Transform Asset Management with DiagramIQ

DiagramIQ is an accelerator with the following capabilities: 

• It is a powerful AI-driven accelerator designed to help organizations unlock insights from complex technical drawings. It can scan and process a wide range of drawing types—including Cabling, Instrumentation, Safety, Electrical, and P&ID (Piping & Instrumentation Diagrams)—in PDF format. 
• Tag Registry: At the core of DiagramIQ is the Tag Registry, a centralized repository that captures all tag-related information. This includes a record of every drawing where a specific tag is referenced, along with over 30 other essential data points. A built-in CoPilot interface allows users to ask natural-language questions about any tag or drawing, enabling quick access to relevant information without manual digging. 
• Graph Database: For P&ID drawings, DiagramIQ goes a step further by fully digitizing and storing them in a graph database. This structure enables advanced querying and exploration through a dedicated CoPilot UI, allowing users to gain deeper insights and make faster decisions based on the diagram data. 
• Speed up data contextualization: A key strength of DiagramIQ is its ability to accelerate data contextualization. It integrates data from multiple sources—such as P&ID diagrams, plant layouts, time-series data, and ERP asset information—into a unified view. For example, for a specific engine, users can instantly see how it fits within the plant layout, access real-time performance data, and review asset-related details. 
• Ongoing developments: DiagramIQ is continuously enhanced through evergreen development, with new features and integrations rolled out regularly based on customer needs. Upcoming enhancements include further contextualization capabilities for time-series and asset management data, making DiagramIQ an evolving solution aligned with industry demands. 

Currently, it is being deployed by various Oil & Gas Energy, and Manufacturing companies throughout Europe, with ongoing efforts to expand into additional sectors, including Medical and others.  

Notable use cases include:

• DiagramIQ Tag Registry.
• Scanning a diverse range of drawings across multiple industries.
• Digitizing Piping and Instrumentation Diagrams (P&IDs) for the Oil & Gas Energy sector.

We are committed to broadening our impact across these industries. 

We are pleased to provide a demo of our solution. For further insight, please refer to this video link DiagramIQ. Additionally, we would be happy to arrange an interactive demo during a call to thoroughly present all features in detail. 

Various AI and machine learning models, including Object Detection, Large Language Models (LLMs), and Optical Character Recognition (OCR), collectively enable the functionality of DiagramIQ. 

It can process a variety of engineering drawings, including Piping and Instrumentation Diagrams (P&IDs), as well as documents related to Cabling, Instrumentation, Safety, and Electrical engineering. It accepts scanned PDFs and various image formats as input. Should any unsupported formats be encountered, we will ensure their conversion to one of our compatible formats.

The solution leverages AI and machine learning to identify symbols and annotations, allowing for the extraction of asset tags. Additionally, they assess the relationships between these asset tags and the corresponding symbols.

Yes, we contextualize the data, integrate it into a relational database, and subsequently construct a knowledge graph to enhance its accessibility and utilization.

Yes, DiagramIQ supports the extraction of structured outputs such as equipment lists, asset hierarchies, interconnections, & such, and extracts all these information at once. 

We provide to edit the data, however, we consider that the drawings and tags provided are accurate from the outset. For the editing process, we utilize original drawing management services to ensure precision. 

At present, the data it trained on achieves an accuracy exceeding 90%. Nevertheless, we continuously refine our AI models to enhance performance and achieve even better results. 

Yes, we will enhance these models based on the diagrams and drawings provided by various organizations. 

Yes, the extracted version of the diagram is displayed, allowing the user to verify the information effectively. 

DiagramIQ is a tool developed in-house featuring a robust model that undergoes regular updates, with maintenance releases delivered to ensure optimal performance in the market. 

This tool is designed to extract metadata information and securely store it in any designated database. Users simply need to provide the path to the source data, which can be located in cloud services or other platforms such as PIMS and iVision, among others.

Currently, no, but we can train depending on the use case. However, we can incorporate this capability if necessary. 

The data will securely be housed within the client’s server, and we implement role-based access controls to guarantee that only authorized users are permitted to initiate modifications. Customers have the flexibility to define roles according to their specific requirements. 

At present, this feature is not available. However, should the need arise, we can integrate this capability. 

Yes, it can seamlessly integrate with existing enterprise systems such as CMMS, EAM, digital twin platforms to facilitate the retrieval of information, deliver valuable insights, and present data through Digital Twins. Acuvate supports the KDI Kognitwin Digital Twin solution, enabling the immediate visualization of any data using the Digital Twin framework. 

We seamlessly integrate DiagramIQ with Engineering Management Services through the utilization of API-driven technologies. 

It supports all types of data formats such as Excel, JSON, XML, CSV, and such. 

Our primary focus lies in Cloud services; however, we also possess the capability to accommodate Hybrid option. We would appreciate the opportunity to discuss your interpretation of Hybrid in this context. 

We focus in deploying solutions across major cloud platforms, including Microsoft Azure, AWS, and Google Cloud Platform (GCP). We leverage virtual technologies to ensure seamless functionality in On-premise environments. 

At present, it exclusively supports the English language. We would need to implement this feature to accommodate additional languages. 

A comprehensive array of support services like email, phone, live chat, and local partner are provided. 

Yes, we provide various types of support and training too.

Through cloud updates, we consistently deliver enhancements and updates on an ongoing basis. 

Yes, our solution supports customization of recognition logic or model behaviour depending on project requirements or diagram types. 

Either and dependent features are to be offered since we look at DiagramIQ as an Accelerator with several different & growing number of capabilities. 

DiagramIQ serves as a multifaceted Accelerator, encompassing various capabilities, with its pricing structured accordingly. As a dedicated System Integrator, we are positioned to provide a holistic solution that ensures optimal value and effectiveness. 

We provide both Proof of Concepts (POC) and Minimal Viable Products (MVP). Please reach out to us for further details. 

DiagramIQ has demonstrated large time savings by many different staff types, to locating critical information out of a very large number of drawings, and far better-quality information. 

Yes, it is as we grow DiagramIQ based on customer needs. 

The DiagramIQ accelerator enhances the digitization journey, eliminating the reliance on traditional paper-based diagrams. Users can swiftly access any type of drawing with ease. It facilitates the operation of Digital Twins, ensuring that accurate and critical information is always at hand. By leveraging Generative AI, it adeptly answers user inquiries. Furthermore, it provides a unified platform for visualizing, monitoring, and managing equipment seamlessly. 

To explore the value and capabilities of DiagramIQ—including brochures, videos, technical documentation, and success stories—please connect with our expert for personalized guidance and resources.