The Future of P&IDs: From Engineering Drawings to Real-Time Plant Data  venumadhav July 24, 2026

Building Smarter Operations with Intelligent P&IDs

Insights from Syed Zafar [Managing Director, PNID.IO] and Johan Krebbers [Chief Technology Officer, Acuvate]

About This Episode

Join Syed Zafar, Managing Director at PNID.IO, and Johan Krebbers, Chief Technology Officer at Acuvate, in Episode 12 of Coffee Conversations as they explore the future of P&IDs and their role in connected industrial operations. 

Plant teams often work with static engineering drawings, maintenance systems, plant historians, and ERP platforms that remain disconnected. This makes it difficult for engineers and operators to access the right asset information quickly and understand what is happening in real time. 

Together, Syed and Johan discuss how Acuvate and PNID.IO convert static P&IDs into an intelligent P&ID digital twin. By combining PNID.IO’s familiar drawing-based interface with AcuPrism, organizations can connect P&IDs with real-time plant data, historical trends, engineering documents and maintenance information in one place. 

Key Topics Discussed

  1. Transforming Static Drawings into Intelligent P&IDs 
    How organizations can convert static P&IDs into intelligent P&IDs that provide connected asset and operational context. 
  2. Connecting P&IDs with Real-Time Plant Data
    How live readings, historical trends and equipment information can be accessed directly through the P&ID interface. 
  3. Building a 2D Digital Twin for Industrial Operations
    Why a familiar, drawing-based 2D digital twin can offer a practical and cost-effective alternative to complex 3D programmes
  4. Breaking Down Industrial Data Silos 
    How engineering, maintenance, ERP and plant data can be brought together without replacing existing systems. 
  5. Starting Small and Scaling with Business Value 
    How organizations can begin with one workflow, plant area or set of drawings and expand as measurable value is demonstrated.

Want to Hear the Full Conversation?

Fill out the form to watch Episode 12 and discover how Acuvate and PNID.IO are helping industrial organizations build an intelligent P&ID digital twin connected to real-time plant data. 

What Can Teams Access Through the Intelligent P&ID?

Depending on the connected systems and use case, users can access: 

  • Real-time sensor and process readings  
  • Historical performance trends  
  • Equipment and asset information  
  • Maintenance schedules and work orders  
  • Engineering documents and data sheets  
  • P&IDs, PFDs and isometric drawings  
  • ERP and asset-management data  
  • Alerts, anomalies and asset-health information  
  • Relevant structured and unstructured enterprise data  

The result is not another isolated application. It is a connected operational view that helps users understand an asset in context. 

Who Can Benefit?

The conversation is relevant to organizations managing complex physical assets across: 

  • Manufacturing  
  • Oil and gas  
  • Energy and utilities  
  • Chemicals and process industries  
  • Food and beverage  
  • Pharmaceuticals  
  • Infrastructure and other asset-intensive sectors  

It is particularly valuable for engineering, operations, maintenance, reliability and plant-management teams that depend on P&IDs but struggle to access associated data quickly. 

Intelligent P&ID Digital Twin - FAQs

An intelligent P&ID digital twin is an interactive version of a piping and instrumentation diagram connected to asset information, engineering documents, maintenance data and real-time plant readings. It allows users to access operational context directly from equipment shown on the drawing. 

Organizations can map the equipment and tag IDs in their P&IDs to data from sensors, plant historians, ERP systems and maintenance platforms. AcuPrism connects and contextualizes the data, while PNID.IO presents it through the P&ID interface. 

Static P&IDs are digitized so that equipment, pipelines, instruments and tag references become searchable and interactive. These elements can then be linked to related drawings, documents and operational data sources. 

A 2D digital twin uses engineering drawings such as P&IDs as the main visual interface for plant and asset data. It provides connected operational intelligence without requiring a complete 3D model of the facility.

No. It connects information from existing systems such as ERP platforms, plant historians, maintenance applications and document repositories. These systems remain the original sources of data. 

A P&ID digital twin can help manufacturing teams find asset information faster, reduce data silos, improve troubleshooting and access real-time and historical plant data in context. 

Yes. Organizations can begin with a specific workflow, plant area, group of assets or set of P&IDs. The solution can then be expanded as the initial implementation demonstrates measurable value. 

Users can access real-time sensor readings, historical trends, equipment details, engineering documents, maintenance schedules, work orders and data from connected enterprise systems.