Sold by: Tridiagonal.ai
Deployed on AWS
AI PlantOps for Decision Intelligence is built on configurable components tailored to plant operations workflows across maintenance & reliability, asset integrity, and production optimization. It uses specialized engineering agents that combine plant data such as P&IDs, SOPs, maintenance manuals, and SAP systems with engineering domain knowledge. These agents create a system-level ontology that maps equipment and process relationships hierarchically while preserving operational context. This enables dynamic identification of critical production paths through the dynamic Critical Production Containment Path (dCPCP).
Overview
Ai PlantOps for decision intelligence is designed to revolutionize industrial operational efficiency by integrating real-time data from Time series historians, SAP, Azure / AWS IoT services, CDF, and other enterprise systems. By leveraging domain driven ontology, engineering agents, ML models, physics models, symbolic AI and multi-agent AI, it provides a context-aware, automated decision-support system that enhances operational reliability and efficiency.
Key Features: Real-Time Data contextualization (Domain driven)
Connects seamlessly with SAP data, Time series historians, SCADA, PLCs, and other industrial data sources to consolidate critical plant data. AI-Powered Insights & Decision Support
Uses machine learning, Domain ontologies (multi-layered), and generative AI to automate data contextualization, anomaly detection, and expert-driven recommendations. Context-Aware Troubleshooting & Root Cause Analysis (RCA)
Automatically correlates historical events, sensor data, and maintenance logs to provide real-time insights into potential failures and suggest corrective actions. Predictive Maintenance, Anomaly Detection & asset integrity.
Identifies potential equipment failures before they occur, reducing unplanned downtime and costly repairs. Prescriptive Recommendations for Process Optimization
Provides AI-generated recommendations to improve process efficiency, energy consumption, and regulatory compliance. Conversational AI for Operations Assistance
Enables plant engineers and operators to interact with the system via natural language queries for instant insights and troubleshooting support. Regulatory Compliance & Risk Management
Ensures adherence to industry standards and regulations by continuously monitoring and analyzing operational data.
Highlights
- AI PlantOps for decision Intelligence
- Maintenance, reliability, asset integrity and other production optimization workflows
- Engineering, domain driven agent
Details
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Delivery method
Supported services
Delivery option
Deployment using Cloudformation template
Latest version
Operating system
Linux
Deployed on AWS
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Pricing
Pricing is based on a fixed subscription cost. You pay the same amount each billing period for unlimited usage of the product. Pricing is prorated, so you're only charged for the number of days you've been subscribed. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
- Monthly subscription
- $26,500.00/month
Vendor refund policy
Refund Terms: Refund requests must be made within 7 days of purchase. Refunds are not applicable for custom deployments or enterprise agreements. Buyers must submit a refund request via email or support portal with proof of purchase. Refunds will be processed within 30 business days after approval. Refunds will be issued via the original payment method. For refund requests or support, please contact us: email: shubham.hembade@tridiagonal.com
Legal
Vendor terms and conditions
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Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
Deployment using Cloudformation template
Supported services: Learn more
- Amazon ECS
Container image
Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.
Version release notes
Important
Additional details
Usage instructions
The CloudFormation template will be shared with the customer via email. The customer can then deploy the solution by following the steps outlined below using the provided template. Download the CloudFormation template here to automatically deploy resources. Follow the next few steps to deploy the CloudFormation template.
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Login to AWS console.
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Go to Cloudformation console
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Click on create stack and select with New resources (Standard)
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Specify template: choose from the following 1. Upload a template 2. S3 URL
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Configure stack details: Stack name
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Enter values for below parameters. o InstanceType o AMIID o KeyName o MinInstanceCount o MaxInstanceCount o RDSInstanceType o RDSDatabaseName o RDSUsername o RDSPassword o NeptuneUsername o NeptunePassword o NeptuneInstanceType o NeptuneClusterName o LambdaFunction1Name o LambdaFunction2Name o LambdaFunction3Name o LambdaFunction4Name o LambdaFunction5Name o LambdaFunction6Name o LambdaFunction7Name o LambdaFunction8Name o LambdaFunction9Name o ECSTasksDefinition1 o ECSTasksDefinition2 o ECSTasksDefinition3 o S3BucketName o CognitoUserpoolName o SecretsManagerSecretName
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Configure rollback triggers to revert changes in case of errors.
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Set stack options: Tag Permissions Stack policy
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Review and deploy
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Monitor stack creation
For detailed deployment information refer following deployment document: https://aws-mp-deployement-documents.s3.us-east-1.amazonaws.com/Knowledge_Accelerator_Plant_GPT_Deployment_Document.docx
Support
Vendor support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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