Introducing DREX: Transforming Data Extraction in Engineering

In the fast-paced world of engineering, managing and extracting data from complex diagrams is a critical yet often cumbersome task. Enter DREX by ThoughtsWin Systems, an innovative solution designed to streamline this process with unmatched accuracy and efficiency. Leveraging cutting-edge technology, DREX sets a new standard for data extraction in engineering environments.

Strengthen the enterprise data foundation for your digital enablement journey with our cutting-edge AI Solution. DREX helps your enterprise lay the foundation for Industry 4.0. 

Overcoming Complex Data Extraction from Engineering Documentation

Manual Data Extraction

Unstructured Data Complexity

Limitations of Traditional Methods

DREX (Data Recognition and Extraction Xpert) is a sophisticated AI-powered tool that combines traditional computer vision with advanced deep learning techniques to extract data from engineering diagrams. This hybrid approach ensures high precision and adaptability, making it an ideal solution for various engineering applications, from small projects to large-scale industrial operations.
Our Hybrid AI approach offers a faster processing time and versatility in handling diverse and complex documents.
Our solutions are scalable and adaptable across various industries, from engineering to healthcare, ensuring they can grow with your business needs.
Achieve faster data extraction, reducing manual effort and minimizing errors. Our AI model features self-learning capabilities, continuously improving outcomes as it trains on the job.
In summary, DREX is a game-changer for engineering professionals seeking a reliable, efficient, and accurate solution for data extraction from complex diagrams. Embrace the future of engineering data management with DREX and experience unparalleled precision and efficiency in your workflows.

1.Asset Management
Metadata Enrichments will enable enterprise initiatives including Digital Twins, Asset Registry, Asset Performance Management (APM), Predictive Maintenance, Reliability Centric Management (RCM)

2.Support ERM Platforms
The combination of traditional computer vision and deep learning allows DREX to recognize and process complex patterns, edges, and shapes within diagrams. This hybrid model outperforms systems relying solely on OCR, providing superior results across diverse document types.

3.Reduced Turnaround
Combine and reduce legacy data to better manage enterprise owned assets. DREX helps enrich the “single source of truth”

4.Enable Industry 4.0
Our tool seamlessly integrates with ERP systems, supporting Industry 4.0 objectives. It aims to automate key processes like BOM updates, inventory management, and production scheduling, paving the way for agile, data-driven decision-making.

5.Integration Capability
The output is configurable anywhere from excel, SQL to PowerBI integration providing new insight from existing data. Additionally, DREX offers API endpoints for seamless integration into customer ecosystems.

6.Training Time
Minimal time is required to train DREX on a dataset of your choice.

High Accuracy
DREX boasts over 80% accuracy in data extraction and 85% in tag identification, handling both handwritten and typed diagrams with ease. This high level of precision reduces manual errors and ensures reliable data processing.

Advanced Technology
The combination of traditional computer vision and deep learning allows DREX to recognize and process complex patterns, edges, and shapes within diagrams. This hybrid model outperforms systems relying solely on OCR, providing superior results across diverse document types.

Efficiency and Time Savings
By automating the data extraction process, DREX significantly reduces the time required for manual entry. This efficiency not only accelerates workflows but also frees up technical staff to focus on more strategic tasks.

Seamless Integration
Designed for scalability, DREX integrates smoothly with existing database systems and workflows, ensuring minimal disruption during implementation. Its adaptability makes it suitable for various engineering environments.

Engineering Document Management

Our approach is tailored to your requirements ranging from metadata enrichment to unlocking the full potential of a Digital Twin leveraging AI

Supply Chain Managment

Automate the extraction of essential data from invoices and documents, enhancing your business analytics and operational efficiency. Reduce manual effort and improve data accuracy for financial and administrative tasks. 

Healthcare Application

Streamline the extraction of critical patient information from medical records, ensuring accuracy and compliance with healthcare standards. Transform unstructured data into actionable insights for better healthcare outcomes.

Transportation

By extracting metadata from various sources such as GPS systems, vehicle telematics, maintenance logs, and customer interactions, companies can gain valuable insights into fleet management, route optimization, predictive maintenance, and regulatory compliance.

Refinery Client
Over 10,000+ hours saved

Processed approximately 10,000 drawings​.

Pipeline Client
Over 10,000+ hours saved

Processed 15,000 files and provided 9,000 previously undiscovered asset information.

Terminal Client​
Over 3,000+ hours saved

Extracted data for over 6,000 drawings

Logistic Client​
Over 5,000+ hours saved

Processed 8,000 files and provided 15,000 previously undiscovered asset information.

For more information on our services and how we can assist you, reach out to DREX@thoughtswinsystems.com . Let’s revolutionize your data management process together.