk-Aware Decision Support: Agentic AI evaluates risk, compliance impact, and operational trade-offs in every recommendation.

Smart Compliance Reporting

Audit-Ready Reports: Agentic AI structures compliance and sustainability reports automatically for faster submissions.

Continuous Regulation Alignment: AI adapts reports dynamically to changing environmental standards and thresholds.

Chemicals

Oil & Energy

Life Sciences & Pharmaceuticals

Metals & Mining

Automotive

Industrial Manufacturing

EmitOps Features

EmitOps empowers your business with a suite of advaced features designed to streamline operations and drive growth.

Dynamic Emissions Mapping

Agentic AI contextualizes assets, processes, and emission pathways, creating a living emissions graph for real-time visibility and traceable intelligence.

Continuous Monitoring

Agentic AI agents continuously analyze process and asset data, identifying emissions hotspots and anomalies before they escalate into compliance risks.

Early Warning Systems

Agentic AI detects threshold breaches and inefficiencies early, enabling proactive interventions to minimize emissions and maintain operational excellence.

Scenario Simulation

Agentic AI simulates operational and decarbonization scenarios, forecasting carbon impacts and optimizing sustainability strategies based on real-world plant constraints.

Prescriptive Recommendations

EmitOps delivers Agentic AI-driven corrective actions, optimizing operational parameters and reducing fugitive emissions intelligently and explainably.

Predictive Maintenance for Emissions Control

Agentic AI predicts equipment failures linked to emissions, recommending maintenance to prevent leaks and energy inefficiencies proactively.

Intelligent Compliance Reporting

Agentic AI structures compliance and sustainability reports automatically, ensuring transparency.

Explainability and Transparent Decision Pathways

Every model action, recommendation, or update is transparently explainable through dynamic knowledge graphs.

Intuitive Applications in industry operations

secure is the data accessed and stored through the application-1

the application support integration with existing CMMS or ERP systems

How easy is it to train maintenance teams to use the application-2

What kind of realtime alerts and notifications does the application provide-May-27-2025-06-21-26-9672-AM

maintenance tasks be updated directly from the application-1

Faster deviations Detection and Response

40–50%
faster detection

Smarter, Data-Driven Sustainability Decisions

40%
Reduction

Prescriptive and Risk-Aware Recommendations

35%
Improving decision

Prescriptive and Risk-Aware Recommendations

35%
Improving decision

Smart Compliance Reporting

50–70%
Faster

Dynamic Adaptation to Evolving Regulations

90–100%
Faster

Energy Efficiency and Cost Optimization

8–15%
Energy savings

Work Order Completion Rate

10%
Improvement

Frequently Asked Questions

How does EmitOps differentiate between routine emissions and anomalous events across complex process units?

EmitOps uses agentic AI and baseline modeling to distinguish between normal process variations and anomalies, flagging only true emissions deviations based on multi-sensor correlation and historical operating envelopes.

Can EmitOps be deployed in brownfield plants with limited digital instrumentation?

Yes, EmitOps can operate in hybrid mode, combining partial sensor data with engineering judgment rules and maintenance logs to generate insights, making it suitable for both digital and semi-digital sites.

How does EmitOps handle evolving regulatory compliance standards across regions?

Compliance agents are configurable to different geographies and dynamically update alert thresholds or emission thresholds based on changes in local, national, or global environmental policies.

Is EmitOps capable of integrating third-party ESG or sustainability dashboards?

Yes, EmitOps supports API-level integration with sustainability reporting tools, ESG dashboards, and ERP platforms for seamless visibility into environmental KPIs across organizations.

How does EmitOps validate accuracy of predicted emissions without full-stack instrumentation?

It triangulates data from available sensors, historical benchmarks, maintenance logs, and inferred emissions profiles to estimate and validate output with uncertainty scores.

Can EmitOps recommend operational setpoint changes to reduce emissions?

Yes, it provides prescriptive guidance on control parameter adjustments using AI trained on past emission patterns and engineering constraints.

How frequently are emissions KPIs refreshed during real-time operation?

KPIs can be refreshed every 1–5 minutes, depending on sensor refresh rate and backend processing configuration, offering near real-time monitoring and alerting.

Can the system simulate emissions impact of process upsets or shutdowns?

Yes, it offers what-if simulation agents that model emissions outcomes for planned or unplanned events based on historical and physics-based data.

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Transforming Industrial Emissions Monitoring, Optimization, and Compliance with Intelligent Agents

About Us

How It Works?

Industries we are transforming with Gen-AI, based on Tridiagonal OpsEdge

Technology Behind the Transformation