How It Works?
How Generative AI Enhances Maintenance Processes with Look out of operation
-
Step 1Inspection Round
-
Step 2Maintenance Work Orders
-
Step 3PLanning & Scheduling
-
Step 4Maintenance Execution
-
Step 5Maintenance Dashboard / Report
.gif?width=800&height=530&name=2990_Tridiagonal-Solutions_giff1_Aug24-2%20(1).gif)
Inspection Rounds
BOOST EFFICIENCY AND SAFETY
Generative AI revolutionizes inspection rounds by automating scheduling, creating smart checklists, and ensuring accurate work orders.
- Smart Scheduling: AI optimizes inspection timing using historical data.
- Focused Checklists: AI targets high-risk areas, enhancing inspection effectiveness.
- Accurate Reporting: Automated reports improve compliance and reduce errors.
- Data-Driven Insights: AI logs and analyzes data, suggesting corrective actions.

Work Orders
ENSURE TIMELY AND RELEVANT TASK EXECUTION
Leverage generative AI to automatically create, prioritize, and assign maintenance work orders with greater precision and efficiency
- AI-Prioritized Tasks: Automatically ranks work orders by urgency, risk, and asset criticality.
- Auto-Assignment: Assigns tasks to the most suitable technicians based on expertise and availability.
- Dynamic Workflows: Updates work orders in real time based on inspection findings and new data.
- Reduced Downtime: Proactive work order generation reduces unplanned outages and improves asset uptime.

Planning & Scheduling
OPTIMIZE RESOURCE UTILIZATION AND TIMELINES
AI enhances maintenance planning by analyzing historical trends, workload, and operational constraints to optimize schedules and resource allocation.
- Predictive Scheduling: Plans tasks based on predicted failures and workload balancing.
- Resource Optimization: Allocates labor, tools, and materials efficiently across maintenance tasks.
- What-If Simulations: AI runs scenarios to assess the impact of various scheduling strategies.
- Calendar Integration: Seamlessly syncs with enterprise calendars and asset availability.

Maintenance Execution
EMPOWER TEAMS WITH CONTEXTUAL INTELLIGENCE
Enhance field execution with AI-driven support, real-time insights, and smart documentation.
- Digital Assistant Support: Field teams get real-time AI guidance and decision support.
- AR/VR Integration: Visual work instructions delivered through smart devices and wearables.
- Voice-to-Text Logging: Automated transcription and tagging of work notes and feedback.
- Closed-Loop Feedback: AI captures execution results to refine future planning and checklists.

Maintenance Dashboard & Reports
DRIVE INSIGHTS, COMPLIANCE, AND CONTINUOUS IMPROVEMENT
Get a comprehensive view of maintenance performance, costs, and compliance through AI-curated dashboards and insights.
- Real-Time KPIs: Monitor asset health, MTTR, compliance scores, and more.
- Root Cause Analytics: Drill down into failure patterns and causes using AI.
- Automated Compliance Reporting: Streamlined reports for audits, regulations, and governance.
- Continuous Improvement: Recommends process optimizations based on historical trends and outcomes.
Industries we are transforming with Gen-AI, based on Tridiagonal OpsEdge

%20%26%20Reservoir%20Characterization.png?width=60&height=60&name=Enhanced%20Oil%20Recovery%20(EOR)%20%26%20Reservoir%20Characterization.png)


.png?width=60&height=60&name=Automotive%20(2).png)
.png?width=60&height=60&name=Automotive%20(2).png)

Technology Behind the Transformation

Amazon Neptune


Tridiagonal Opsedge Features
Tridiagonal OpsEdge empowers your business with a suite of advaced features designed to streamline operations and drive growth.
Intuitive Applications
01Provides maintenance teams with user-friendly interface for real-time access to dashboards, work orders, and inventory, streamlining tasks and decision-making on to go.
Is the dashboard customizable to fit specific maintenance needs?
02Absolutely. The dashboard is fully customizable, enabling users to tailor views, widgets, and KPIs based on role-specific maintenance priorities and workflows.
How secure is the data accessed and stored through the application?
03Data security is a top priority. The application uses end-to-end encryption, multi-factor authentication, and complies with industry standards like ISO 27001 and GDPR to ensure data is accessed and stored securely.
Does the application support integration with existing CMMS or ERP systems?
04Yes, the application offers seamless integration with leading CMMS and ERP systems through APIs, webhooks, and custom connectors to ensure data consistency across platforms.
How easy is it to train maintenance teams to use the application?
05The application is designed with user-friendliness in mind. It includes interactive tutorials, in-app guidance, and comprehensive documentation, making it easy for maintenance teams to get up to speed quickly.
What kind of real-time alerts and notifications does the application provide?
06Users receive real-time alerts for work order updates, critical equipment failures, inventory thresholds, and compliance deadlines. Notifications can be customized based on role and urgency.
Can maintenance tasks be updated directly from the application?
07Yes, users can update task statuses, add comments, attach images, and log work completion directly within the application from any device.







About Practice
Tridiagonal AI Pvt. Ltd. (TSPL), 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.

Key benefits of leveraging Gen AI
Estimated Time Required (Days)
Reduction
Inventory Cost ($)
Reduction
Typical Downtime (Hrs)
Reduction
Total Cost Of Ownership (TCO)
Reduction
Cost Of Downtime
Increase
Planned Vs. Unplanned Maintenance Ratio
Reduction
Energy Consumption
Reduction
Work Order Completion Rate
Improvement
Frequently Asked Questions
Find answers to frequently asked questions about our product features, capabilities, and how they can enhance your maintenance operations and equipment management.
By providing real-time access to work orders, inventory data, and predictive insights, the application enables quicker decision-making and more efficient task execution, significantly reducing maintenance downtime.
Yes, the application supports offline mode, allowing users to continue their tasks without interruption. Once reconnected, all data is automatically synced to ensure accuracy and continuity.
Absolutely. The dashboard is fully customizable, allowing teams to prioritize metrics, tasks, and KPIs relevant to their specific workflows and equipment.
The application uses advanced encryption protocols and complies with industry standards to ensure secure data transmission, access control, and storage.
Yes, the application offers seamless API-based integration with most leading CMMS and ERP platforms to maintain workflow continuity and eliminate data silos.
The application features an intuitive interface, built-in guides, and training resources to help teams adopt it quickly with minimal disruption to operations.
The system sends instant alerts for critical events such as equipment failure risks, overdue maintenance, inventory shortages, and safety violations to keep teams proactive.
Yes, technicians can log updates, complete work orders, and track task progress directly from the app, ensuring real-time accuracy in reporting and execution.
Curious about how our Generative AI can streamline your operations?
Book a demo to see how we optimize efficiency and drive results.