Intelligent Engineering Knowledge Platform

Transform Engineering Knowledge into Operational Intelligence

Viragar is an intelligent engineering and operations knowledge platform for process industries that transforms documents, drawings, equipment and engineering relationships into structured, searchable and actionable knowledge.

Viragar transforms fragmented engineering information into connected, structured and intelligent engineering knowledge.

The Problem

The challenge is not lack of data. It is fragmented knowledge.

Massive Volumes of Documents

Thousands of PDFs, datasheets and technical reports accumulated over years with no consistent structure.

Scattered Drawings

P&ID drawings and engineering documents hold critical detail, yet that information is hard to extract or search.

Dependence on Individual Knowledge

Much operational knowledge exists only in the minds of experienced engineers, and leaves with them.

Hidden Equipment Relationships

Finding the link between an equipment item, a pipeline, an instrument and its process unit takes hours of manual review.

No Unified Knowledge Model

Information is spread across files, systems and formats, with no single model connecting it all.

Slow, Manual Analysis

Even a simple engineering question requires manually searching through dozens of documents and drawings.

The Solution

How Viragar Closes the Gap

  1. 01

    Documents

    Engineering documents, drawings and datasheets are ingested into the platform.

  2. 02

    AI Document Understanding

    AI analyzes the structure and content of every document.

  3. 03

    OCR & Data Extraction

    Text and structured data are extracted from scanned documents and drawings.

  4. 04

    Engineering Entity Recognition

    Equipment, tags, lines and process elements are identified.

  5. 05

    Relationship Discovery

    Engineering relationships between recognized entities are uncovered.

  6. 06

    Connected Knowledge Model

    A unified, connected model of equipment and their engineering relationships is built.

  7. 07

    AI / RAG / Agents

    Reasoning over the connected knowledge model powers answers and analysis.

  8. 08

    Engineering & Operational Intelligence

    Ready-to-use knowledge for engineering and operational decisions.

Capabilities

Key Capabilities of Viragar

A set of AI capabilities that turn fragmented engineering knowledge into a usable, structured asset.

Engineering Document Intelligence

Extracting and understanding information from PDFs, datasheets and technical documents.

Intelligent OCR

Recognizing text and structured data from scanned documents and drawings.

Engineering Drawing Understanding

Identifying engineering elements and information within P&IDs and similar drawings.

Equipment Extraction

Identifying equipment by tag number and engineering specification.

Relationship Discovery

Detecting relationships between equipment, lines, instruments and other engineering elements.

Connected Knowledge Modeling

Building a unified knowledge model of equipment, lines and the engineering relationships between them.

Retrieval-Augmented Generation

Retrieving relevant knowledge across the full body of engineering documents and data.

AI Agents

Enabling intelligent analysis, search and task execution for engineering workflows.

Core Technology

From Engineering Documents to Connected Knowledge

Viragar processes scattered information across engineering documents, drawings and datasheets, turning it into one unified model of equipment, lines, instruments and the engineering relationships between them — ready for search, analysis and intelligent reasoning.

Viragar is not just a document search engine; it turns fragmented engineering knowledge into knowledge that is connected, structured and reasoning-ready.

  • Scattered Documents
  • Intelligent Processing
  • Structured Knowledge

Process Understanding

Understanding Process from Equipment Relationships

One of Viragar's core capabilities is using the relationships between equipment and engineering elements to reconstruct and understand process paths. The system can identify engineering relationships found in drawings and documents and combine them into one unified knowledge model.

Equipment
Pipe / Line
Valve
Instrument
Process Unit

Intelligent Interaction

Conversing with Engineering Knowledge

Viragar enables natural-language exploration of your organization's engineering knowledge. Here is a sample of that interaction.

Find the process path associated with PSV-18001.

PSV-18001 is connected to outlet line LINE-181027, which leads to the Flare Header. The related upstream equipment is valve MOV-18001.

This section is a demonstrative preview of user interaction with Viragar.

Technology

The Technology Behind Viragar

Artificial Intelligence
Large Language Models
OCR
Document Intelligence
RAG
Connected Knowledge Model
Relational Reasoning
AI Agents
Vector Search
Engineering Data Processing

Applications

Viragar Across Process Industries

Oil
Gas
Petrochemicals
Refineries
Chemical Industries
Process Industries
Power Plants
Complex Industrial Facilities

Value

The Value Viragar Creates

Less time spent searching for engineering information
Fast access to organizational engineering knowledge
Reduced dependence on individual knowledge
Unified, connected information
Stronger engineering analysis capability
Higher engineering team productivity
Raw data turned into usable knowledge
An intelligent knowledge infrastructure for operations

Vision

The Future of Viragar

Viragar is evolving toward broader capabilities in analysis and support of engineering operations.

AI Engineering Assistant

Intelligent support for everyday engineering questions.

Intelligent Operations

Connecting engineering knowledge to live operational data.

Predictive Analytics

Identifying patterns to support forward-looking decisions.

Intelligent Maintenance

Using engineering knowledge to plan maintenance activities.

Engineering Copilot

Continuous support for engineering teams across the project lifecycle.

Autonomous Engineering Workflows

Automating parts of engineering analysis processes.

AI Agents for Industrial Operations

AI agents providing ongoing support for industrial operations.

Experience the Future of Engineering Knowledge with Viragar

Contact

Get in Touch with the Viragar Team

Fill out the form below to request a demo or learn more.

Viragar Intelligent Solutions Development Co.

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