🚀 INDRA AI

Unified Asset & Operations Brain

Transforming Industrial Documents into Actionable Operational Intelligence

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📌 Project Idea

Industrial enterprises generate massive volumes of engineering knowledge in the form of:

• Standard Operating Procedures (SOPs)
• Maintenance Logs
• Inspection Reports
• OEM Manuals
• Work Orders
• Failure Analysis Reports

Unfortunately, this knowledge remains fragmented across multiple systems and documents, making it difficult for engineers to quickly retrieve critical operational insights.

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💡 Solution

INDRA AI is an AI-powered Industrial Knowledge Intelligence Platform that transforms unstructured engineering documents into an interconnected knowledge ecosystem.

Using AI-driven extraction, expert validation, knowledge graph construction, and an Industrial AI Copilot, INDRA AI enables engineers to retrieve contextual knowledge, understand asset relationships, and make faster operational decisions.

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✨ Key Features

📄 AI-Powered Knowledge Ingestion

• Upload industrial documents
• Support for multiple engineering document formats
• AI-assisted information extraction

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🧠 Intelligent Knowledge Extraction

Automatically identifies:

• Assets
• Equipment
• Engineering entities
• Failure events
• Maintenance activities
• Operational recommendations

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✅ Expert Validation

Human-in-the-loop workflow for validating AI-generated knowledge before publishing it into the enterprise repository.

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📚 Industrial Knowledge Repository

Centralized repository supporting:

• Search
• Filtering
• Engineering knowledge lookup
• Asset-centric organization

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🕸 Knowledge Graph

Visualizes relationships between:

• Assets
• SOPs
• Work Orders
• Inspection Reports
• Failure Events
• Engineering Teams

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🤖 Industrial AI Copilot

Natural language assistant capable of answering engineering questions such as:

• Why did Pump-101 fail repeatedly?
• Show maintenance history of Boiler-3.
• Find inspection reports for Compressor-A.
• Show similar bearing failures.

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🏗 System Workflow

Engineering Documents
        │
        ▼
Knowledge Ingestion
        │
        ▼
AI Extraction
        │
        ▼
Expert Validation
        │
        ▼
Knowledge Repository
        │
        ▼
Knowledge Graph
        │
        ▼
Industrial AI Copilot

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🛠 Technology Stack

Frontend

• React
• TypeScript
• Vite
• Tailwind CSS

UI

• shadcn/ui
• Lucide Icons

AI Concepts Demonstrated

• Document Intelligence
• Knowledge Extraction
• Knowledge Graph
• Human-in-the-loop Validation
• AI Copilot
• Semantic Knowledge Retrieval

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📸 Application Screenshots

Dashboard

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Knowledge Ingestion

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AI Processing Pipeline

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Expert Validation Workspace

AI Extracted Knowledge

Expert Review & Validation

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Knowledge Repository

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Knowledge Graph

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Industrial AI Copilot

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🚀 Getting Started

Clone the repository

git clone https://github.com/TrueMenace/INDRA-AI.git

Install dependencies

npm install

Run locally

npm run dev

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🔮 Future Scope

• Enterprise Authentication
• Vector Database Integration
• Retrieval-Augmented Generation (RAG)
• LLM-powered Root Cause Analysis
• Predictive Maintenance Insights
• SAP / Maximo Integration
• Multi-Plant Knowledge Sharing
• Real-time Industrial AI Assistant

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🎯 Impact

INDRA AI enables organizations to:

• Preserve institutional knowledge
• Reduce engineering search time
• Accelerate troubleshooting
• Improve maintenance planning
• Connect fragmented engineering documents
• Support AI-assisted operational decision-making

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👨‍💻 Developed By

Ansh Shrivastava

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